Edge MLOps: An Automation Framework for AIoT Applications

Authors: Raj, Emmanuel, Buffoni, David, Westerlund, Magnus, Ahola, Kimmo

Source: 2021 IEEE International Conference on Cloud Engineering (IC2E) IC2E Cloud Engineering (IC2E), 2021 IEEE International Conference on. :191-200 Oct, 2021

Relation: 2021 IEEE International Conference on Cloud Engineering (IC2E)

Random Forest Based on Federated Learning for Intrusion Detection
Artificial intelligence applications and innovations (18th international conference)

Authors: Markovic, Tijana, Leon, Miguel, Buffoni, David, Punnekkat, Sasikumar

Source: International Federation for Information Processing -Publications- IFIP. 646:132-144

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607799408&indx=1&recIds=ETOCCN607799408

Predicting Popularity and Adapting Replication of Internet Videos for High-Quality Delivery

Authors: Silvestre, Guthemberg, Monnet, Sebastien, Buffoni, David, Sens, Pierre

Source: 2013 International Conference on Parallel and Distributed Systems Parallel and Distributed Systems (ICPADS), 2013 International Conference on. :412-419 Dec, 2013

Relation: 2013 International Conference on Parallel and Distributed Systems (ICPADS)

Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration

Authors: Contal, Emile, Buffoni, David, Robicquet, Alexandre, Vayatis, Nicolas

Source: Proceedings of ECML 2013, pp.225-240

Subject Terms: Computer Science - Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1304.5350

Random forest with differential privacy in federated learning framework for network attack detection and classification.

Authors: Markovic, Tijana¹, Leon, Miguel¹, miguel.leonortiz@mdu.se, Buffoni, David², Punnekkat, Sasikumar¹

Source: Applied Intelligence; Sep2024, Vol. 54 Issue 17/18, p8132-8153, 22p

The Westermo network traffic data set

Authors: Strandberg, Per Erik, Söderman, David, Dehlaghi-Ghadim, Alireza, Leon, Miguel, Markovic, Tijana, Punnekkat, Sasikumar, Moghadam, Mahshid Helali, Buffoni, David

Source: In Data in Brief October 2023 50

A Learning to Rank framework applied to text-image retrieval.

Authors: Buffoni, David¹, david.buffoni@lip6.fr, Tollari, Sabrina¹, sabrina.tollari@lip6.fr, Gallinari, Patrick¹, patrick.gallinari@lip6.fr

Source: Multimedia Tools & Applications; Sep2012, Vol. 60 Issue 1, p161-180, 20p

Boosting Streaming Video Delivery with WiseReplica.

Authors: Silvestre, Guthemberg, Buffoni, David, Pires, Karine, Monnet, Sébastien, Sens, Pierre

Source: Transactions on Large-Scale Data- & Knowledge-Centered Systems XX; 2015, p34-58, 25p

LIP6 at INEX΄09: OWPC for Ad Hoc Track.

Authors: Buffoni, David, Usunier, Nicolas, Gallinari, Patrick

Source: Focused Retrieval & Evaluation; 2010, p59-69, 11p

Ranking with ordered weighted pairwise classification.

Authors: Usunier, Nicolas, Buffoni, David, Gallinari, Patrick

Source: ACM International Conference Proceeding Series; 6/14/2009, p1057-1064, 8p

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