Nicola Tonellotto Homepage
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Nicola Tonellotto
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IR from Bag-of-words to BERT and Beyond with PyTerrier
Using an Inverted Index Synopsis for Query Latency and Performance Prediction
Declarative Experimentation in Information Retrieval
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations
Expansion via Prediction of Importance with Contextualization
Topic Propagation in Conversational Search
Training Curricula for Open Domain Answer Re-Ranking
Using an Inverted Index Synopsis for Query Latency and Performance Prediction
Using an Inverted Index Synopsis for Query Latency and Performance Prediction
Topical result caching in web search engines
Cache Optimization via Topics in Web Search Engines
Cache Optimization via Topics in Web Search Engines
Enhanced News Retrieval: Passages Lead the Way!
Multiple Query Processing via Logic Function Factoring
Performance Analysis of WebRTC-based Video Streaming over Power Constrained Platforms
Efficient Query Processing Infrastructures
Dataset Popularity Prediction for Caching of CMS Big Data
Efficient Query Processing for Scalable Web Search
Parallel Traversal of Large Ensembles of Decision Trees
Popularity-Based Caching of CMS Datasets
Upper Bound Approximation for BlockMaxWand
QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees
Efficient & Effective Selective Query Rewriting with Efficiency Predictions
Faster BlockMax WAND with Variable-sized Blocks
Multicore/manycore parallel traversal of large forests of regression trees
Efficient Query Processing Infrastructures
Energy-efficient Query Processing in Web Search Engines
Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles
Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees
Quality versus efficiency in document scoring with learning-to-rank models
Load-sensitive CPU Power Management for Web Search Engines
QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees
Speeding Up Document Ranking with Rank-based Features
A method to rank documents by a computer, using additive ensembles of regression trees and cache optimisation, and search engines using such a method
The MIDAS Cloud Platform for Testing SOA Applications
Optimal Space-Time Tradeoffs for Inverted Indexes
MIDAS: A Cloud Platform for SOA Testing as a Service
Queuing Theory-based Latency/Power Tradeoff Models for Replicated Search Engines
Towards Green Information Retrieval: Studying the Suitability of Queueing Theory in Reducing Power Consumption
A Self-Adapting Latency/Power Tradeoff Model for Replicated Search Engines
Load-Sensitive Selective Pruning for Distributed Search
Query Processing in Highly-Loaded Search Engines
Hybrid Query Scheduling for a Replicated Search Engine
On cloud-based multisource reliable multicast transport in broadband multimedia satellite networks
Efficient and effective retrieval using selective pruning
Performance evaluation of SPDY over high latency satellite channels
Effect of Dynamic Pruning Safety on Learning to Rank Effectiveness
Learning to Predict Response Times for Online Query Scheduling
Scheduling Queries Across Replicas
Resource Management in Grid/Clouds (invited)
Adaptive instantiation of service workflows using a chemical approach
On Upper Bounds for Dynamic Pruning
Effect of Different Docid Orderings on Dynamic Pruning Retrieval Strategies
Representing Document Lengths with Identifiers
Upper-bound Approximations for Dynamic Pruning
Modeling Stream Communications in Component-based Applications
Behavioral skeletons in GCM: automatic management of grid components,
QoS-constrained List Scheduling Heuristics for Parallel Applications on Grids
A Launch-time Scheduling Heuristics for Parallel Applications on Wide Area Grids
A Performance Model for Stream-based Computations
Execution Support for High Performance Heterogenous Component-based Applications on the Grid
Design and Implementation of a Grid Network-Aware Resource Broker
High Level Grid Programming with ASSIST
A Grid Information Service based on Peer-to-Peer
How to Run Scientific Applications Over Web Services
Using Web Services to Run Distributed Numerical Applications
A Tool to Execute ASSIST Programs on Globus-based Grids
IR from Bag-of-words to BERT and Beyond with PyTerrier
IR from Bag-of-words to BERT and Beyond with PyTerrier
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