Marco Canini
Orcid: 0000-0002-5051-4283
According to our database1,
Marco Canini
authored at least 114 papers
between 2008 and 2024.
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Bibliography
2024
2023
IEEE Internet Things J., August, 2023
Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees.
CoRR, 2023
Proceedings of the 2023 USENIX Annual Technical Conference, 2023
Proceedings of the ACM SIGCOMM 2023 Conference, 2023
A First Look at the Impact of Distillation Hyper-Parameters in Federated Knowledge Distillation.
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023
Proceedings of the Eighteenth European Conference on Computer Systems, 2023
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023
Proceedings of the 4th International Workshop on Distributed Machine Learning, 2023
Proceedings of the on CoNEXT Student Workshop 2023, 2023
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023
2022
<i>Renaissance</i>: A self-stabilizing distributed SDN control plane using in-band communications.
J. Comput. Syst. Sci., 2022
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022
Proceedings of the Mathematical and Scientific Machine Learning, 2022
Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022
2021
CoRR, 2021
Proceedings of the SOSR '21: The ACM SIGCOMM Symposium on SDN Research, Virtual Event, USA, October 11, 2021
LineFS: Efficient SmartNIC Offload of a Distributed File System with Pipeline Parallelism.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021
Efficient sparse collective communication and its application to accelerate distributed deep learning.
Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems.
Proceedings of Machine Learning and Systems 2021, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021
Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization.
Proceedings of the EuroMLSys@EuroSys 2021, 2021
2020
IEEE Trans. Netw. Serv. Manag., 2020
Do the Best Cloud Configurations Grow on Trees? An Experimental Evaluation of Black Box Algorithms for Optimizing Cloud Workloads Sub.
Proc. VLDB Endow., 2020
Comput. Commun. Rev., 2020
Assise: Performance and Availability via Client-local NVM in a Distributed File System.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020
Proceedings of the DistributedML@CoNEXT 2020: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020
Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Assise: Performance and Availability via NVM Colocation in a Distributed File System.
CoRR, 2019
Cracking Open the Black Box: What Observations Can Tell Us About Reinforcement Learning Agents.
Proceedings of the 2019 Workshop on Network Meets AI & ML, 2019
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
2018
Methodology, measurement and analysis of flow table update characteristics in hardware openflow switches.
Comput. Networks, 2018
Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 2018
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018
Proceedings of the 17th International IFIP TC6 Networking Conference, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Mitigating Network Side Channel Leakage for Stream Processing Systems in Trusted Execution Environments.
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018
Proceedings of the ACM Symposium on Cloud Computing, 2018
Proceedings of the 2nd Asia-Pacific Workshop on Networking, 2018
Proceedings of the Applied Networking Research Workshop, 2018
2017
IEEE J. Sel. Areas Commun., 2017
Proceedings of the Symposium on SDN Research, 2017
Proceedings of the Symposium on SDN Research, 2017
Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017
Proceedings of the Reproducibility Workshop, 2017
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017
Proceedings of the Twelfth European Conference on Computer Systems, 2017
Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
2016
Inter-domain networking innovation on steroids: empowering ixps with SDN capabilities.
IEEE Commun. Mag., 2016
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016
Ground Control to Major Faults: Towards a Fault Tolerant and Adaptive SDN Control Network.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016
Proceedings of the 2016 Applied Networking Research Workshop, 2016
Proceedings of the 2016 Applied Networking Research Workshop, 2016
2015
Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
2014
Panopticon: Reaping the Benefits of Incremental SDN Deployment in Enterprise Networks.
Proceedings of the 2014 USENIX Annual Technical Conference, 2014
Proceedings of the third workshop on Hot topics in software defined networking, 2014
Proceedings of the third workshop on Hot topics in software defined networking, 2014
Proceedings of the Open Networking Summit 2014 - Research Track, 2014
2013
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013
Proceedings of the ACM SIGCOMM 2013 Conference, 2013
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013
2012
Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012
Proceedings of the European Workshop on Software Defined Networking, 2012
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012
2011
Proceedings of the 2011 USENIX Annual Technical Conference, 2011
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011
Proceedings of the Passive and Active Measurement - 12th International Conference, 2011
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011
Proceedings of the 2011 Conference on Emerging Networking Experiments and Technologies, 2011
Proceedings of The ACM CoNEXT Student Workshop, 2011
2010
Proceedings of the 4th International Workshop on Large Scale Distributed Systems and Middleware, 2010
2009
Efficient application identification and the temporal and spatial stability of classification schema.
Comput. Networks, 2009
Proceedings of the Traffic Monitoring and Analysis, First International Workshop, 2009
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009
Experience with high-speed automated application-identification for network-management.
Proceedings of the 2009 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2009
2008
Proceedings of the 16th Euromicro International Conference on Parallel, 2008