Publications | Nicola Tonellotto

2024

ACM TIST

FedCMD: A Federated Cross-Modal Knowledge Distillation for Drivers Emotion Recognition

Saira Bano, Nicola Tonellotto, Pietro Cassarà, and 1 more author

ACM Transactions on Intelligent Systems and Technology, 2024

@article{10.1145/3650040,
  author = {Bano, Saira and Tonellotto, Nicola and Cassar\`{a}, Pietro and Gotta, Alberto},
  title = {FedCMD: A Federated Cross-Modal Knowledge Distillation for Drivers Emotion Recognition},
  year = {2024},
  issn = {2157-6904},
  doi = {10.1145/3650040},
  journal = {ACM Transactions on Intelligent Systems and Technology},
  pages = {1--26},
  dimensions = {true},
}

ACM TWEB

Caching Historical Embeddings in Conversational Search

Ophir Frieder, Ida Mele, Cristina Ioana Muntean, and 3 more authors

ACM Transactions on Web, 2024

DOI Bib

@article{10.1145/3578519,
  author = {Frieder, Ophir and Mele, Ida and Muntean, Cristina Ioana and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola},
  title = {Caching Historical Embeddings in Conversational Search},
  year = {2024},
  issn = {1559-1131},
  doi = {10.1145/3578519},
  pages = {1--19},
  journal = {ACM Transactions on Web},
  volume = {18},
  number = {4},
  dimensions = {true},
}

Turning on a DIME: Estimating Dimension Importance for Dense Information Retrieval

Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, and 1 more author

In Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024), 2024

Bib

@inproceedings{Faggioli2024115,
  author = {Faggioli, Guglielmo and Ferro, Nicola and Perego, Raffaele and Tonellotto, Nicola},
  title = {Turning on a DIME: Estimating Dimension Importance for Dense Information Retrieval},
  year = {2024},
  pages = {115--118},
  booktitle = {Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024)},
  issn = {16130073},
  dimensions = {true},
}

Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation

Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, and 5 more authors

In Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024), 2024

Bib

@inproceedings{Cuconasu202495,
  author = {Cuconasu, Florin and Trappolini, Giovanni and Siciliano, Federico and Filice, Simone and Campagnano, Cesare and Mareek, Yoelle and Tonellotto, Nicola and Silvestri, Fabrizio},
  title = {Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation},
  year = {2024},
  pages = {95–-98},
  booktitle = {Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024)},
  issn = {16130073},
  dimensions = {true},
}

ACM RECSYS

Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items

Aleksandr V. Petrov, Craig Macdonald, and Nicola Tonellotto

In Proceedings of the 18th ACM Conference on Recommender Systems (RECSYS 2024), 2024

DOI Bib

@inproceedings{Petrov2024912,
  author = {Petrov, Aleksandr V. and Macdonald, Craig and Tonellotto, Nicola},
  title = {Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items},
  year = {2024},
  pages = {912--917},
  doi = {10.1145/3640457.3688168},
  isbn = {979-840070505-2},
  booktitle = {Proceedings of the 18th ACM Conference on Recommender Systems (RECSYS 2024)},
  dimensions = {true},
}

ACM ICTIR

Learning to Rank for Non Independent and Identically Distributed Datasets

Jacopo Cecchetti, Nicola Tonellotto, and Raffaele Perego

2024

DOI Bib

@conference{Cecchetti202471,
  author = {Cecchetti, Jacopo and Tonellotto, Nicola and Perego, Raffaele},
  title = {Learning to Rank for Non Independent and Identically Distributed Datasets},
  year = {2024},
  pages = {71--79},
  doi = {10.1145/3664190.3672513},
  isbn = {979-840070681-3},
  booktitle = {Proceedings of the 2024 ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2024)},
  dimensions = {true},
}

ACM SIGIR

Generating Query Recommendations via LLMs

Andrea Bacciu, Enrico Palumbo, Andreas Damianou, and 2 more authors

In Proceedings of the 47th International ACM SIGIR Workshop on Information Retrieval’s Role in RAG Systems (IR-RAG 2024), 2024

Bib

@inproceedings{sigir2024:irrag,
  author = {Bacciu, Andrea and Palumbo, Enrico and Damianou, Andreas and Tonellotto, Nicola and Silvestri, Fabrizio},
  title = {Generating Query Recommendations via LLMs},
  year = {2024},
  booktitle = {Proceedings of the 47th International ACM SIGIR Workshop on Information Retrieval's Role in RAG Systems (IR-RAG 2024)},
  pages = {1--10},
  dimensions = {true},
}

ACM SIGIR

A Reproducibility Study of PLAID

Sean MacAvaney, and Nicola Tonellotto

In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

DOI Bib

@inproceedings{sigir2024:4,
  author = {MacAvaney, Sean and Tonellotto, Nicola},
  title = {A Reproducibility Study of PLAID},
  year = {2024},
  isbn = {979-840070431-4},
  doi = {10.1145/3626772.3657856},
  booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)},
  pages = {1411--1419},
  dimensions = {true},
}

ACM SIGIR

Dimension Importance Estimation for Dense Information Retrieval

Guglielmo Faggioli, Nicola Ferro, Raffaele Perego, and 1 more author

In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

DOI Bib

@inproceedings{sigir2024:3,
  author = {Faggioli, Guglielmo and Ferro, Nicola and Perego, Raffaele and Tonellotto, Nicola},
  title = {Dimension Importance Estimation for Dense Information Retrieval},
  year = {2024},
  isbn = {979-840070431-4},
  doi = {10.1145/3626772.3657691},
  booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)},
  pages = {1318--1328},
  dimensions = {true},
}

ACM SIGIR

The Power of Noise: Redefining Retrieval for RAG Systems

Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, and 5 more authors

In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

DOI Bib

@inproceedings{sigir2024:2,
  author = {Cuconasu, Florin and Trappolini, Giovanni and Siciliano, Federico and Filice, Simone and Campagnano, Cesare and Maarek, Yoelle and Tonellotto, Nicola and Silvestri, Fabrizio},
  title = {The Power of Noise: Redefining Retrieval for RAG Systems},
  year = {2024},
  isbn = {979-840070431-4},
  doi = {10.1145/3626772.3657834},
  booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)},
  pages = {719--729},
  dimensions = {true},
}

ACM SIGIR

Faster Learned Sparse Retrieval with Block-Max Pruning

Antonio Mallia, Torsten Suel, and Antonio Tonellotto

In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

DOI Bib

@inproceedings{sigir2024:1,
  author = {Mallia, Antonio and Suel, Torsten and Tonellotto, Antonio},
  title = {Faster Learned Sparse Retrieval with Block-Max Pruning},
  year = {2024},
  isbn = {979-840070431-4},
  doi = {10.1145/3626772.3657906},
  booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)},
  pages = {2411--2415},
  dimensions = {true},
}

Energy-Efficient Resource Management for Real-Time Applications in FaaS Edge Computing Platforms

Shahrokh Vahabi, Francesca Righetti, Carlo Vallati, and 1 more author

In Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing (UCC 2023), 2024

DOI Bib

@inproceedings{10.1145/3603166.3632240,
  author = {Vahabi, Shahrokh and Righetti, Francesca and Vallati, Carlo and Tonellotto, Nicola},
  title = {Energy-Efficient Resource Management for Real-Time Applications in FaaS Edge Computing Platforms},
  year = {2024},
  isbn = {9798400702341},
  doi = {10.1145/3603166.3632240},
  booktitle = {Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing (UCC 2023)},
  pages = {1--6},
  dimensions = {true},
}

ECIR

Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE

Carlos Lassance, Hervé Dejean, Stéphane Clinchant, and 1 more author

In Proceedings of the 44th European Conference on Information Retrieval (ECIR 2024), 2024

DOI Bib

@inproceedings{10.1007/978-3-031-56060-6_23,
  author = {Lassance, Carlos and Dejean, Herv{\'e} and Clinchant, St{\'e}phane and Tonellotto, Nicola},
  title = {Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE},
  booktitle = {Proceedings of the 44th European Conference on Information Retrieval (ECIR 2024)},
  year = {2024},
  pages = {349--363},
  isbn = {978-3-031-56060-6},
  doi = {10.1007/978-3-031-56060-6\_8},
  dimensions = {true},
}

ECIR

indxr: A Python Library for Indexing File Lines

Elias Bassani, and Nicola Tonellotto

In Proceedings of the 44th European Conference on Information Retrieval (ECIR 2024), 2024

DOI Bib

@inproceedings{10.1007/978-3-031-56069-9_27,
  author = {Bassani, Elias and Tonellotto, Nicola},
  title = {indxr: A Python Library for Indexing File Lines},
  booktitle = {Proceedings of the 44th European Conference on Information Retrieval (ECIR 2024)},
  year = {2024},
  pages = {251--255},
  isbn = {978-3-031-56069-9},
  doi = {10.1007/978-3-031-56060-6\_8},
  dimensions = {true},
}

ECIR

DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts

Pranav Kasela, Gabriella Pasi, Raffaele Perego, and 1 more author

In Proceedings of the 44th European Conference on Information Retrieval (ECIR 2024), 2024

DOI Bib

@inproceedings{10.1007/978-3-031-56060-6_8,
  author = {Kasela, Pranav and Pasi, Gabriella and Perego, Raffaele and Tonellotto, Nicola},
  title = {DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts},
  booktitle = {Proceedings of the 44th European Conference on Information Retrieval (ECIR 2024)},
  year = {2024},
  pages = {111--125},
  isbn = {978-3-031-56060-6},
  doi = {10.1007/978-3-031-56060-6\_8},
  dimensions = {true},
}

2023

ComCom

Artificial intelligence of things at the edge: Scalable and efficient distributed learning for massive scenarios

Saira Bano, Nicola Tonellotto, Pietro Cassarà, and 1 more author

Computer Communications, 2023

DOI Bib

@article{BANO202345,
  title = {Artificial intelligence of things at the edge: Scalable and efficient distributed learning for massive scenarios},
  journal = {Computer Communications},
  volume = {205},
  pages = {45--57},
  year = {2023},
  issn = {0140-3664},
  doi = {10.1016/j.comcom.2023.04.010},
  author = {Bano, Saira and Tonellotto, Nicola and Cassarà, Pietro and Gotta, Alberto},
  dimensions = {true},
}

ACM TOIS

Personalized Query Expansion with Contextual Word Embeddings

Elias Bassani, Nicola Tonellotto, and Gabriella Pasi

ACM Transactions on Information Systems, 2023

DOI Bib

@article{10.1145/3624988,
  author = {Bassani, Elias and Tonellotto, Nicola and Pasi, Gabriella},
  title = {Personalized Query Expansion with Contextual Word Embeddings},
  year = {2023},
  volume = {42},
  number = {2},
  issn = {1046-8188},
  doi = {10.1145/3624988},
  journal = {ACM Transactions on Information Systems},
  pages = {1--35},
  dimensions = {true},
}

ACM TWEB

ColBERT-PRF: Semantic Pseudo-Relevance Feedback for Dense Passage and Document Retrieval

Xiao Wang, Craig Macdonald, Nicola Tonellotto, and 1 more author

ACM Transactions on Web, 2023

DOI Bib

@article{10.1145/3572405,
  author = {Wang, Xiao and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  title = {{ColBERT-PRF: Semantic Pseudo-Relevance Feedback for Dense Passage and Document Retrieval}},
  year = {2023},
  volume = {17},
  number = {1},
  pages = {1--39},
  issn = {1559-1131},
  doi = {10.1145/3572405},
  journal = {ACM Transactions on Web},
  dimensions = {true},
}

A Spatial Approach to Predict Performance of Conversational Search Systems

Guglielmo Faggioli, Nicola Ferro, Cristina Muntean, and 2 more authors

2023

Bib

@conference{Faggioli202341,
  author = {Faggioli, Guglielmo and Ferro, Nicola and Muntean, Cristina and Perego, Raffaele and Tonellotto, Nicola},
  title = {A Spatial Approach to Predict Performance of Conversational Search Systems},
  year = {2023},
  pages = {41-–46},
  booktitle = {Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023)},
  issn = {16130073},
  dimensions = {true},
}

A Federated Channel Modeling System using Generative Neural Networks

Saira Bano, Pietro Cassarà, Nicola Tonellotto, and 1 more author

In Proceedings of the IEEE 97th Vehicular Technology Conference (VTC 2023), 2023

DOI

RRAML: Reinforced Retrieval Augmented Machine Learning

Andrea Bacciu, Florin Cuconasu, Federico Siciliano, and 3 more authors

2023

Bib

@conference{Bacciu202329,
  author = {Bacciu, Andrea and Cuconasu, Florin and Siciliano, Federico and Silvestri, Fabrizio and Tonellotto, Nicola and Trappolini, Giovanni},
  title = {RRAML: Reinforced Retrieval Augmented Machine Learning},
  year = {2023},
  pages = {29-–37},
  booktitle = {Proceedings of the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023)},
  dimensions = {true},
}

ACM RECSYS

Integrating Item Relevance in Training Loss for Sequential Recommender Systems

Andrea Bacciu, Federico Siciliano, Nicola Tonellotto, and 1 more author

In Proceedings of the 17th ACM Conference on Recommender Systems (RECSYS 2023), 2023

DOI Bib

@inproceedings{10.1145/3604915.3610643,
  author = {Bacciu, Andrea and Siciliano, Federico and Tonellotto, Nicola and Silvestri, Fabrizio},
  title = {Integrating Item Relevance in Training Loss for Sequential Recommender Systems},
  year = {2023},
  isbn = {9798400702419},
  doi = {10.1145/3604915.3610643},
  booktitle = {Proceedings of the 17th ACM Conference on Recommender Systems (RECSYS 2023)},
  pages = {1114-–1119},
  dimensions = {true},
}

A Systematic Mapping Study of Italian Research on Workflows

Marco Aldinucci, Elena Maria Baralis, Valeria Cardellini, and 16 more authors

In Proceedings of the SC ’23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, 2023

DOI Bib

@inproceedings{10.1145/3624062.3624285,
  author = {Aldinucci, Marco and Baralis, Elena Maria and Cardellini, Valeria and Colonnelli, Iacopo and Danelutto, Marco and Decherchi, Sergio and Di Modica, Giuseppe and Ferrucci, Luca and Gribaudo, Marco and Iannone, Francesco and Lapegna, Marco and Medic, Doriana and Muscianisi, Giuseppa and Righetti, Francesca and Sciacca, Eva and Tonellotto, Nicola and Tortonesi, Mauro and Trunfio, Paolo and Vardanega, Tullio},
  title = {A Systematic Mapping Study of Italian Research on Workflows},
  year = {2023},
  isbn = {9798400707858},
  doi = {10.1145/3624062.3624285},
  booktitle = {Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis},
  pages = {2065–2076},
  dimensions = {true},
}

ACM SIGIR

A Static Pruning Study on Sparse Neural Retrievers

Carlos Lassance, Simon Lupart, Hervé Déjean, and 2 more authors

In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

DOI Bib

@inproceedings{10.1145/3539618.3591941,
  author = {Lassance, Carlos and Lupart, Simon and D\'{e}jean, Herv\'{e} and Clinchant, St\'{e}phane and Tonellotto, Nicola},
  title = {A Static Pruning Study on Sparse Neural Retrievers},
  year = {2023},
  isbn = {9781450394086},
  doi = {10.1145/3539618.3591941},
  booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)},
  pages = {1771-–1775},
  dimensions = {true},
}

ACM SIGIR

A Geometric Framework for Query Performance Prediction in Conversational Search

Guglielmo Faggioli, Nicola Ferro, Cristina Ioana Muntean, and 2 more authors

In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

DOI Bib

@inproceedings{10.1145/3539618.3591625,
  author = {Faggioli, Guglielmo and Ferro, Nicola and Muntean, Cristina Ioana and Perego, Raffaele and Tonellotto, Nicola},
  title = {A Geometric Framework for Query Performance Prediction in Conversational Search},
  year = {2023},
  isbn = {9781450394086},
  doi = {10.1145/3539618.3591625},
  booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)},
  pages = {1355-–1365},
  dimensions = {true},
}

ACM SIGIR

Reproducibility, Replicability, and Insights into Dense Multi-Representation Retrieval Models: from ColBERT to Col*

Xiao Wang, Craig Macdonald, Nicola Tonellotto, and 1 more author

In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023

DOI Bib

@inproceedings{10.1145/3539618.3591916,
  author = {Wang, Xiao and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  title = {Reproducibility, Replicability, and Insights into Dense Multi-Representation Retrieval Models: from ColBERT to Col*},
  year = {2023},
  isbn = {9781450394086},
  doi = {10.1145/3539618.3591916},
  booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)},
  pages = {2552-–2561},
  dimensions = {true},
}

ACM DOCENG

Static Pruning for Multi-Representation Dense Retrieval

Antonio Acquavia, Craig Macdonald, and Nicola Tonellotto

In Proceedings of the ACM Symposium on Document Engineering 2023 (DocEng 2023), 2023

DOI Bib

@inproceedings{10.1145/3573128.3604896,
  author = {Acquavia, Antonio and Macdonald, Craig and Tonellotto, Nicola},
  title = {Static Pruning for Multi-Representation Dense Retrieval},
  year = {2023},
  isbn = {9798400700279},
  doi = {10.1145/3573128.3604896},
  booktitle = {Proceedings of the ACM Symposium on Document Engineering 2023 (DocEng 2023)},
  articleno = {7},
  pages = {1--10},
  dimensions = {true},
}

2022

Performance Evaluation of Federated Learning for Residential Energy Forecasting

Eugenia Petrangeli, Nicola Tonellotto, and Carlo Vallati

IoT, 2022

DOI Bib

@article{iot3030021,
  author = {Petrangeli, Eugenia and Tonellotto, Nicola and Vallati, Carlo},
  title = {Performance Evaluation of Federated Learning for Residential Energy Forecasting},
  journal = {IoT},
  volume = {3},
  year = {2022},
  number = {3},
  pages = {381--397},
  issn = {2624-831X},
  doi = {10.3390/iot3030021},
  dimensions = {true},
}

An Intelligent System for the Categorization of Question Time Official Documents of the Italian Chamber of Deputies

Alice Cavalieri, Pietro Ducange, Silvio Fabi, and 2 more authors

Journal of Information Technologies, 2022

DOI Bib

@article{ducange,
  author = {Cavalieri, Alice and Ducange, Pietro and Fabi, Silvio and Russo, Federico and Tonellotto, Nicola},
  journal = {Journal of Information Technologies},
  title = {An Intelligent System for the Categorization of Question Time Official Documents of the Italian Chamber of Deputies},
  year = {2022},
  pages = {1--22},
  doi = {10.1080/19331681.2022.2082622},
  issn = {1933-1681},
  dimensions = {true},
}

Design of Fault Tolerant Distributed Cyber-Physical Systems for Smart Environments

Luca Cassano, Antonio Miele, Francesco Mione, and 2 more authors

IEEE Embedded Systems Letters, 2022

DOI Bib

@article{9566309,
  author = {Cassano, Luca and Miele, Antonio and Mione, Francesco and Tonellotto, Nicola and Vallati, Carlo},
  journal = {IEEE Embedded Systems Letters},
  title = {Design of Fault Tolerant Distributed Cyber-Physical Systems for Smart Environments},
  year = {2022},
  volume = {14},
  number = {2},
  pages = {79--82},
  doi = {10.1109/LES.2021.3119229},
  issn = {1943-0663},
  dimensions = {true},
}

ACM CIKM

Adaptive Re-Ranking with a Corpus Graph

Sean MacAvaney, Nicola Tonellotto, and Craig Macdonald

In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM 2022), 2022

DOI Bib

@inproceedings{corpus,
  author = {MacAvaney, Sean and Tonellotto, Nicola and Macdonald, Craig},
  title = {Adaptive Re-Ranking with a Corpus Graph},
  year = {2022},
  publisher = {{ACM}},
  booktitle = {Proceedings of the 31st ACM International Conference on Information \& Knowledge Management (CIKM 2022)},
  pages = {1491-–1500},
  isbn = {9781450392365},
  doi = {10.1145/3511808.3557231},
  dimensions = {true},
}

Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy

Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, and 2 more authors

In Proceedings of the 30th Symposium on Advanced Database System (SEBD 2022), 2022

Bib

@inproceedings{sebd22,
  author = {Faggioli, Guglielmo and Ferrante, Marco and Ferro, Nicola and Perego, Raffaele and Tonellotto, Nicola},
  title = {{Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy}},
  booktitle = {{Proceedings of the 30th Symposium on Advanced Database System (SEBD 2022)}},
  pages = {8},
  publisher = {{CEUR-WS}},
  year = {2022},
  issn = {1613-0073},
  dimensions = {true},
}

ACM SIGIR

The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation

Domenico Dato, Sean MacAvaney, Franco Maria Nardini, and 2 more authors

In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), 2022

DOI Bib

@inproceedings{istella22,
  author = {Dato, Domenico and MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola},
  title = {{The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation}},
  booktitle = {{Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)}},
  pages = {3099–3107},
  publisher = {{ACM}},
  year = {2022},
  isbn = {9781450387323},
  doi = {10.1145/3477495.3531740},
  dimensions = {true},
}

ACM SIGIR

Faster Learned Sparse Retrieval with Guided Traversal

Antonio Mallia, Joel Mackenzie, Torsten Suel, and 1 more author

In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), 2022

DOI Bib

@inproceedings{mallia2022,
  author = {Mallia, Antonio and Mackenzie, Joel and Suel, Torsten and Tonellotto, Nicola},
  title = {{Faster Learned Sparse Retrieval with Guided Traversal}},
  booktitle = {{Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)}},
  pages = {1901-1905},
  publisher = {{ACM}},
  year = {2022},
  isbn = {9781450387323},
  doi = {10.1145/3477495.3531774},
  dimensions = {true},
}

ACM SIGIR

On the Role of Relevance in Natural Language Processing Tasks

Artsiom Sauchuk, James Thorne, Alon Halevy, and 2 more authors

In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), 2022

DOI Bib

@inproceedings{nlpir,
  author = {Sauchuk, Artsiom and Thorne, James and Halevy, Alon and Tonellotto, Nicola and Silvestri, Fabrizio},
  title = {{On the Role of Relevance in Natural Language Processing Tasks}},
  booktitle = {{Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)}},
  pages = {1785-1789},
  publisher = {{ACM}},
  year = {2022},
  isbn = {9781450387323},
  doi = {10.1145/3477495.3532034},
  dimensions = {true},
}

ECIR

A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation

Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, and 2 more authors

In Proceedings of the 44th European Conference on Information Retrieval (ECIR 2022), Apr 2022

DOI Bib

@inproceedings{ecir2022,
  author = {Faggioli, Guglielmo and Ferrante, Marco and Ferro, Nicola and Perego, Raffaele and Tonellotto, Nicola},
  booktitle = {Proceedings of the 44th European Conference on Information Retrieval (ECIR 2022)},
  isbn = {9783030997380},
  month = apr,
  pages = {184-198},
  publisher = {ACM},
  title = {A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation},
  year = {2022},
  doi = {10.1007/978-3-030-99736-6\_13},
  dimensions = {true},
}

Adaptive Re-Ranking as an Information-Seeking Agent

Sean MacAvaney, Nicola Tonellotto, and Craig Macdonald

In Proceedings of the PASIR Workshop, Apr 2022

Bib

@inproceedings{pasir22,
  author = {MacAvaney, Sean and Tonellotto, Nicola and Macdonald, Craig},
  title = {Adaptive Re-Ranking as an Information-Seeking Agent},
  year = {2022},
  publisher = {CEUR-WS},
  booktitle = {{Proceedings of the PASIR Workshop}},
  dimensions = {true},
}

Latency-Energy Tradeoffs in Federated Learning on Resource Constrained Edge Computing Systems

Simone Pampaloni, Nicola Tonellotto, and Carlo Vallati

In Proceedings of the AI6G Workshop, Apr 2022

Bib

@inproceedings{ai6g1,
  author = {Pampaloni, Simone and Tonellotto, Nicola and Vallati, Carlo},
  title = {{Latency-Energy Tradeoffs in Federated Learning on Resource Constrained Edge Computing Systems}},
  year = {2022},
  publisher = {CEUR-WS},
  booktitle = {{Proceedings of the AI6G Workshop}},
  dimensions = {true},
}

FedTCS: Federated Learning with Time-based Client Selection to Optimize Edge Resources

Saira Bano, Nicola Tonellotto, Pietro Cassara, and 1 more author

In Proceedings of the AI6G Workshop, Apr 2022

Bib

@inproceedings{ai6g2,
  author = {Bano, Saira and Tonellotto, Nicola and Cassara, Pietro and Gotta, Alberto},
  title = {{FedTCS: Federated Learning with Time-based Client Selection to Optimize Edge Resources}},
  year = {2022},
  publisher = {CEUR-WS},
  booktitle = {{Proceedings of the AI6G Workshop}},
  dimensions = {true},
}

KAFKAFED: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles

Saira Bano, Nicola Tonellotto, Pietro Cassara, and 1 more author

In Proceedings of the PerConAI Workshop, Apr 2022

Bib

@inproceedings{perconai,
  author = {Bano, Saira and Tonellotto, Nicola and Cassara, Pietro and Gotta, Alberto},
  title = {{KAFKAFED: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles}},
  year = {2022},
  publisher = {IEEE},
  booktitle = {{Proceedings of the PerConAI Workshop}},
  dimensions = {true},
}

2021

IPM

Adaptive utterance rewriting for conversational search

Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, and 3 more authors

Information Processing & Management, Apr 2021

DOI Bib

@article{adap-cast,
  title = {Adaptive utterance rewriting for conversational search},
  journal = {{Information Processing \& Management}},
  volume = {58},
  number = {6},
  year = {2021},
  issn = {0306-4573},
  doi = {10.1016/j.ipm.2021.102682},
  author = {Mele, Ida and Muntean, Cristina Ioana and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Frieder, Ophir},
  dimensions = {true},
}

InfSci

Neural network quantization in federated learning at the edge

Nicola Tonellotto, Alberto Gotta, Franco Maria Nardini, and 2 more authors

Information Sciences, Apr 2021

DOI Bib

@article{flq,
  title = {Neural network quantization in federated learning at the edge},
  journal = {Information Sciences},
  volume = {575},
  pages = {417--436},
  year = {2021},
  issn = {0020-0255},
  doi = {10.1016/j.ins.2021.06.039},
  author = {Tonellotto, Nicola and Gotta, Alberto and Nardini, Franco Maria and Gadler, Daniele and Silvestri, Fabrizio},
  dimensions = {true},
}

On Single and Multiple Representations in Dense Passage Retrieval

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis

In Proceedings of the 11th Italian Information Retrieval Workshop (IIR 2021), Apr 2021

Bib

@inproceedings{iir2021,
  author = {Tonellotto, Nicola and Macdonald, Craig and Ounis, Iadh},
  booktitle = {{Proceedings of the 11th Italian Information Retrieval Workshop (IIR 2021)}},
  publisher = {CEUR},
  title = {{On Single and Multiple Representations in Dense Passage Retrieval}},
  year = {2021},
  pages = {11},
  issn = {1613-0073},
  dimensions = {true},
}

ACM CIKM

On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval

Craig Macdonald, and Nicola Tonellotto

In Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021), Apr 2021

DOI Bib

@inproceedings{cikm2021-1,
  author = {Macdonald, Craig and Tonellotto, Nicola},
  booktitle = {{Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021)}},
  publisher = {ACM},
  title = {{On Approximate Nearest Neighbour Selection for Multi-Stage Dense Retrieval}},
  year = {2021},
  pages = {3318-3322},
  isbn = {9781450384469},
  doi = {10.1145/3459637.3482156},
  dimensions = {true},
}

ACM CIKM

Query Embedding Pruning for Dense Retrieval

Nicola Tonellotto, and Craig Macdonald

In Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021), Apr 2021

DOI Bib

@inproceedings{cikm2021-2,
  author = {Tonellotto, Nicola and Macdonald, Craig},
  booktitle = {{Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021)}},
  publisher = {ACM},
  title = {{Query Embedding Pruning for Dense Retrieval}},
  year = {2021},
  pages = {3453-3457},
  isbn = {9781450384469},
  doi = {10.1145/3459637.3482162},
  dimensions = {true},
}

ACM CIKM

PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval

Craig Macdonald, Nicola Tonellotto, Sean MacAvaney, and 1 more author

In Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021), Apr 2021

DOI Bib

@inproceedings{cikm2021-3,
  author = {Macdonald, Craig and Tonellotto, Nicola and MacAvaney, Sean and Ounis, Iadh},
  booktitle = {{Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021)}},
  publisher = {ACM},
  title = {{PyTerrier: Declarative Experimentation in Python from BM25 to Dense Retrieval}},
  year = {2021},
  pages = {4526-4533},
  isbn = {9781450384469},
  doi = {10.1145/3459637.3482013},
  dimensions = {true},
}

ACM CIKM

IR From Bag-of-words to BERT and Beyond through Practical Experiments

Craig Macdonald, Nicola Tonellotto, and Sean MacAvaney

In Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021), Apr 2021

DOI Bib

@inproceedings{cikm2021-4,
  author = {Macdonald, Craig and Tonellotto, Nicola and MacAvaney, Sean},
  booktitle = {{Proceedings of the 30th ACM Conference of Information and Knowledge Management (CIKM 2021)}},
  publisher = {ACM},
  title = {{IR From Bag-of-words to BERT and Beyond through Practical Experiments}},
  year = {2021},
  pages = {4861},
  isbn = {9781450384469},
  doi = {10.1145/3459637.3482028},
  dimensions = {true},
}

ECIR

IR From Bag-of-words to BERT and Beyond through Practical Experiments: An ECIR 2021 Tutorial with PyTerrier And OpenNIR

Sean Macavaney, Craig Macdonald, and Nicola Tonellotto

In Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021), Apr 2021

DOI Bib

@inproceedings{tutorial-ecir,
  author = {Macavaney, Sean and Macdonald, Craig and Tonellotto, Nicola},
  title = {{IR From Bag-of-words to BERT and Beyond through Practical Experiments: An ECIR 2021 Tutorial with PyTerrier And OpenNIR}},
  year = {2021},
  isbn = {978-3-030-72239-5},
  publisher = {Springer},
  doi = {10.1007/978-3-030-72240-1},
  booktitle = {{Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021)}},
  pages = {728-729},
  dimensions = {true},
}

ACM ICTIR

Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval

Xiao Wang, Craig Macdonald, Nicola Tonellotto, and 1 more author

In Proceedings of the 2021 ACM SIGIR on International Conference on Theory of Information Retrieval (ICTIR 2021), Apr 2021

DOI Bib

@inproceedings{neural-prf,
  author = {Wang, Xiao and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  title = {{Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval}},
  year = {2021},
  isbn = {978-1-4503-8611-1},
  publisher = {ACM},
  doi = {10.1145/3409256.3409829},
  booktitle = {{Proceedings of the 2021 ACM SIGIR on International Conference on Theory of Information Retrieval (ICTIR 2021)}},
  pages = {297-306},
  dimensions = {true},
}

ACM SIGIR

Learning Passage Impacts for Inverted Indexes

Antonio Mallia, Omar Khattab, Torsten Suel, and 1 more author

In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), Apr 2021

DOI Bib

@inproceedings{deepimpact,
  author = {Mallia, Antonio and Khattab, Omar and Suel, Torsten and Tonellotto, Nicola},
  title = {{Learning Passage Impacts for Inverted Indexes}},
  booktitle = {{Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)}},
  pages = {1723--1727},
  publisher = {{ACM}},
  year = {2021},
  isbn = {978-1-4503-8037-9},
  doi = {10.1145/3404835.3463030},
  dimensions = {true},
}

ACM SIGIR

Hierarchical Dependence-aware Evaluation Measures for Conversational Search

Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, and 2 more authors

In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), Apr 2021

DOI Bib

@inproceedings{faggioli1,
  author = {Faggioli, Guglielmo and Ferrante, Marco and Ferro, Nicola and Perego, Raffaele and Tonellotto, Nicola},
  title = {{Hierarchical Dependence-aware Evaluation Measures for Conversational Search}},
  booktitle = {{Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)}},
  pages = {1935--1939},
  publisher = {{ACM}},
  year = {2021},
  isbn = {978-1-4503-8037-9},
  doi = {10.1145/3404835.3463090},
  dimensions = {true},
}

Finding Context through Utterance Dependencies in Search Conversations

Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, and 2 more authors

In Proceedings of the Text Retrieval Conference (TREC 2021), Apr 2021

2020

ACM TOIS

Weighting Passages Enhances Accuracy

Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, and 2 more authors

ACM Transactions on Information Systems, Apr 2020

DOI Bib

@article{bm25p,
  author = {Muntean, Cristina Ioana and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Frieder, Ophir},
  title = {Weighting Passages Enhances Accuracy},
  year = {2020},
  volume = {39},
  number = {2},
  issn = {1046-8188},
  doi = {10.1145/3428687},
  journal = {ACM Transactions on Information Systems},
  pages = {11:1--11:26},
  dimensions = {true},
}

ACM TOIS

Using an Inverted Index Synopsis for Query Latency and Performance Prediction

Nicola Tonellotto, and Craig Macdonald

ACM Transactions on Information Systems, Apr 2020

DOI Bib

@article{synopsis,
  author = {Tonellotto, Nicola and Macdonald, Craig},
  title = {Using an Inverted Index Synopsis for Query Latency and Performance Prediction},
  year = {2020},
  volume = {38},
  number = {3},
  issn = {1046-8188},
  doi = {10.1145/3389795},
  journal = {ACM Transactions on Information Systems},
  pages = {1--33},
  dimensions = {true},
}

IPM

Topical result caching in web search engines

Ida Mele, Nicola Tonellotto, Ophir Frieder, and 1 more author

Information Processing & Management, Apr 2020

DOI Bib

@article{MELE2020102193,
  title = {Topical result caching in web search engines},
  journal = {Information Processing \& Management},
  volume = {57},
  number = {3},
  year = {2020},
  issn = {0306-4573},
  doi = {https://doi.org/10.1016/j.ipm.2019.102193},
  author = {Mele, Ida and Tonellotto, Nicola and Frieder, Ophir and Perego, Raffaele},
  pages = {1--21},
  dimensions = {true},
}

Leveraging Cloud Infrastructures for Teaching Advanced Computer Engineering Classes

Antonio Cisternino, Pietro Ducange, Nicola Tonellotto, and 1 more author

In Bridges and Mediation in Higher Distance Education - Second International Workshop (HELMeTO 2020), Apr 2020

DOI Bib

@inproceedings{helmeto,
  author = {Cisternino, Antonio and Ducange, Pietro and Tonellotto, Nicola and Vallati, Carlo},
  title = {Leveraging Cloud Infrastructures for Teaching Advanced Computer Engineering Classes},
  booktitle = {{Bridges and Mediation in Higher Distance Education - Second International
                 Workshop (HELMeTO 2020)}},
  series = {Communications in Computer and Information Science},
  volume = {1344},
  pages = {256--270},
  publisher = {Springer},
  year = {2020},
  isbn = {978-3-030-67434-2},
  doi = {10.1007/978-3-030-67435-9\_20},
  dimensions = {true},
}

ACM SIGIR

Training Curricula for Open Domain Answer Re-Ranking

Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, and 3 more authors

In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Apr 2020

DOI Bib

@inproceedings{curriculum,
  author = {MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Goharian, Nazli and Frieder, Ophir},
  title = {Training Curricula for Open Domain Answer Re-Ranking},
  year = {2020},
  isbn = {9781450380164},
  publisher = {ACM},
  doi = {10.1145/3397271.3401094},
  booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)},
  pages = {529–538},
  dimensions = {true},
}

ACM SIGIR

Topic Propagation in Conversational Search

Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, and 3 more authors

In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Apr 2020

DOI Bib

@inproceedings{castsigir,
  author = {Mele, Ida and Muntean, Cristina Ioana and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Frieder, Ophir},
  title = {Topic Propagation in Conversational Search},
  year = {2020},
  isbn = {9781450380164},
  publisher = {ACM},
  doi = {10.1145/3397271.3401268},
  booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)},
  pages = {2057–2060},
  dimensions = {true},
}

ACM SIGIR

Efficient Document Re-Ranking for Transformers by Precomputing Term Representations

Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, and 3 more authors

In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Apr 2020

DOI Bib

@inproceedings{prettr,
  author = {MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Goharian, Nazli and Frieder, Ophir},
  title = {Efficient Document Re-Ranking for Transformers by Precomputing Term Representations},
  year = {2020},
  isbn = {9781450380164},
  publisher = {ACM},
  doi = {10.1145/3397271.3401093},
  booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)},
  pages = {49–58},
  dimensions = {true},
}

ACM SIGIR

Expansion via Prediction of Importance with Contextualization

Sean MacAvaney, Franco Maria Nardini, Raffaele Perego, and 3 more authors

In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Apr 2020

DOI Bib

@inproceedings{epic,
  author = {MacAvaney, Sean and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola and Goharian, Nazli and Frieder, Ophir},
  title = {Expansion via Prediction of Importance with Contextualization},
  year = {2020},
  isbn = {9781450380164},
  publisher = {ACM},
  doi = {10.1145/3397271.3401262},
  booktitle = {Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)},
  pages = {1573–1576},
  dimensions = {true},
}

ACM ICTIR

Declarative Experimentation in Information Retrieval Using PyTerrier

Craig Macdonald, and Nicola Tonellotto

In Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval (ICTIR 2020), Apr 2020

DOI Bib

@inproceedings{pyterrier1,
  author = {Macdonald, Craig and Tonellotto, Nicola},
  title = {{Declarative Experimentation in Information Retrieval Using PyTerrier}},
  year = {2020},
  isbn = {9781450380676},
  publisher = {ACM},
  doi = {10.1145/3409256.3409829},
  booktitle = {{Proceedings of the 2020 ACM SIGIR on International Conference on Theory of Information Retrieval (ICTIR 2020)}},
  pages = {161–168},
  dimensions = {true},
}

Topical Enrichment of Conversational Search Utterances

Ida Mele, Cristina Ioana Muntean, Franco Maria Nardini, and 2 more authors

In Proceedings of the Text Retrieval Conference (TREC 2020), Apr 2020

A Cloud-Based Approach for Teaching Cloud Computing and Distributed Databases

Antonio Cisternino, Pietro Ducange, Nicola Tonellotto, and 1 more author

In HELMeTO - International Workshop on Higher Education Learning Methodologies and Technologies Online, Apr 2020

Bib

@inproceedings{helmeto1,
  author = {Cisternino, Antonio and Ducange, Pietro and Tonellotto, Nicola and Vallati, Carlo},
  title = {A Cloud-Based Approach for Teaching Cloud Computing and Distributed Databases},
  year = {2020},
  isbn = {9788899978228},
  booktitle = {HELMeTO - International Workshop on Higher Education Learning Methodologies and Technologies Online},
  pages = {134-137},
  dimensions = {true},
}

2019

ACM SIGIR

Enhanced News Retrieval: Passages Lead the Way!

Matteo Catena, Ophir Frieder, Cristina Ioana Muntean, and 3 more authors

In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Jul 2019

DOI Bib

@inproceedings{cris,
  address = {Paris, France},
  author = {Catena, Matteo and Frieder, Ophir and Muntean, Cristina Ioana and Nardini, Franco Maria and Perego, Raffaele and Tonellotto, Nicola},
  booktitle = {Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019)},
  isbn = {978-1-4503-6172-9},
  month = jul,
  pages = {1269-1272},
  publisher = {ACM},
  title = {{Enhanced News Retrieval: Passages Lead the Way!}},
  year = {2019},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 0 Google Cit. 0},
  doi = {10.1145/3331184.3331373},
  dimensions = {true},
}

ACM SIGIR

Multiple Query Processing via Logic Function Factoring

Matteo Catena, and Nicola Tonellotto

In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Jul 2019

DOI Bib

@inproceedings{qvar,
  address = {Paris, France},
  author = {Catena, Matteo and Tonellotto, Nicola},
  booktitle = {Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019)},
  isbn = {978-1-4503-6172-9},
  month = jul,
  pages = {937-940},
  publisher = {ACM},
  title = {{Multiple Query Processing via Logic Function Factoring}},
  year = {2019},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 0 Google Cit. 0},
  doi = {10.1145/3331184.3331297},
  dimensions = {true},
}

2018

IEEE TPDS

Parallel Traversal of Large Ensembles of Decision Trees

Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, and 4 more authors

IEEE Transactions on Parallel and Distributed Systems, Jul 2018

DOI Bib

@article{tpds,
  author = {Lettich, Francesco and Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola and Venturini, Rossano},
  bibmarkers = {Impact Factor (2017) 3.971 CiteScore (2017) 5.68 SJR (2017) 0.983 SNIP (2017) 2.86 Scopus Cit. 0 Google Cit. 0},
  doi = {10.1109/TPDS.2018.2860982},
  issn = {1045-9219},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  number = {9},
  volume = {30},
  pages = {2075--2089},
  title = {Parallel Traversal of Large Ensembles of Decision Trees},
  year = {2018},
  dimensions = {true},
}

JoGC

Dataset Popularity Prediction for Caching of CMS Big Data

Marco Meoni, Raffaele Perego, and Nicola Tonellotto

Journal of Grid Computing, Jul 2018

DOI Bib

@article{Meoni20181,
  author = {Meoni, Marco and Perego, Raffaele and Tonellotto, Nicola},
  bibmarkers = {Impact Factor (2017) 2.800 CiteScore (2017) 3.73 SJR (2017) 0.698 SNIP (2017) 1.919 Scopus Cit. 2 Google Cit. 3},
  issn = {1570-7873},
  journal = {Journal of Grid Computing},
  pages = {1-18},
  title = {Dataset Popularity Prediction for Caching of CMS Big Data},
  year = {2018},
  doi = {https://doi.org/10.1007/s10723-018-9436-4},
  dimensions = {true},
}

FNTIR

Efficient Query Processing for Scalable Web Search

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis

Foundations and Trends in Information Retrieval, Jul 2018

DOI Bib

@article{fntir,
  author = {Tonellotto, Nicola and Macdonald, Craig and Ounis, Iadh},
  bibmarkers = {Impact Factor (2017) 3.125 CiteScore (2017) 9.80 SJR (2017) 1.073 SNIP (2017) 6.452 Scopus Cit. 0 Google Cit. 0},
  issn = {1554-0669},
  journal = {Foundations and Trends in Information Retrieval},
  number = {4--5},
  pages = {319--492},
  title = {Efficient Query Processing for Scalable Web Search},
  volume = {12},
  year = {2018},
  doi = {http://dx.doi.org/10.1561/1500000057},
  dimensions = {true},
}

Performance Analysis of WebRTC-based Video Streaming over Power Constrained Platforms

Manlio Bacco, Matteo Catena, Tomaso Cola, and 2 more authors

In Proceedings of the 2018 IEEE Global Communications Conference (GLOBECOM 2018), Dec 2018

DOI Bib

@inproceedings{globecom2018,
  address = {Abu Dhabi, UAE},
  author = {Bacco, Manlio and Catena, Matteo and de Cola, Tomaso and Gotta, Alberto and Tonellotto, Nicola},
  title = {{Performance Analysis of WebRTC-based Video Streaming over Power Constrained Platforms}},
  booktitle = {Proceedings of the 2018 IEEE Global Communications Conference (GLOBECOM 2018)},
  month = dec,
  publisher = {IEEE},
  year = {2018},
  pages = {6},
  doi = {10.1109/GLOCOM.2018.8647375},
  dimensions = {true},
}

ACM CIKM

Efficient Energy Management in Distributed Web Search

Nicola Tonellotto Matteo Catena

In Proceedings of the 27^th ACM Conference of Information and Knowledge Management (CIKM 2018), Oct 2018

DOI Bib

@inproceedings{cikm2018,
  address = {Torino, Italy},
  author = {Matteo Catena, Ophir Frieder, Nicola Tonellotto},
  booktitle = {Proceedings of the $27^{th}$ ACM Conference of Information and Knowledge Management (CIKM 2018)},
  month = oct,
  publisher = {ACM},
  title = {Efficient Energy Management in Distributed Web Search},
  year = {2018},
  pages = {4},
  doi = {10.1145/3269206.3269263},
  dimensions = {true},
}

ACM SIGIR

Efficient Query Processing Infrastructures

Nicola Tonellotto, and Craig Macdonald

In Proceedings of the 41^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Jul 2018

DOI Bib

@inproceedings{tutorial:sigir:2018,
  address = {Ann Arbor (MI), USA},
  author = {Tonellotto, Nicola and Macdonald, Craig},
  title = {Efficient Query Processing Infrastructures},
  booktitle = {Proceedings of the $41^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018)},
  month = jul,
  publisher = {ACM},
  year = {2018},
  pages = {4},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 0 Google Cit. 0},
  doi = {10.1145/3209978.3210191},
  dimensions = {true},
}

Popularity-Based Caching of CMS Datasets

Marco Meoni, Raffaele Perego, and Nicola Tonellotto

Advances in Parallel Computing, Jul 2018

DOI Bib

@article{Meoni2018221,
  author = {Meoni, Marco and Perego, Raffaele and Tonellotto, Nicola},
  bibmarkers = {Impact Factor (2017) NA CiteScore (2017) 0.37 SJR (2017) 0.174 SNIP (2017) 0.407 Scopus Cit. 0 Google Cit. 0},
  issn = {09275452},
  journal = {Advances in Parallel Computing},
  pages = {221-231},
  title = {Popularity-Based Caching of CMS Datasets},
  volume = {32},
  year = {2018},
  doi = {https://dx.doi.org/10.3233/978-1-61499-843-3-221},
  dimensions = {true},
}

Energy Efficiency in Large Scale Information Retrieval Systems

Nicola Tonellotto

In Proceedings of the 1^st International Workshop on Energy Efficient Data Mining and Knowledge Discovery (in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2018), Dublin, Ireland, Jul 2018

2017

IEEE TKDE

Energy-efficient Query Processing in Web Search Engines

Matteo Catena, and Nicola Tonellotto

IEEE Transactions on Knowledge and Data Engineering, Jul 2017

DOI Bib

@article{tkde,
  author = {Catena, Matteo and Tonellotto, Nicola},
  bibmarkers = {Impact Factor (2017) 2.775 CiteScore (2017) 5.45 SJR (2017) 1.133 SNIP (2017) 2.948 Scopus Cit. 3 Google Cit. 8},
  issn = {10414347},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  number = {7},
  pages = {1412-1425},
  title = {Energy-efficient Query Processing in Web Search Engines},
  volume = {29},
  year = {2017},
  doi = {https://dx.doi.org/10.1109/TKDE.2017.2681279},
  dimensions = {true},
}

ECIR

Efficient Query Processing Infrastructures

Nicola Tonellotto, and Craig Macdonald

In Proceedings of the 39th European Conference on Information Retrieval (ECIR 2017), Apr 2017

Bib

@inproceedings{tutorial:ecir:2017,
  address = {Aberdeen, UK},
  author = {Tonellotto, Nicola and Macdonald, Craig},
  title = {Efficient Query Processing Infrastructures},
  booktitle = {{Proceedings of the 39th European Conference on Information Retrieval (ECIR 2017)}},
  month = apr,
  publisher = {Springer},
  year = {2017},
  pages = {1},
  isbn = {978-3-319-56607-8},
  bibmarkers = {GRIN-2017 Classe A- Scopus Cit. 0 Google Cit. 0},
  dimensions = {true},
}

Multicore/manycore parallel traversal of large forests of regression trees

Francesco Lettich, Claudio Lucchese, Franco Maria Nardini, and 4 more authors

In Proceedings of the 15^th IEEE International Conference on High Performance Computing and Simulation (HPCS 2017), Jul 2017

DOI Bib

@inproceedings{Lettich2017915,
  address = {Genova, Italy},
  author = {Lettich, Francesco and Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola and Venturini, Rossano},
  title = {Multicore/manycore parallel traversal of large forests of regression trees},
  booktitle = {Proceedings of the $15^{th}$ IEEE International Conference on High Performance Computing and Simulation (HPCS 2017)},
  month = jul,
  publisher = {IEEE},
  year = {2017},
  pages = {915},
  isbn = {978-153863250-5},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 0 Google Cit. 0},
  doi = {10.1109/HPCS.2017.154},
  dimensions = {true},
}

QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, and 3 more authors

In Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), Sep 2017

DOI Bib

@inproceedings{Lucchese2017383,
  address = {Skopje, Macedonia},
  author = {Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola and Venturini, Rossano},
  title = {QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees},
  booktitle = {Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017)},
  month = sep,
  year = {2017},
  publisher = {Springer},
  pages = {383-387},
  isbn = {978-331971272-7},
  bibmarkers = {GRIN-2017 Classe A Scopus Cit. 0 Google Cit. 1},
  doi = {10.1007/978-3-319-71273-4\_36},
  dimensions = {true},
}

ACM ICTIR

Upper Bound Approximation for BlockMaxWand

Craig Macdonald, and Nicola Tonellotto

In Proceedings of the 3^rd ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR 2017), Oct 2017

DOI Bib

@inproceedings{ubbmw,
  address = {Amsterdam, The Netherlands},
  author = {Macdonald, Craig and Tonellotto, Nicola},
  booktitle = {Proceedings of the $3^{rd}$ ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR 2017)},
  isbn = {978-1-4503-4490-6},
  month = oct,
  pages = {273--276},
  publisher = {ACM},
  title = {Upper Bound Approximation for BlockMaxWand},
  year = {2017},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 0 Google Cit. 0},
  doi = {10.1145/3121050.3121094},
  dimensions = {true},
}

ACM SIGIR

Faster BlockMax WAND with Variable-sized Blocks

Antonio Mallia, Giuseppe Ottaviano, Elia Porciani, and 2 more authors

In Proceedings of the 40^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Aug 2017

DOI Bib

@inproceedings{vbmw,
  address = {Tokyo, Japan},
  author = {Mallia, Antonio and Ottaviano, Giuseppe and Porciani, Elia and Tonellotto, Nicola and Venturini, Rossano},
  booktitle = {Proceedings of the $40^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)},
  isbn = {978-1-4503-5022-8},
  month = aug,
  pages = {625--634},
  publisher = {ACM},
  title = {{Faster BlockMax WAND with Variable-sized Blocks}},
  year = {2017},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 4 Google Cit. 6},
  doi = {10.1145/3077136.3080780},
  dimensions = {true},
}

ACM SIGIR

Efficient & Effective Selective Query Rewriting with Efficiency Predictions

Craig Macdonald, Nicola Tonellotto, and Iadh Ounis

In Proceedings of the 40^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Aug 2017

DOI Bib

@inproceedings{rewriting,
  address = {Tokyo, Japan},
  author = {Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  booktitle = {Proceedings of the $40^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)},
  isbn = {978-1-4503-5022-8},
  month = aug,
  pages = {495--504},
  publisher = {ACM},
  title = {{Efficient \& Effective Selective Query Rewriting with Efficiency Predictions}},
  year = {2017},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 3 Google Cit. 5},
  doi = {10.1145/3077136.3080827},
  dimensions = {true},
}

2016

ACM TOIS

Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees

Domenico Dato, Claudio Lucchese, Franco Maria Nardini, and 4 more authors

ACM Transactions on Information Systems, Aug 2016

DOI Bib

@article{tois:quickscorer,
  author = {Dato, Domenico and Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola and Venturini, Rossano},
  bibmarkers = {Impact Factor (2016) 2.312 CiteScore (2017) 3.37 SJR (2017) 0.563 SNIP (2017) 2.151 Scopus Cit. 13 Google Cit. 14},
  issn = {1046-8188},
  journal = {ACM Transactions on Information Systems},
  number = {2},
  pages = {15:1--15:31},
  title = {Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees},
  volume = {35},
  year = {2016},
  doi = {https://doi.org/10.1145/2987380},
  dimensions = {true},
}

IPM

Quality versus efficiency in document scoring with learning-to-rank models

Gabriele Capannini, Claudio Lucchese, Franco Maria Nardini, and 3 more authors

Information Processing & Management, Aug 2016

DOI Bib

@article{ipm:ltr,
  author = {Capannini, Gabriele and Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola},
  bibmarkers = {Impact Factor (2016) 2.391 CiteScore (2017) 4.23 SJR (2017) 0.92 SNIP (2017) 2.66 Scopus Cit. 17 Google Cit. 25},
  issn = {0306-4573},
  journal = {Information Processing \& Management},
  number = {6},
  pages = {1161 - 1177},
  title = {Quality versus efficiency in document scoring with learning-to-rank models},
  volume = {52},
  year = {2016},
  doi = {https://doi.org/10.1016/j.ipm.2016.05.004},
  dimensions = {true},
}

ACM WWW

Exploiting Green Energy to Reduce the Operational Costs of Multi-Center Web Search Engines

Nicola Tonellotto Roi Blanco

In Proceedings of the 25^th International Conference on World Wide Web (WWW 2016), Apr 2016

DOI Bib

@inproceedings{energy:www,
  address = {Montréal, Canada},
  author = {Roi Blanco, Matteo Catena, Nicola Tonellotto},
  booktitle = {Proceedings of the $25^{th}$ International Conference on World Wide Web (WWW 2016)},
  isbn = {978-1-4503-4143-1},
  month = apr,
  pages = {1237--1247},
  publisher = {ACM},
  title = {{Exploiting Green Energy to Reduce the Operational Costs of Multi-Center Web Search Engines}},
  year = {2016},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 3 Google Cit. 7},
  doi = {10.1145/2872427.2883021},
  dimensions = {true},
}

ACM SIGIR

Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, and 3 more authors

In Proceedings of the 39^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Jul 2016

DOI Bib

@inproceedings{quickscorer:simd,
  address = {Pisa, Italy},
  author = {Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola and Venturini, Rossano},
  booktitle = {Proceedings of the $39^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016)},
  isbn = {978-1-4503-4069-4},
  month = jul,
  pages = {833--836},
  publisher = {ACM},
  title = {{Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles}},
  year = {2016},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 9 Google Cit. 9},
  doi = {10.1145/2911451.2914758},
  dimensions = {true},
}

Speed-up Document Scoring with Tree Ensembles using CPU SIMD Extensions

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, and 3 more authors

In Proceedings of the 7^th Italian Information Retrieval Workshop (IIR 2016), May 2016

2015

Queuing Theory-based Latency/Power Tradeoff Models for Replicated Search Engines

Ana Freire, Craig Macdonald, Nicola Tonellotto, and 2 more authors

Journal of Universal Computer Science, May 2015

DOI Bib

@article{freire,
  author = {Freire, Ana and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh and Cacheda, Fidel},
  bibmarkers = {Impact Factor (2015) 0.546 CiteScore (2017) 1.15 SJR (2017) 0.357 SNIP (2017) 1.042 Scopus Cit. 1 Google Cit. 1},
  issn = {0948-695X},
  journal = {Journal of Universal Computer Science},
  number = {13},
  pages = {1790--1809},
  title = {Queuing Theory-based Latency/Power Tradeoff Models for Replicated Search Engines},
  volume = {21},
  year = {2015},
  doi = {http://dx.doi.org/10.3217/jucs-021-13-1790},
  dimensions = {true},
}

MIDAS: A Cloud Platform for SOA Testing as a Service

Alberto De Francesco, Claudia Di Napoli, Maurizio Giordano, and 3 more authors

International Journal of High Performance Computing and Networking, May 2015

DOI Bib

@article{midas:journal,
  author = {De Francesco, Alberto and Di Napoli, Claudia and Giordano, Maurizio and Ottaviano, Giuseppe and Tonellotto, Nicola and Perego, Raffaele},
  bibmarkers = {Impact Factor (2015) NA CiteScore (2017) 1.22 SJR (2017) 0.428 SNIP (2017) 1.054 Scopus Cit. 6 Google Cit. 5},
  issn = {1740-0562},
  journal = {International Journal of High Performance Computing and Networking},
  number = {3},
  pages = {285--300},
  title = {MIDAS: A Cloud Platform for SOA Testing as a Service},
  volume = {8},
  year = {2015},
  doi = {https://doi.org/10.1504/IJHPCN.2015.071254},
  dimensions = {true},
}

ACM SIGIR

QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, and 3 more authors

In Proceedings of the 38^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015), Aug 2015

DOI Bib

@inproceedings{quickscorer,
  address = {Santiago, Chile},
  author = {Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola and Venturini, Rossano},
  booktitle = {Proceedings of the $38^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)},
  isbn = {978-1-4503-3317-7},
  month = aug,
  pages = {73--82},
  publisher = {ACM},
  title = {{QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees}},
  year = {2015},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 27 Google Cit. 32},
  doi = {10.1145/2766462.2767733},
  dimensions = {true},
}

ACM SIGIR

Speeding Up Document Ranking with Rank-based Features

Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, and 2 more authors

In Proceedings of the 38^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015), Aug 2015

DOI Bib

@inproceedings{sigir2015-claudio,
  address = {Santiago, Chile},
  author = {Lucchese, Claudio and Nardini, Franco Maria and Orlando, Salvatore and Perego, Raffaele and Tonellotto, Nicola},
  booktitle = {Proceedings of the $38^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)},
  isbn = {978-1-4503-3317-7},
  month = aug,
  pages = {895--898},
  publisher = {ACM},
  title = {{Speeding Up Document Ranking with Rank-based Features}},
  year = {2015},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 7 Google Cit. 6},
  doi = {10.1145/2766462.2767776},
  dimensions = {true},
}

ACM SIGIR

Load-sensitive CPU Power Management for Web Search Engines

Matteo Catena, Craig Macdonald, and Nicola Tonellotto

In Proceedings of the 38^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015), Aug 2015

DOI Bib

@inproceedings{sigir2015-matteo,
  address = {Santiago, Chile},
  author = {Catena, Matteo and Macdonald, Craig and Tonellotto, Nicola},
  booktitle = {Proceedings of the $38^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)},
  isbn = {978-1-4503-3621-5},
  month = aug,
  pages = {751--754},
  publisher = {ACM},
  title = {{Load-sensitive CPU Power Management for Web Search Engines}},
  year = {2015},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 3 Google Cit. 9},
  doi = {10.1145/2766462.2767809},
  dimensions = {true},
}

The MIDAS Cloud Platform for Testing SOA Applications

Steffen Herbold, Alberto De Francesco, Jens Grabowski, and 11 more authors

In Proceedings of the 8^th IEEE International Conference on Software Testing, Verification and Validation (ICST 2015), Apr 2015

DOI Bib

@inproceedings{midas2,
  address = {Graz, Austria},
  author = {Herbold, Steffen and Francesco, Alberto De and Grabowski, Jens and Harms, Patrick and Hillah, Lom M. and Kordon, Fabrice and Maesano, Ariele-Paolo and Maesano, Libero and Napoli, Claudia Di and Rosa, Fabio De and Schneider, Martin and Tonellotto, Nicola and Wendland, Marc-Florian and Wuillemin, Pierre-Henri},
  booktitle = {Proceedings of the $8^{th}$ IEEE International Conference on Software Testing, Verification and Validation (ICST 2015)},
  isbn = {978-1-4799-7125-1},
  month = apr,
  pages = {1--8},
  publisher = {IEEE},
  title = {{The MIDAS Cloud Platform for Testing SOA Applications}},
  year = {2015},
  bibmarkers = {GRIN-2017 Classe B- Scopus Cit. 4 Google Cit. 6},
  doi = {10.1109/ICST.2015.7102636},
  dimensions = {true},
}

ACM WSDM

Optimal Space-Time Tradeoffs for Inverted Indexes

Giuseppe Ottaviano, Nicola Tonellotto, and Rossano Venturini

In Proceedings of the 8^th International Conference on Web search and data mining (WSDM 2015), Feb 2015

DOI Bib

@inproceedings{wsdm2015,
  address = {Shangai, China},
  author = {Ottaviano, Giuseppe and Tonellotto, Nicola and Venturini, Rossano},
  booktitle = {Proceedings of the $8^{th}$ International Conference on Web search and data mining (WSDM 2015)},
  isbn = {978-1-4503-3317-7},
  month = feb,
  pages = {47--56},
  publisher = {ACM},
  title = {Optimal Space-Time Tradeoffs for Inverted Indexes},
  year = {2015},
  bibmarkers = {GRIN-2017 Classe A+ Scopus Cit. 12 Google Cit. 20},
  doi = {10.1145/2684822.2685297},
  dimensions = {true},
}

QuickRank: a C++ Suite of Learning to Rank Algorithms

Gabriele Capannini, Domenico Dato, Claudio Lucchese, and 5 more authors

In Proceedings of the 6^th Italian Information Retrieval Workshop (IIR 2015), May 2015
Entity Linking on Philosophical Documents

Diego Ceccarelli, Alberto De Francesco, Raffaele Perego, and 3 more authors

In Proceedings of the 6^th Italian Information Retrieval Workshop (IIR 2015), May 2015
A Study on Query Energy Consumption in Web Search Engines

Matteo Catena, and Nicola Tonellotto

In Proceedings of the 6^th Italian Information Retrieval Workshop (IIR 2015), May 2015

2014

A SOA Testing platform on the Cloud: the MIDAS experience

Alberto De Francesco, Claudia Di Napoli, Maurizio Giordano, and 2 more authors

In Proceedings of the International Conference on Intelligent Networking and Collaborative Systems (INCoS 2014), Sep 2014

DOI Bib

@inproceedings{midas1,
  author = {Francesco, Alberto De and Napoli, Claudia Di and Giordano, Maurizio and Ottaviano, Giuseppe and abd Nicola Tonellotto, Raffaele Perego},
  booktitle = {Proceedings of the International Conference on Intelligent Networking and Collaborative Systems (INCoS 2014)},
  isbn = {978-1-4799-6386-7},
  month = sep,
  pages = {659--664},
  publisher = {IEEE},
  title = {{A SOA Testing platform on the Cloud: the MIDAS experience}},
  year = {2014},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 2 Google Cit. 2},
  doi = {10.1109/INCoS.2014.62},
  dimensions = {true},
}

Towards Green Information Retrieval: Studying the Suitability of Queueing Theory in Reducing Power Consumption

Ana Freire, Craig Macdonald, Nicola Tonellotto, and 2 more authors

In Proceedings of the 3^rd Spanish Conference on Information Retrieval (CERI 2014), Apr 2014

Bib

@inproceedings{ceri2014,
  address = {A Coruna, Spain},
  author = {Freire, Ana and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh and Cacheda, Fidel},
  booktitle = {Proceedings of the $3^{rd}$ Spanish Conference on Information Retrieval (CERI 2014)},
  month = apr,
  pages = {12},
  title = {Towards Green Information Retrieval: Studying the Suitability of Queueing Theory in Reducing Power Consumption},
  year = {2014},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 0 Google Cit. 1},
  dimensions = {true},
}

ACM WSDM

A Self-Adapting Latency/Power Tradeoff Model for Replicated Search Engines

Ana Freire, Craig Macdonald, Nicola Tonellotto, and 2 more authors

In Proceedings of the 7^th International Conference on Web search and data mining (WSDM 2014), Feb 2014

DOI Bib

@inproceedings{wsdm2014,
  address = {New York City (NY), USA},
  author = {Freire, Ana and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh and Cacheda, Fidel},
  booktitle = {Proceedings of the $7^{th}$ International Conference on Web search and data mining (WSDM 2014)},
  isbn = {978-1-4503-2351-2},
  month = feb,
  pages = {13--22},
  publisher = {ACM},
  title = {A Self-Adapting Latency/Power Tradeoff Model for Replicated Search Engines},
  year = {2014},
  bibmarkers = {GRIN-2017 Classe A+ Scopus Cit. 11 Google Cit. 15},
  doi = {10.1145/2556195.2556246},
  dimensions = {true},
}

A SOA Testing platform on the Cloud: the MIDAS experience

Alberto De Francesco, Claudia Di Napoli, Maurizio Giordano, and 3 more authors

In Proceedings of the Cloud Computing Project and Initiatives Workshop, Ischia, Italy, Feb 2014

2013

ACM CIKM

Load-Sensitive Selective Pruning for Distributed Search

Daniele Broccolo, Craig Macdonald, Iadh Ounis, and 4 more authors

In Proceedings of the 22^nd ACM Conference of Information and Knowledge Management (CIKM 2013), Oct 2013

DOI Bib

@inproceedings{cikm2013,
  address = {San Francisco (CA), USA},
  author = {Broccolo, Daniele and Macdonald, Craig and Ounis, Iadh and Orlando, Salvatore and Perego, Raffaele and Silvestri, Fabrizio and Tonellotto, Nicola},
  booktitle = {Proceedings of the $22^{nd}$ ACM Conference of Information and Knowledge Management (CIKM 2013)},
  isbn = {978-1-4503-2263-8},
  month = oct,
  pages = {379--388},
  publisher = {ACM},
  title = {Load-Sensitive Selective Pruning for Distributed Search},
  year = {2013},
  bibmarkers = {GRIN-2017 Classe A+ Scopus Cit. 10 Google Cit. 14},
  doi = {10.1145/2505515.2505699},
  dimensions = {true},
}

Query Processing in Highly-Loaded Search Engines

Daniele Broccolo, Craig Macdonald, Iadh Ounis, and 4 more authors

In Proceedings of the 20^th String Processing and Information Retrieval Symposium (SPIRE 2013), Oct 2013

DOI Bib

@inproceedings{spire2013,
  address = {Jerusalem, Israel},
  author = {Broccolo, Daniele and Macdonald, Craig and Ounis, Iadh and Orlando, Salvatore and Perego, Raffaele and Silvestri, Fabrizio and Tonellotto, Nicola},
  booktitle = {Proceedings of the $20^{th}$ String Processing and Information Retrieval Symposium (SPIRE 2013)},
  isbn = {978-3-319-02431-8},
  month = oct,
  pages = {49--55},
  publisher = {Springer-Verlag},
  title = {Query Processing in Highly-Loaded Search Engines},
  year = {2013},
  bibmarkers = {GRIN-2017 Classe B Scopus Cit. 1 Google Cit. 5},
  doi = {10.1007/978-3-319-02432-5\_9},
  dimensions = {true},
}

Performance evaluation of SPDY over high latency satellite channels

Alberto Gotta, Nicola Tonellotto, Andrea Cardaci, and 1 more author

In Personal Satellite Services. Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 123, Oct 2013

DOI Bib

@inproceedings{psats:2013,
  author = {Gotta, Alberto and Tonellotto, Nicola and Cardaci, Andrea and Caviglione, Luca},
  title = {Performance evaluation of SPDY over high latency satellite channels},
  booktitle = {Personal Satellite Services. Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 123},
  isbn = {978-3-319-02761-6},
  pages = {123--134},
  publisher = {Springer-Verlag},
  year = {2013},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 16 Google Cit. 21},
  doi = {10.1007/978-3-319-02762-3\_11},
  dimensions = {true},
}

On cloud based multisource reliable multicast transport in broadband multimedia satellite networks

Alberto Gotta, Nicola Tonellotto, and Emnet Tsadiku Abdo

In Proceedings of the 4^th International ICST Conference on Personal Satellite Services (PSATS 2012), Mar 2013

DOI Bib

@inproceedings{psats:2012,
  author = {Gotta, Alberto and Tonellotto, Nicola and Abdo, Emnet Tsadiku},
  title = {On cloud based multisource reliable multicast transport in broadband multimedia satellite networks},
  booktitle = {Proceedings of the $4^{th}$ International ICST Conference on Personal Satellite Services (PSATS 2012)},
  month = mar,
  isbn = {978-3-642-36786-1},
  pages = {156--163},
  publisher = {Springer-Verlag},
  year = {2013},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 0 Google Cit. 0},
  doi = {10.1007/978-3-642-36787-8\_19},
  dimensions = {true},
}

ECIR

Hybrid Query Scheduling for a Replicated Search Engine

Ana Freire, Craig Macdonald, Nicola Tonellotto, and 2 more authors

In Proceedings of the 35^th European Conference on Information Retrieval (ECIR 2013), Mar 2013

DOI Bib

@inproceedings{ecir2013,
  address = {Moscow, Russia},
  author = {Freire, Ana and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh and Cacheda, Fidel},
  booktitle = {Proceedings of the $35^{th}$ European Conference on Information Retrieval (ECIR 2013)},
  isbn = {978-3-642-36972-8},
  month = mar,
  pages = {435--446},
  publisher = {ACM},
  title = {Hybrid Query Scheduling for a Replicated Search Engine},
  year = {2013},
  bibmarkers = {GRIN-2017 Classe A- Scopus Cit. 7 Google Cit. 13},
  doi = {10.1007/978-3-642-36973-5\_37},
  dimensions = {true},
}

ACM WSDM

Efficient and effective retrieval using selective pruning

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis

In Proceedings of the 6^th International Conference on Web search and data mining (WSDM 2013), Feb 2013

DOI Bib

@inproceedings{wsdm2013,
  address = {Roma, Italy},
  author = {Tonellotto, Nicola and Macdonald, Craig and Ounis, Iadh},
  booktitle = {Proceedings of the $6^{th}$ International Conference on Web search and data mining
   (WSDM 2013)},
  isbn = {978-1-4503-1869-3},
  month = feb,
  pages = {63--72},
  publisher = {ACM},
  title = {Efficient and effective retrieval using selective pruning},
  year = {2013},
  bibmarkers = {GRIN-2017 Classe A+ Scopus Cit. 30 Google Cit. 39},
  doi = {10.1145/2433396.2433407},
  dimensions = {true},
}

2012

Resource Management in Grid/Clouds (invited)

Nicola Tonellotto

In Proceedings of the 4^th International ICST Conference on Personal Satellite Services (PSATS 2012), Mar 2012

Bib

@inproceedings{psats:2012:invited,
  author = {Tonellotto, Nicola},
  title = {Resource Management in Grid/Clouds (invited)},
  booktitle = {Proceedings of the $4^{th}$ International ICST Conference on Personal Satellite Services (PSATS 2012)},
  month = mar,
  publisher = {Springer-Verlag},
  year = {2012},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 0 Google Cit. 0},
  dimensions = {true},
}

ACM SIGIR

Learning to Predict Response Times for Online Query Scheduling

Craig Macdonald, Nicola Tonellotto, and Iadh Ounis

In Proceedings of the 35^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), Aug 2012

DOI Bib

@inproceedings{sigir2012:1,
  author = {Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  booktitle = {Proceedings of the $35^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012)},
  isbn = {978-1-4503-1472-5},
  month = aug,
  pages = {621--630},
  publisher = {ACM},
  title = {Learning to Predict Response Times for Online Query Scheduling},
  year = {2012},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 38 Google Cit. 68},
  doi = {10.1145/2348283.2348367},
  dimensions = {true},
}

ACM SIGIR

Effect of Dynamic Pruning Safety on Learning to Rank Effectiveness

Craig Macdonald, Nicola Tonellotto, and Iadh Ounis

In Proceedings of the 35^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), Aug 2012

DOI Bib

@inproceedings{sigir2012:2,
  address = {Portland (OR), USA},
  author = {Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  booktitle = {Proceedings of the $35^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012)},
  isbn = {978-1-4503-1472-5},
  month = aug,
  pages = {1051--1052},
  publisher = {ACM},
  title = {Effect of Dynamic Pruning Safety on Learning to Rank Effectiveness},
  year = {2012},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 5 Google Cit. 6},
  doi = {10.1145/2348283.2348464},
  dimensions = {true},
}

ACM SIGIR

Scheduling Queries Across Replicas

Ana Freire, Craig Macdonald, Nicola Tonellotto, and 2 more authors

In Proceedings of the 35^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012), Aug 2012

DOI Bib

@inproceedings{sigir2012:3,
  address = {Portland (OR), USA},
  author = {Freire, Ana and Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh and Cacheda, Fidel},
  booktitle = {Proceedings of the $35^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012)},
  isbn = {978-1-4503-1472-5},
  month = aug,
  pages = {1139--1140},
  publisher = {ACM},
  title = {Scheduling Queries Across Replicas},
  year = {2012},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 3 Google Cit. 8},
  doi = {10.1145/2348283.2348508},
  dimensions = {true},
}

2011

ACM TOIS

Upper-bound Approximations for Dynamic Pruning

Craig Macdonald, Iadh Ounis, and Nicola Tonellotto

ACM Transactions on Information Systems, Aug 2011

DOI Bib

@article{approximations:journal,
  author = {Macdonald, Craig and Ounis, Iadh and Tonellotto, Nicola},
  bibmarkers = {Impact Factor (2011) 1.077 CiteScore (2017) 3.37 SJR (2017) 0.563 SNIP (2017) 2.151 Scopus Cit. 20 Google Cit. 33},
  issn = {1046-8188},
  journal = {ACM Transactions on Information Systems},
  number = {4},
  pages = {17:1--17:28},
  title = {Upper-bound Approximations for Dynamic Pruning},
  volume = {29},
  year = {2011},
  doi = {https://doi.org/10.1145/2037661.2037662},
  dimensions = {true},
}

Adaptive instantiation of service workflows using a chemical approach

Claudia Di Napoli, Maurizio Giordano, Zsolt Németh, and 1 more author

In Proceedings of the 2010 conference on Parallel processing (EUROPAR 2010), Sep 2011

DOI Bib

@inproceedings{DiNapoli:2010:AIS:2031978.2032013,
  author = {Di Napoli, Claudia and Giordano, Maurizio and N{\'e}meth, Zsolt and Tonellotto, Nicola},
  title = {Adaptive instantiation of service workflows using a chemical approach},
  booktitle = {Proceedings of the 2010 conference on Parallel processing (EUROPAR 2010)},
  month = sep,
  isbn = {978-3-642-21877-4},
  pages = {247--255},
  publisher = {Springer-Verlag},
  year = {2011},
  bibmarkers = {GRIN-2017 Classe A- Scopus Cit. 2 Google Cit. 12},
  doi = {10.1007/978-3-642-21878-1\_31},
  dimensions = {true},
}

ACM SIGIR

Effect of Different Docid Orderings on Dynamic Pruning Retrieval Strategies

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis

In Proceedings of the 34^th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), Jul 2011

DOI Bib

@inproceedings{sigir2011,
  address = {Beijing, China},
  author = {Tonellotto, Nicola and Macdonald, Craig and Ounis, Iadh},
  booktitle = {Proceedings of the $34^{th}$ International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011)},
  isbn = {978-1-4503-0757-4},
  month = jul,
  pages = {1179--1180},
  publisher = {ACM},
  title = {Effect of Different Docid Orderings on Dynamic Pruning Retrieval Strategies},
  year = {2011},
  bibmarkers = {GRIN-2017 Classe A++ Scopus Cit. 6 Google Cit. 9},
  doi = {10.1145/2009916.2010108},
  dimensions = {true},
}

ACM ICTIR

On Upper Bounds for Dynamic Pruning

Craig Macdonald, Nicola Tonellotto, and Iadh Ounis

In Proceedings of the 3^rd International Conference on the Theory of Information Retrieval (ICTIR 2011), Sep 2011

DOI Bib

@inproceedings{ictir2011,
  address = {Bertinoro, Italy},
  author = {Macdonald, Craig and Tonellotto, Nicola and Ounis, Iadh},
  booktitle = {Proceedings of the $3^{rd}$ International Conference on the Theory of Information Retrieval (ICTIR 2011)},
  month = sep,
  isbn = {978-3-642-23317-3},
  pages = {313--317},
  publisher = {Springer-Verlag},
  title = {On Upper Bounds for Dynamic Pruning},
  year = {2011},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 1 Google Cit. 2},
  doi = {10.1007/978-3-642-23318-0\_29},
  dimensions = {true},
}

ECIR

Representing Document Lengths with Identifiers

Raffaele Perego, Fabrizio Silvestri, and Nicola Tonellotto

In Proceedings of the 33^rd European Conference on Information Retrieval (ECIR 2011), Apr 2011

DOI Bib

@inproceedings{doclength,
  address = {Dublin, Ireland},
  author = {Perego, Raffaele and Silvestri, Fabrizio and Tonellotto, Nicola},
  booktitle = {Proceedings of the $33^{rd}$ European Conference on Information Retrieval (ECIR 2011)},
  isbn = {978-3-642-20160-8},
  month = apr,
  pages = {665--669},
  publisher = {Springer Verlag},
  series = {Lecture Notes in Computer Science},
  title = {{Representing Document Lengths with Identifiers}},
  volume = {6611},
  year = {2011},
  bibmarkers = {GRIN-2017 Classe A- Scopus Cit. 0 Google Cit. 0},
  doi = {10.1007/978-3-642-20161-5\_66},
  dimensions = {true},
}

Query efficiency prediction for dynamic pruning (best paper)

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis

In Proceedings of the 9^th Workshop on Large-Scale and Distributed Informational Retrieval (in conjunction with the 20^th ACM Conference on Information and Knowledge Management), Glasgow, Scotland, UK, Apr 2011

Bib

@inproceedings{lsds11,
  author = {Tonellotto, Nicola and Macdonald, Craig and Ounis, Iadh},
  title = {Query efficiency prediction for dynamic pruning (best paper)},
  booktitle = {Proceedings of the $9^{th}$ Workshop on Large-Scale and Distributed Informational Retrieval (in conjunction with the $20^{th}$ ACM Conference on Information and Knowledge Management)},
  series = {LSDS-IR '11},
  year = {2011},
  isbn = {978-1-4503-0959-2},
  location = {Glasgow, Scotland, UK},
  pages = {3--8},
  numpages = {6},
  publisher = {ACM},
  dimensions = {true},
}

2010

Modeling Stream Communications in Component-based Applications

Marco Danelutto, Domenico Laforenza, Nicola Tonellotto, and 2 more authors

Scalable Computing Practice and Experience, Apr 2010

Bib

@article{performance:journal,
  author = {Danelutto, Marco and Laforenza, Domenico and Tonellotto, Nicola and Vanneschi, Marco and Zoccolo, Corrado},
  bibmarkers = {Impact Factor (2010) NA CiteScore (2017) 0 SJR (2017) 0.0 SNIP (2017) 0.0 Scopus Cit. 0 Google Cit. 1},
  issn = {1895-1767},
  journal = {Scalable Computing Practice and Experience},
  number = {3},
  pages = {263--275},
  title = {Modeling Stream Communications in Component-based Applications},
  volume = {11},
  year = {2010},
  dimensions = {true},
}

Efficient Dynamic Pruning with Proximity Support

Nicola Tonellotto, Craig Macdonald, and Iadh Ounis

In Post-proceedings of the 8^th Workshop on Large-Scale Distributed Systems for Information Retrieval (in conjunction with ACM SIGIR 2010), Jul 2010
Using Chemical Reactions to Model Service Composition

Claudia Di Napoli, Maurizio Giordano, Zsolt Németh, and 1 more author

In Proceedings of 2^nd International Workshop on Self-Organizing Architectures (in conjunction with 7^th IEEE/ACM International Conference on Autonomic Computing and Communications), Jun 2010

2009

A Chemical Metaphor to Model Service Selection for Compositions of Services

Claudia Di Napoli, Maurizio Giordano, Zsolt Németh, and 1 more author

In Proceedings of the 2^nd Workshop on Parallel Architectures and Bioinspired Algorithms (in conjunction with the 18^th International Conference on Parallel Architectures and Compilation Techniques), Sep 2009

2008

JoGC

A Launch-time Scheduling Heuristics for Parallel Applications on Wide Area Grids

Ranieri Baraglia, Renato Ferrini, Nicola Tonellotto, and 2 more authors

Journal of Grid Computing, Sep 2008

DOI Bib

@article{wase:journal,
  author = {Baraglia, Ranieri and Ferrini, Renato and Tonellotto, Nicola and Ricci, Laura and Yahyapour, Ramin},
  bibmarkers = {Impact Factor (2008) NA CiteScore (2017) 3.73 SJR (2017) 0.698 SNIP (2017) 1.919 Scopus Cit. 5 Google Cit. 7},
  issn = {1570-7873},
  journal = {Journal of Grid Computing},
  number = {2},
  pages = {159--175},
  title = {A Launch-time Scheduling Heuristics for Parallel Applications on Wide Area Grids},
  volume = {6},
  year = {2008},
  doi = {https://doi.org/10.1007/s10723-006-9061-5},
  dimensions = {true},
}

QoS-constrained List Scheduling Heuristics for Parallel Applications on Grids

Ranieri Baraglia, Renato Ferrini, Laura Ricci, and 2 more authors

In Proceedings of the 16^th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2008), Feb 2008

DOI Bib

@inproceedings{qlse,
  address = {Toulose, France},
  author = {Baraglia, Ranieri and Ferrini, Renato and Ricci, Laura and Tonellotto, Nicola and Yahyapour, Ramin},
  booktitle = {Proceedings of the $16^{th}$ Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2008)},
  date-modified = {2011-07-12 13:36:27 +0200},
  isbn = {978-0-7695-3089-5},
  issn = {1066-6192},
  month = feb,
  pages = {379--383},
  publisher = {IEEE Computer Society Press},
  title = {{QoS-constrained List Scheduling Heuristics for Parallel Applications on Grids}},
  year = {2008},
  bibmarkers = {GRIN-2017 Classe B- Scopus Cit. 1 Google Cit. 5},
  doi = {10.1109/PDP.2008.68},
  dimensions = {true},
}

Behavioral skeletons in GCM: automatic management of grid components,

Marco Aldinucci, Sonia Campa, Marco Danelutto, and 5 more authors

In Proceedings of the 16^th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2008), Feb 2008

DOI Bib

@inproceedings{pdp08:beske,
  address = {Toulose, France},
  author = {Aldinucci, Marco and Campa, Sonia and Danelutto, Marco and Vanneschi, Marco and Kilpatrick, Peter and Dazzi, Patrizio and Laforenza, Domenico and Tonellotto, Nicola},
  booktitle = {Proceedings of the $16^{th}$ Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2008)},
  isbn = {978-0-7695-3089-5},
  issn = {1066-6192},
  month = feb,
  pages = {54--63},
  publisher = {IEEE Computer Society Press},
  title = {{Behavioral skeletons in GCM: automatic management of grid components},},
  year = {2008},
  bibmarkers = {GRIN-2017 Classe B- Scopus Cit. 45 Google Cit. 82},
  doi = {10.1109/PDP.2008.46},
  dimensions = {true},
}

Behavioural skeletons for component autonomic management on grids

Marco Aldinucci, Sonia Campa, Marco Danelutto, and 4 more authors

In Making Grids Work, Post-proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, Tools and Environments, Jun 2008
Managing user expectations with component performance contracts

Massimo Coppola, Marco Danelutto, Domenico Laforenza, and 3 more authors

In Grid Middleware and Services, Post-proceedings of the CoreGRID Workshop on Usage of Service Level Agreements in Grids (in conjunction with the 8^th IEEE International Conference on Grid Computing), Sep 2008

2007

A Performance Model for Stream-based Computations

Marco Danelutto, Domenico Laforenza, Nicola Tonellotto, and 2 more authors

In Proceedings of the 15^th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2007), Feb 2007

DOI Bib

@inproceedings{stream:model,
  address = {Napoli, Italy},
  author = {Danelutto, Marco and Laforenza, Domenico and Tonellotto, Nicola and Vanneschi, Marco and Zoccolo, Corrado},
  booktitle = {Proceedings of the $15^{th}$ Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2007)},
  isbn = {0-7695-2784-1},
  issn = {1066-6192},
  month = feb,
  pages = {91--96},
  publisher = {IEEE Computer Society Press},
  title = {{A Performance Model for Stream-based Computations}},
  year = {2007},
  bibmarkers = {GRIN-2017 Classe B- Scopus Cit. 1 Google Cit. 5},
  doi = {10.1109/PDP.2007.12},
  dimensions = {true},
}

A Proposal for a Generic Grid Scheduling Architecture

Nicola Tonellotto, Philipp Wieder, and Ramin Yahyapour

In Integrated Research in GRID Computing, Post-proceedings of the 1^st CoreGRID Integration Workshop, Nov 2007
Towards a common deployment model for Grid systems

Massimo Coppola, Marco Danelutto, Sèbastien Lacour, and 4 more authors

In Integrated Research in GRID Computing, Post-proceedings of the 1^st CoreGRID Integration Workshop, Nov 2007

2006

High Level Grid Programming with ASSIST

Marco Aldinucci, Massimo Coppola, Marco Danelutto, and 3 more authors

Computational Methods in Science and Technology, Nov 2006

Bib

@article{assist:journal,
  author = {Aldinucci, Marco and Coppola, Massimo and Danelutto, Marco and Tonellotto, Nicola and Vanneschi, Marco and Zoccolo, Corrado},
  bibmarkers = {Impact Factor (2006) NA CiteScore (2017) 0 SJR (2017) 0.0 SNIP (2017) 0.0 Scopus Cit. 0 Google Cit. 22},
  issn = {1505-0602},
  journal = {Computational Methods in Science and Technology},
  number = {1},
  pages = {21--32},
  title = {High Level Grid Programming with ASSIST},
  volume = {12},
  year = {2006},
  dimensions = {true},
}

Execution Support for High Performance Heterogenous Component-based Applications on the Grid

Massimo Coppola, Marco Danelutto, Nicola Tonellotto, and 2 more authors

In Proceedings of the 2006 conference on Parallel processing (EUROPAR 2006), Aug 2006

DOI Bib

@inproceedings{europar:gea,
  address = {Dresden, Germany},
  author = {Coppola, Massimo and Danelutto, Marco and Tonellotto, Nicola and Vanneschi, Marco and Zoccolo, Corrado},
  booktitle = {Proceedings of the 2006 conference on Parallel processing (EUROPAR 2006)},
  isbn = {978-3-540-72226-7},
  issn = {0302-9743},
  month = aug,
  pages = {171--185},
  publisher = {Springer Verlag},
  series = {Lecture Notes in Computer Science},
  title = {{Execution Support for High Performance Heterogenous Component-based Applications on the Grid}},
  volume = {4375},
  year = {2006},
  bibmarkers = {GRIN-2017 Classe A- Scopus Cit. 1 Google Cit. 3},
  doi = {10.1007/978-3-540-72337-0\_16},
  dimensions = {true},
}

Design and Implementation of a Grid Network-Aware Resource Broker

Davide Adami, Stefano Giordano, Matteo Repeti, and 3 more authors

In Proceedings of the 24^th IASTED International Conference on Parallel and Distributed Computing and Networks (PDCN 2006), Feb 2006

Bib

@inproceedings{gnrb,
  author = {Adami, Davide and Giordano, Stefano and Repeti, Matteo and Coppola, Massimo and Laforenza, Domenico and Tonellotto, Nicola},
  booktitle = {Proceedings of the $24^{th}$ IASTED International Conference on Parallel and Distributed Computing and Networks (PDCN 2006)},
  isbn = {1027-2666},
  issn = {0-88986-568-X},
  month = feb,
  pages = {41--46},
  publisher = {ACTA press},
  title = {{Design and Implementation of a Grid Network-Aware Resource Broker}},
  year = {2006},
  bibmarkers = {GRIN-2015 Classe -- Scopus Cit. 16 Google Cit. 25},
  dimensions = {true},
}

HPC Application Execution on Grids

Ranieri Baraglia, Marco Danelutto, Tiziano Fagni, and 6 more authors

In Future Generation Grids, Nov 2006
A Study on Network Resources Management

Ranieri Baraglia, Renato Ferrini, Nicola Tonellotto, and 3 more authors

In Integrated Research in GRID Computing, Post-proceedings of the 2^nd CoreGRID Integration Workshop, Oct 2006
Execution Support for High Performance Heterogeneous Component-based Applications on the Grid

Massimo Coppola, Marco Danelutto, Nicola Tonellotto, and 2 more authors

In Integrated Research in GRID Computing, Post-proceedings of the 2^nd CoreGRID Integration Workshop, Oct 2006

2005

A Grid Information Service based on Peer-to-Peer

Diego Puppin, Stefano Moncelli, Ranieri Baraglia, and 2 more authors

In Proceedings of the 2005 conference on Parallel processing (EUROPAR 2005), Sep 2005

DOI Bib

@inproceedings{europar:p2p,
  address = {Lisboa, Portugal},
  author = {Puppin, Diego and Moncelli, Stefano and Baraglia, Ranieri and Tonellotto, Nicola and Silvestri, Fabrizio},
  booktitle = {Proceedings of the 2005 conference on Parallel processing (EUROPAR 2005)},
  isbn = {978-3-540-28700-1},
  issn = {0302-9743},
  month = sep,
  pages = {454--464},
  publisher = {Springer Verlag},
  series = {Lecture Notes in Computer Science},
  title = {{A Grid Information Service based on Peer-to-Peer}},
  volume = {3648},
  year = {2005},
  bibmarkers = {GRIN-2017 Classe A- Scopus Cit. 47 Google Cit. 79},
  doi = {10.1007/11549468\_52},
  dimensions = {true},
}

How to Run Scientific Applications Over Web Services

Diego Puppin, Nicola Tonellotto, and Domenico Laforenza

In Proceedings of the International Conference on Parallel Processing (ICPP 2005), Jun 2005

DOI Bib

@inproceedings{webservices:oslo,
  address = {Oslo, Norway},
  author = {Puppin, Diego and Tonellotto, Nicola and Laforenza, Domenico},
  booktitle = {Proceedings of the International Conference on Parallel Processing (ICPP 2005)},
  isbn = {1530-2016},
  issn = {0-7695-2381-1},
  month = jun,
  pages = {29--33},
  publisher = {IEEE Computer Society Press},
  title = {{How to Run Scientific Applications Over Web Services}},
  year = {2005},
  bibmarkers = {GRIN-2015 Classe A- Scopus Cit. 9 Google Cit. 17},
  doi = {10.1109/ICPPW.2005.39},
  dimensions = {true},
}

2004

Using Web Services to Run Distributed Numerical Applications

Diego Puppin, Nicola Tonellotto, and Domenico Laforenza

In Proceedings of the 11^th EuroPVM/MPI User’s Group Meeting, Sep 2004

DOI Bib

@inproceedings{webservices:budapest,
  address = {Budapest, Hungary},
  author = {Puppin, Diego and Tonellotto, Nicola and Laforenza, Domenico},
  booktitle = {Proceedings of the $11^{th}$ EuroPVM/MPI User's Group Meeting},
  isbn = {3-540-23163-3},
  issn = {0302-9743},
  month = sep,
  pages = {207--214},
  publisher = {Springer Verlag},
  series = {Lecture Notes in Computer Science},
  title = {{Using Web Services to Run Distributed Numerical Applications}},
  volume = {3241},
  year = {2004},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 9 Google Cit. 15},
  doi = {10.1007/978-3-540-30218-6\_32},
  dimensions = {true},
}

A peer-to-peer information service for Grid

Diego Puppin, Stefano Moncelli, Ranieri Baraglia, and 2 more authors

In Proceedings of the 1^st International Workshop on Networks for Grid Applications (in conjunction with the 1^st International Conference on Broadband Networks), Oct 2004

2003

A Tool to Execute ASSIST Programs on Globus-based Grids

Domenico Laforenza, Ranieri Baraglia, and Nicola Tonellotto

In Proceedings of the 5^th International Conference on Parallel Processing and Applied Mathematics (PPAM 2003), Sep 2003

DOI Bib

@inproceedings{assistconf,
  address = {Czestochowa, Poland},
  author = {Laforenza, Domenico and Baraglia, Ranieri and Tonellotto, Nicola},
  booktitle = {Proceedings of the $5^{th}$ International Conference on Parallel Processing and Applied Mathematics (PPAM 2003)},
  isbn = {3-540-21946-3},
  issn = {0302-9743},
  month = sep,
  pages = {1075--1082},
  publisher = {Springer Verlag},
  series = {Lecture Notes in Computer Science},
  title = {{A Tool to Execute ASSIST Programs on Globus-based Grids}},
  volume = {3019},
  year = {2003},
  bibmarkers = {GRIN-2017 Classe -- Scopus Cit. 0 Google Cit. 0},
  doi = {10.1007/978-3-540-24669-5\_139},
  dimensions = {true},
}