Giovanni Neglia

Anderson Santana de Oliveira

IEEE/ACM Trans. Netw., April, 2024

Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., February, 2024

A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses.

[BibT_eX]

[DOI]

Proc. Priv. Enhancing Technol., January, 2024

Evaluating the Energy Consumption of Machine Learning: Systematic Literature Review and Experiments.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks.

[BibT_eX]

[DOI]

CoRR, 2024

FedStale: leveraging stale client updates in federated learning.

[BibT_eX]

[DOI]

Angelo Rodio

CoRR, 2024

An Online Gradient-Based Caching Policy with Logarithmic Complexity and Regret Guarantees.

[BibT_eX]

[DOI]

CoRR, 2024

Scalable Decentralized Algorithms for Online Personalized Mean Estimation.

[BibT_eX]

[DOI]

Franco Galante

CoRR, 2024

TTL model for an LRU-based similarity caching policy.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Optimistic online caching for batched requests.

[BibT_eX]

[DOI]

Francescomaria Faticanti

Comput. Networks, 2024

FedDec: Peer-to-peer Aided Federated Learning.

[BibT_eX]

[DOI]

Marina Costantini

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm.

[BibT_eX]

[DOI]

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

FedStale: leveraging Stale Updates in Federated Learning.

[BibT_eX]

[DOI]

Angelo Rodio

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

No-regret Caching via Online Mirror Descent.

[BibT_eX]

[DOI]

Stratis Ioannidis

ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2023

Ascent Similarity Caching With Approximate Indexes.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., June, 2023

GRADES: Gradient Descent for Similarity Caching.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., February, 2023

Performance Model for Similarity Caching.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Learning with Packet Losses.

[BibT_eX]

[DOI]

Proceedings of the 26th International Symposium on Wireless Personal Multimedia Communications, 2023

No- Regret Caching with Noisy Request Estimates.

[BibT_eX]

[DOI]

Francescomaria Faticanti

Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

DNN Split Computing: Quantization and Run-Length Coding are Enough.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Federated Learning for Data Streams.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A New Upper Bound on Cache Hit Probability for Non-Anticipative Caching Policies.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2022

Similarity Caching: Theory and Algorithms.

[BibT_eX]

[DOI]

Michele Garetto

IEEE/ACM Trans. Netw., 2022

Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Analyzing Count Min Sketch with Conservative Updates.

[BibT_eX]

[DOI]

Comput. Networks, 2022

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Formal Analysis of the Count-Min Sketch with Conservative Updates.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Personalized Federated Learning through Local Memorization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Computing the Hit Rate of Similarity Caching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Caching Policies for Delay Minimization in Small Cell Networks With Coordinated Multi-Point Joint Transmissions.

[BibT_eX]

[DOI]

Alina Tuholukova

IEEE/ACM Trans. Netw., 2021

A Swiss Army Knife for Online Caching in Small Cell Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

Enabling Long-term Fairness in Dynamic Resource Allocation.

[BibT_eX]

[DOI]

Georgios Iosifidis

Proc. ACM Meas. Anal. Comput. Syst., 2021

Online Caching Networks with Adversarial Guarantees.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2021

Efficient passive membership inference attack in federated learning.

[BibT_eX]

[DOI]

Oualid Zari

Chuan Xu

CoRR, 2021

Dynamic backup workers for parallel machine learning.

[BibT_eX]

[DOI]

Chuan Xu

Nicola Sebastianelli

Comput. Networks, 2021

Content placement in networks of similarity caches.

[BibT_eX]

[DOI]

Michele Garetto

Comput. Networks, 2021

AÇAI: Ascent Similarity Caching with Approximate Indexes.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Teletraffic Congress ITC 2021, Avignon, France, August 31, 2021

Federated Multi-Task Learning under a Mixture of Distributions.

[BibT_eX]

[DOI]

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

Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 19th Mediterranean Communication and Computer Networking Conference, 2021

Caching Heterogeneous Size Content in Small Cell Networks with CoMP Joint Transmissions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Taking two Birds with one k-NN Cache.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

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

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Efficient Miss Ratio Curve Computation for Heterogeneous Content Popularity.

[BibT_eX]

[DOI]

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

Throughput-Optimal Topology Design for Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Caching Policies for Delay Minimization in Small Cell Networks with Joint Transmissions.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Decentralized gradient methods: does topology matter?

[BibT_eX]

[DOI]

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

2019

Fairness in online social network timelines: Measurements, models and mechanism design.

[BibT_eX]

[DOI]

Eduardo M. Hargreaves

Claudio Agosti

Alexandre Reiffers-Masson

Perform. Evaluation, 2019

Transient and slim versus recurrent and fat: Random walks and the trees they grow.

[BibT_eX]

[DOI]

Giulio Iacobelli

Daniel R. Figueiredo

Eduardo Martins Hargreaves

J. Appl. Probab., 2019

Modelando, Auditando e Prevendo a Visibilidade de Fontes no Facebook: Um Estudo de Caso nas Eleições Italianas.

[BibT_eX]

[DOI]

Claudio Agosti

Braz. J. Inf. Syst., 2019

How Often Should I Access My Online Social Networks?

[BibT_eX]

[DOI]

Eduardo M. Hargreaves

Proceedings of the 27th IEEE International Symposium on Modeling, 2019

The Role of Network Topology for Distributed Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

TTL-based Cloud Caches.

[BibT_eX]

[DOI]

Mariano Giuseppe Ippolito

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

Large Scale Control of Deferrable Domestic Loads in Smart Grids.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Cache Policies for Linear Utility Maximization.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Feedforward Neural Networks for Caching: n Enough or Too Much?

[BibT_eX]

[DOI]

Vladyslav Fedchenko

Bruno Ribeiro

SIGMETRICS Perform. Evaluation Rev., 2018

Implicit Coordination of Caches in Small Cell Networks Under Unknown Popularity Profiles.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

Feedforward Neural Networks for Caching: Enough or Too Much?

[BibT_eX]

[DOI]

Vladyslav Fedchenko

Bruno Ribeiro

CoRR, 2018

Implicit Coordination of Caches in Small Cell Networks under Unknown Popularity Profiles.

[BibT_eX]

[DOI]

Proceedings of the 2018 on Technologies for the Wireless Edge Workshop, 2018

Biases in the Facebook News Feed: A Case Study on the Italian Elections.

[BibT_eX]

[DOI]

Eduardo M. Hargreaves

Claudio Agosti

Daniel S. Menasché

Alexandre Reiffers-Masson

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Access-Time-Aware Cache Algorithms.

[BibT_eX]

[DOI]

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

Adaptive Optimal Stochastic Control of Delay-Tolerant Networks.

[BibT_eX]

[DOI]

Francesco De Pellegrini

Daniele Miorandi

IEEE Trans. Mob. Comput., 2017

Simulated annealing for edge partitioning.

[BibT_eX]

[DOI]

Hlib Mykhailenko

Fabrice Huet

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Optimal cache allocation for femto helpers with joint transmission capabilities.

[BibT_eX]

[DOI]

Alina Tuholukova

Proceedings of the IEEE International Conference on Communications, 2017

2016

Complexity Analysis of Optimal Recharge Scheduling for Electric Vehicles.

[BibT_eX]

[DOI]

Cristina Rottondi

Giacomo Verticale

IEEE Trans. Veh. Technol., 2016

Geographical Load Balancing across Green Datacenters: A Mean Field Analysis.

[BibT_eX]

[DOI]

Matteo Sereno

SIGMETRICS Perform. Evaluation Rev., 2016

Geographical Load Balancing across Green Datacenters.

[BibT_eX]

[DOI]

Matteo Sereno

CoRR, 2016

ns-3 Based Framework for Simulating Communication Based Train Control (CBTC) Systems.

[BibT_eX]

[DOI]

Proceedings of the Workshop on ns-3, 2016

Performance Evaluation of Train Moving-Block Control.

[BibT_eX]

[DOI]

Proceedings of the Quantitative Evaluation of Systems - 13th International Conference, 2016

Which metrics for vertex-cut partitioning?

[BibT_eX]

[DOI]

Hlib Mykhailenko

Fabrice Huet

Proceedings of the 11th International Conference for Internet Technology and Secured Transactions, 2016

Growing Networks Through Random Walks Without Restarts.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks VII, 2016

Subsampling for Chain-Referral Methods.

[BibT_eX]

[DOI]

Alina Tuholukova

Proceedings of the Analytical and Stochastic Modelling Techniques and Applications, 2016

Dissecting demand response mechanisms: the role of consumption forecasts and personalized offers.

[BibT_eX]

[DOI]

Alberto Benegiamo

Patrick Loiseau

Proceedings of the 2016 American Control Conference, 2016

2015

Distributed Weight Selection in Consensus Protocols by Schatten Norm Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2015

Cooperative network design: A Nash bargaining solution approach.

[BibT_eX]

[DOI]

Comput. Networks, 2015

The Capture-Recapture approach for population estimation in computer networks.

[BibT_eX]

[DOI]

Nicola Accettura

Luigi Alfredo Grieco

Comput. Networks, 2015

Geographically fair in-network caching for mobile data offloading.

[BibT_eX]

[DOI]

Chadi Barakat

Proceedings of the 14th IFIP Networking Conference, 2015

Scalable and privacy-preserving admission control for smart grids.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Performance evaluation of hierarchical TTL-based cache networks.

[BibT_eX]

[DOI]

Nicaise Choungmo Fofack

Philippe Nain

Don Towsley

Comput. Networks, 2014

On the complexity of optimal electric vehicles recharge scheduling.

[BibT_eX]

[DOI]

Cristina Rottondi

Giacomo Verticale

Proceedings of the IEEE Online Conference on Green Communications, 2014

How to network in online social networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Unidirectional probabilistic direct control for deferrable loads.

[BibT_eX]

[DOI]

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Pay few, influence most: Online myopic network covering.

[BibT_eX]

[DOI]

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Graph clustering based on mixing time of random walks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Unidirectional direct load control through smart plugs.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Newton's method for constrained norm minimization and its application to weighted graph problems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

2013

Benefits of Network Coding for Unicast Application in Disruption-Tolerant Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2013

On Optimal Packet Routing in Deterministic DTNs.

[BibT_eX]

[DOI]

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Reducing communication overhead for average consensus.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

Modeling energy demand aggregators for residential consumers.

[BibT_eX]

[DOI]

Giuseppe Di Bella

Mariano Giuseppe Ippolito

Alain Jean-Marie

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Timely Data Delivery in a Realistic Bus Network.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2012

Online Myopic Network Covering

[BibT_eX]

[DOI]

CoRR, 2012

Analysis of TTL-based cache networks.

[BibT_eX]

[DOI]

Nicaise Choungmo Fofack

Philippe Nain

Don Towsley

Proceedings of the 6th International ICST Conference on Performance Evaluation Methodologies and Tools, 2012

2011

MAC Design for WiFi Infrastructure Networks: A Game-Theoretic Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2011

On the Robustness of BitTorrent Swarms to Greedy Peers.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

A game theoretic analysis of network design with socially-aware users.

[BibT_eX]

[DOI]

Jocelyne Elias

Fabio Martignon

Comput. Networks, 2011

A Nash Bargaining Solution for Cooperative Network Formation Games.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2011, 2011

Distributed subgradient methods for Delay Tolerant Networks.

[BibT_eX]

[DOI]

Riccardo Masiero

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

A local average consensus algorithm for wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing in Sensor Systems, 2011

2010

Fitting genetic algorithms to distributed on-line evolution of network protocols.

[BibT_eX]

[DOI]

Comput. Networks, 2010

Socially-Aware Network Design Games.

[BibT_eX]

[DOI]

Jocelyne Elias

Fabio Martignon

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

A game theoretic approach to MAC design for infrastructure networks.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Medium access in WiFi networks: strategies of selfish nodes [Applications Corner].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2009

Distributed gradient optimization for epidemic routing: A preliminary evaluation.

[BibT_eX]

[DOI]

Giuseppe Reina

Proceedings of the 2nd IFIP Wireless Days, 2009

Compound TCP with Random Losses.

[BibT_eX]

[DOI]

Alberto Blanc

Denis Collange

Proceedings of the NETWORKING 2009, 2009

Decentralized Stochastic Control of Delay Tolerant Networks.

[BibT_eX]

[DOI]

Francesco De Pellegrini

Daniele Miorandi

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Performance Analysis of Selfish Access Strategies on WiFi Infrastructure Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

The role of the Access Point in Wi-Fi networks with selfish nodes.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Strategic reasoning about bundling in swarming systems.

[BibT_eX]

[DOI]

Don Towsley

Shlomo Zilberstein

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Resource sharing optimality in WiFi infrastructure networks.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Routing in Quasi-deterministic Intermittently Connected Networks.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Models of Network, Information, and Computing Systems, 2009

Autonomic Information Diffusion in Intermittently Connected Networks.

[BibT_eX]

[DOI]

Proceedings of the Autonomic Computing and Networking, 2009

2008

Stability and Efficiency of Unstructured File Sharing Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2008

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

[BibT_eX]

[DOI]

Proceedings of the Proceedings P2P'08, 2008

2007

Performance modeling of epidemic routing.

[BibT_eX]

[DOI]

Comput. Networks, 2007

A Network Formation Game Approach to Study BitTorrent Tit-for-Tat.

[BibT_eX]

[DOI]

Proceedings of the Network Control and Optimization, 2007

Embedding Evolution in Epidemic-Style Forwarding.

[BibT_eX]

[DOI]

Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

On Unstructured File Sharing Networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Availability in BitTorrent Systems.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Evaluating Activator-Inhibitor Mechanisms for Sensors Coordination.

[BibT_eX]

[DOI]

Giuseppe Reina

Proceedings of the 2nd International ICST Conference on Bio-Inspired Models of Network, 2007

2006

An analytical model of a new packet marking algorithm for TCP flows.

[BibT_eX]

[DOI]

Vincenzo Falletta

Comput. Networks, 2006

Optimal delay-power tradeoff in sparse delay tolerant networks: a preliminary study.

[BibT_eX]

[DOI]

Xiaolan Zhang

Proceedings of the 2006 SIGCOMM workshop on Challenged networks, 2006

2005

Ingress traffic control in differentited services IP networks.

[BibT_eX]

[DOI]

PhD thesis, 2005

2004

Is TCP Packet Reordering Always Harmful?

[BibT_eX]

[DOI]

Vincenzo Falletta

Proceedings of the 12th International Workshop on Modeling, 2004

AQM stability in multiple bottleneck networks.

[BibT_eX]

[DOI]

Dario Bauso

Proceedings of IEEE International Conference on Communications, 2004

The effect of heterogeneous link capacities in BitTorrent-like file sharing systems.

[BibT_eX]

[DOI]

Francesca Lo Piccolo

Proceedings of the International Workshop on Hot Topics in Peer-to-Peer Systems, 2004

About the stability of active queue management mechanisms.

[BibT_eX]

[DOI]

Dario Bauso

Proceedings of the 2004 American Control Conference, 2004

2003

Performance evaluation of a new adaptive packet marking scheme for TCP over DiffServ networks.

[BibT_eX]

[DOI]

Marilena Sottile

Proceedings of the Global Telecommunications Conference, 2003

2002

Is Admission-Controlled Traffic Self-Similar?

[BibT_eX]

[DOI]

Vincenzo Mancuso

Proceedings of the NETWORKING 2002, 2002

Adaptive low priority packet marking for better TCP performance.

[BibT_eX]

Proceedings of the Network Control and Engineering for QoS, 2002

On the self-similarity of measurement-based admission controlled traffic.

[BibT_eX]

[DOI]

Vincenzo Mancuso