Ahmed M. Abdelmoniem

Mohammad Sadegh Aslanpour

ICT Express, 2022

AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2022

The Switch from Conventional to SDN: The Case for Transport-Agnostic Congestion Control.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Energy-Aware Federated Learning on Battery-Powered Clients.

[BibT_eX]

[DOI]

Amna Arouj

CoRR, 2022

Empirical analysis of federated learning in heterogeneous environments.

[BibT_eX]

[DOI]

Chen-Yu Ho

Pantelis Papageorgiou

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

2021

T-RACKs: A Faster Recovery Mechanism for TCP in Data Center Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

Resource-Efficient Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Implementation and Evaluation of Data Center Congestion Controller with Switch Assistance.

[BibT_eX]

[DOI]

CoRR, 2021

On the Impact of Device and Behavioral Heterogeneity in Federated Learning.

[BibT_eX]

[DOI]

Chen-Yu Ho

Pantelis Papageorgiou

Muhammad Bilal

CoRR, 2021

Rethinking gradient sparsification as total error minimization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of Machine Learning and Systems 2021, 2021

DC2: Delay-aware Compression Control for Distributed Machine Learning.

[BibT_eX]

[DOI]

Konstantinos Karatsenidis

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

GRACE: A Compressed Communication Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

Panos Kalnis

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

A Two-tiered Caching Scheme for Information-Centric Networks.

[BibT_eX]

[DOI]

Kelvin H. T. Chiu

Jason Min Wang

Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization.

[BibT_eX]

[DOI]

Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020

Design and Implementation of Fair Congestion Control for Data Centers Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Reducing Latency in Multi-Tenant Data Centers via Cautious Congestion Watch.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Huffman Coding Based Encoding Techniques for Fast Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the DistributedML@CoNEXT 2020: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020

On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Uranus: Congestion-proportionality among slices based on Weighted Virtual Congestion Control.

[BibT_eX]

[DOI]

Jiaqing Dong

Hao Yin

Chen Tian

Huaping Zhou

Bo Bai

Gong Zhang

Comput. Networks, 2019

Hysteresis-based Active Queue Management for TCP Traffic in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

A Near Optimal Multi-Faced Job Scheduler for Datacenter Workloads.

[BibT_eX]

[DOI]

Honggang Zhang

Benyuan Liu

Don Towsley

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Taming Latency in Data Centers Via Active Congestion-Probing.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Creek: Inter Many-to-Many Coflows Scheduling for Datacenter Networks.

[BibT_eX]

[DOI]

Hao Jin

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Mitigating incast-TCP congestion in data centers with SDN.

[BibT_eX]

[DOI]

Ann. des Télécommunications, 2018

Curbing Timeouts for TCP-Incast in Data Centers via A Cross-Layer Faster Recovery Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

IncastGuard: An Efficient TCP-Incast Mitigation Mechanism for Cloud Networks.

[BibT_eX]

[DOI]

Abadhan Saumya Sabyasachi

Victor Barsoum

Proceedings of the IEEE Global Communications Conference, 2018

2017

A Resilient Auction Framework for Deadline-Aware Jobs in Cloud Spot Market.

[BibT_eX]

[DOI]

Hussain Mohammed Dipu Kabir

Subrota Kumar Mondal

Proceedings of the 36th IEEE Symposium on Reliable Distributed Systems, 2017

Enforcing Transport-Agnostic Congestion Control in SDN-Based Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

SICC: SDN-based incast congestion control for data centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

Inferring and Controlling Congestion in CCN via the Pending Interest Table Occupancy.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

A Markov model of CCN pending interest table occupancy with interest timeout and retries.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

HyGenICC: Hypervisor-based generic IP congestion control for virtualized data centers.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015

Incast-Aware Switch-Assisted TCP Congestion Control for Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Reconciling mice and elephants in data center networks.

[BibT_eX]

[DOI]