Pietro Michiardi

Entropy, April, 2024

Latent Abstractions in Generative Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

Fine-grained Attention in Hierarchical Transformers for Tabular Time-series.

[BibT_eX]

[DOI]

CoRR, 2024

Information Theoretic Text-to-Image Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

Data Augmentation for Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the Passive and Active Measurement - 25th International Conference, 2024

SΩI: Score-based O-INFORMATION Estimation.

[BibT_eX]

[DOI]

Mustapha Bounoua

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MINDE: Mutual Information Neural Diffusion Estimation.

[BibT_eX]

[DOI]

Mustapha Bounoua

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models.

[BibT_eX]

[DOI]

Entropy, April, 2023

A Flexible Heuristic to Schedule Distributed Analytic Applications in Compute Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2023

Continuous-Time Functional Diffusion Processes.

[BibT_eX]

[DOI]

CoRR, 2023

"It's a Match!" - A Benchmark of Task Affinity Scores for Joint Learning.

[BibT_eX]

[DOI]

CoRR, 2023

One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Continuous-Time Functional Diffusion Processes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Toward Generative Data Augmentation for Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the on CoNEXT Student Workshop 2023, 2023

Multi-View Latent Diffusion.

[BibT_eX]

[DOI]

Giuseppe Di Giacomo

Tania Cerquitelli

Christelle Yemdji Tchassi

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Do deep neural networks contribute to multivariate time series anomaly detection?

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning.

[BibT_eX]

[DOI]

Ugo Lecerf

Christelle Yemdji Tchassi

CoRR, 2022

Automatically Learning Fallback Strategies with Model-Free Reinforcement Learning in Safety-Critical Driving Scenarios.

[BibT_eX]

[DOI]

Ugo Lecerf

Sébastien Aubert

Proceedings of the ICMLT 2022: 7th International Conference on Machine Learning Technologies, Rome, Italy, March 11, 2022

Revisiting the Effects of Stochasticity for Hamiltonian Samplers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Cache-Based Multi-Query Optimization for Data-Intensive Scalable Computing Frameworks.

[BibT_eX]

[DOI]

Matthieu Da Silva-Filarder

Sara Migliorini

Inf. Syst. Frontiers, 2021

A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization.

[BibT_eX]

[DOI]

Entropy, 2021

Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses?

[BibT_eX]

[DOI]

CoRR, 2021

A Unified View of Stochastic Hamiltonian Sampling.

[BibT_eX]

[DOI]

CoRR, 2021

Generative DNA: Representation Learning for DNA-based Approximate Image Storage.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Model Selection for Bayesian Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multimodal Variational Autoencoders for Sensor Fusion and Cross Generation.

[BibT_eX]

[DOI]

Andrea Ancora

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Sparse within Sparse Gaussian Processes using Neighbor Information.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

An Identifiable Double VAE For Disentangled Representations.

[BibT_eX]

[DOI]

Graziano Mita

Proceedings of the 38th International Conference on Machine Learning, 2021

Towards a generic deep learning pipeline for traffic measurements.

[BibT_eX]

[DOI]

Proceedings of the CoNEXT-SW '21: Proceedings of the CoNEXT Student Workshop, 2021

Maximum Roaming Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Learning Optimal Conditional Priors For Disentangled Representations.

[BibT_eX]

[DOI]

Graziano Mita

CoRR, 2020

Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling.

[BibT_eX]

[DOI]

CoRR, 2020

A Variational View on Bootstrap Ensembles as Bayesian Inference.

[BibT_eX]

[DOI]

Dimitrios Milios

CoRR, 2020

A comparative evaluation of novelty detection algorithms for discrete sequences.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

Model Monitoring and Dynamic Model Selection in Travel Time-Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

USAD: UnSupervised Anomaly Detection on Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

LIBRE: Learning Interpretable Boolean Rule Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Memory Partitioning and Management in Memcached.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Network level perspective in web sessions troubleshooting.

[BibT_eX]

[DOI]

Marco Milanesio

Christian Callegari

Int. J. Commun. Syst., 2019

Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD.

[BibT_eX]

[DOI]

CoRR, 2019

Exact gaussian process regression with distributed computations.

[BibT_eX]

[DOI]

Duc-Trung Nguyen

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

TTL-based Cloud Caches.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Good Initializations of Variational Bayes for Deep Models.

[BibT_eX]

[DOI]

Simone Rossi

Proceedings of the 36th International Conference on Machine Learning, 2019

In-memory Caching for Multi-query Optimization of Data-intensive Scalable Computing Workloads.

[BibT_eX]

[DOI]

Sara Migliorini

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Dynamic Resource Shaping for Compute Clusters.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Congress on Big Data, 2019

Calibrating Deep Convolutional Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Cache Policies for Linear Utility Maximization.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

A comparative evaluation of outlier detection algorithms: Experiments and analyses.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Deep Gaussian Process autoencoders for novelty detection.

[BibT_eX]

[DOI]

Mach. Learn., 2018

A Data-Driven Approach to Dynamically Adjust Resource Allocation for Compute Clusters.

[BibT_eX]

[DOI]

CoRR, 2018

Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Data-Driven Resource Shaping for Compute Clusters.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2018

Stocator: Providing High Performance and Fault Tolerance for Apache Spark Over Object Storage.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017

Access-Time-Aware Cache Algorithms.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2017

HFSP: Bringing Size-Based Scheduling To Hadoop.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2017

DiNoDB: An Interactive-Speed Query Engine for Ad-Hoc Queries on Temporary Data.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2017

Scalable and flexible clustering solutions for mobile phone-based population indicators.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2017

A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data.

[BibT_eX]

[DOI]

Big Data Res., 2017

Stocator: a high performance object store connector for spark.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Systems and Storage Conference, 2017

Random Feature Expansions for Deep Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Too Big to Eat: Boosting Analytics Data Ingestion from Object Stores with Scoop.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Stocator: an object store aware connector for apache spark.

[BibT_eX]

[DOI]

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

Flexible Scheduling of Distributed Analytic Applications.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Bleach: A Distributed Stream Data Cleaning System.

[BibT_eX]

[DOI]

Yongchao Tian

Marko Vukolic

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

Resource Management for Parallel Processing Frameworks with Load Awareness at Worker Side.

[BibT_eX]

[DOI]

Son-Hai Ha

Patrick Brown

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

PSBS: Practical Size-Based Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

NG-DBSCAN: Scalable Density-Based Clustering for Arbitrary Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

IOStack: Software-Defined Object Storage.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2016

Fast Online k-nn Graph Building.

[BibT_eX]

[DOI]

Thibault Debatty

Wim Mees

CoRR, 2016

Improving population estimation from mobile calls: A clustering approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communication, 2016

A novel, low-latency algorithm for multiple Group-By query optimization.

[BibT_eX]

[DOI]

Duy-Hung Phan

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Fast distributed k-nn graph update.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Experimental Performance Evaluation of Cloud-Based Analytics-as-a-Service.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

On User Availability Prediction and Network Applications.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2015

On Fair Size-Based Scheduling.

[BibT_eX]

[DOI]

CoRR, 2015

Adaptive redundancy management for durable P2P backup.

[BibT_eX]

[DOI]

Comput. Networks, 2015

Cost-based Memory Partitioning and Management in Memcached.

[BibT_eX]

[DOI]

Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics, 2015

Troubleshooting web sessions with CUSUM.

[BibT_eX]

[DOI]

Christian Callegari

Marco Milanesio

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Scalable k-NN based text clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Efficient and Self-Balanced ROLLUP Aggregates for Large-Scale Data Summarization.

[BibT_eX]

[DOI]

Duy-Hung Phan

Quang-Nhat Hoang-Xuan

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

DiNoDB: Efficient Large-Scale Raw Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Bringing the Value of "Big Data" to Users, 2014

Revisiting Size-Based Scheduling with Estimated Job Sizes.

[BibT_eX]

[DOI]

Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Scalable Graph Building from Text Data.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Big Data, 2014

OS-Assisted Task Preemption for Hadoop.

[BibT_eX]

[DOI]

Mario Pastorelli

Proceedings of the 34th International Conference on Distributed Computing Systems Workshops (ICDCS 2014 Workshops), Madrid, Spain, June 30, 2014

Memory partitioning in Memcached: An experimental performance analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

On the design space of MapReduce ROLLUP aggregates.

[BibT_eX]

[DOI]

Duy-Hung Phan

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Determining the k in k-means with MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

On the impact of socio-economic factors on power load forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Building k-nn graphs from large text data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Characterization and Management of Popular Content in KAD.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

On the Impact of Incentives in eMule {Analysis and Measurements of a Popular File-Sharing Application}.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

HFSP: The Hadoop Fair Sojourn Protocol

[BibT_eX]

[DOI]

CoRR, 2013

A Measurement Study of Data-Intensive Network Traffic Patterns in a Private Cloud.

[BibT_eX]

[DOI]

Daniele Venzano

Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

Trend makers and trend spotters in a mobile application.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Cooperative Work, 2013

HFSP: Size-based scheduling for Hadoop.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Content Replication in Mobile Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

Peer-assisted content distribution on a budget.

[BibT_eX]

[DOI]

Comput. Networks, 2012

Spotting trends: the wisdom of the few.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Paying for Piracy? An Analysis of One-Click Hosters' Controversial Reward Schemes.

[BibT_eX]

[DOI]

Tobias Lauinger

Engin Kirda

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2012

A measurement study of the Wuala on-line storage service.

[BibT_eX]

[DOI]

Thomas Mager

Ernst W. Biersack

Proceedings of the 12th IEEE International Conference on Peer-to-Peer Computing, 2012

Redundancy management for P2P backup.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011

On the Robustness of BitTorrent Swarms to Greedy Peers.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

Analysis of user-driven peer selection in peer-to-peer backup and storage systems.

[BibT_eX]

[DOI]

Telecommun. Syst., 2011

A scalable interest-oriented peer-to-peer pub/sub network.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2011

Content replication and placement in mobile networks

[BibT_eX]

[DOI]

CoRR, 2011

On the impact of seed scheduling in peer-to-peer networks.

[BibT_eX]

[DOI]

Comput. Networks, 2011

Data transfer scheduling for P2P storage.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Peer-to-Peer Computing, 2011

An empirical study of availability in friend-to-friend storage systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Peer-to-Peer Computing, 2011

Adaptive load balancing in KAD.

[BibT_eX]

[DOI]

Moritz Steiner

Proceedings of the 2011 IEEE International Conference on Peer-to-Peer Computing, 2011

2010

Distributed Network Formation for n-Way Broadcast Applications.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2010

Back To The Future: On Predicting User Uptime

[BibT_eX]

[DOI]

CoRR, 2010

On Scheduling and Redundancy for P2P Backup

[BibT_eX]

[DOI]

CoRR, 2010

A Lightweight Distributed Solution to Content Replication in Mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Online Data Backup: A Peer-Assisted Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

Parallel bulk insertion for large-scale analytics applications.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Large Scale Distributed Systems and Middleware, 2010

Password Strength: An Empirical Analysis.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009

Confidentiality and integrity for data aggregation in WSN using peer monitoring.

[BibT_eX]

[DOI]

Roberto Di Pietro

Secur. Commun. Networks, 2009

Measuring Password Strength: An Empirical Analysis

[BibT_eX]

[DOI]

CoRR, 2009

A Holistic Approach to Information Distribution in Ad Hoc Networks

[BibT_eX]

[DOI]

CoRR, 2009

On a selfish caching game.

[BibT_eX]

[DOI]

Proceedings of the 28th Annual ACM Symposium on Principles of Distributed Computing, 2009

Seed Scheduling for Peer-to-Peer Networks.

[BibT_eX]

[DOI]

Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

P2P cache-and-forward mechanisms for mobile ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

Selfish Neighbor Selection in Peer-to-Peer Backup and Storage Applications.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008

Characterizing user mobility in second life.

[BibT_eX]

[DOI]

Proceedings of the first Workshop on Online Social Networks, 2008

A dynamic exchange game.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh Annual ACM Symposium on Principles of Distributed Computing, 2008

Gossip-based aggregate computation: computing faster with non address-oblivious schemes.

[BibT_eX]

[DOI]

Roberto Di Pietro

Proceedings of the Twenty-Seventh Annual ACM Symposium on Principles of Distributed Computing, 2008

On the Impact of Greedy Strategies in BitTorrent Networks: The Case of BitTyrant.

[BibT_eX]

[DOI]

Proceedings of the Proceedings P2P'08, 2008

Swarming on Optimized Graphs for n-Way Broadcast.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Uplink allocation beyond choke/unchoke: or how to divide and conquer best.

[BibT_eX]

[DOI]

Nikolaos Laoutaris

Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

2007

A Game Theoretic Model of a Protocol for Data Possession Verification.

[BibT_eX]

[DOI]

Nouha Oualha

Proceedings of the 2007 International Symposium on a World of Wireless, 2007

Aggregation Dynamics in Service Overlay Networks.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Self-Adaptive and Self-Organizing Systems, 2007

Modeling Seed Scheduling Strategies in BitTorrent.

[BibT_eX]

[DOI]

Krishna K. Ramachandran

Biplab Sikdar

Proceedings of the NETWORKING 2007. Ad Hoc and Sensor Networks, 2007

2006

Establishment of Ad-Hoc Communities through Policy-Based Cryptography.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Cryptography for Ad-hoc Networks, 2006

Identity Based Message Authentication for Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Security and Privacy in Dynamic Environments, 2006

Impact of Inner Parameters and Overlay Structure on the Performance of BitTorrent.

[BibT_eX]

[DOI]

Guillaume Urvoy-Keller

Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Rarest first and choke algorithms are enough.

[BibT_eX]

[DOI]

Arnaud Legout

Guillaume Urvoy-Keller

Proceedings of the 6th ACM SIGCOMM Internet Measurement Conference, 2006

2005

Analysis of coalition formation and cooperation strategies in mobile ad hoc networks.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2005

Non-cooperative Forwarding in Ad-Hoc Networks.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2005: Networking Technologies, 2005

2004

Some Game-Theoretic Problems in Wireless Ad-Hoc Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Systems and Mobility in Next Generation Internet, 2004

2003

Security in Ad Hoc Networks.

[BibT_eX]

[DOI]

Proceedings of the Personal Wireless Communications, IFIP-TC6 8th International Conference, 2003

2002

Core: a collaborative reputation mechanism to enforce node cooperation in mobile ad hoc networks.

[BibT_eX]

[DOI]