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Research

Publications: Dr Ahmed Mohamed Abdelmoniem Sayed

Abdelmoniem AM, Ho C-Y, Papageorgiou P, Canini M ( 2022 ) . Empirical analysis of federated learning in heterogeneous environments . Conference: Proceedings of the 2nd European Workshop on Machine Learning and Systems1 - 9 .
Xu H, Ho C-Y, Abdelmoniem AM, Dutta A, Bergou EH, Karatsenidis K, Canini M, Kalnis P ( 2021 ) . GRACE: A Compressed Communication Framework for Distributed Machine Learning . Conference: 2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS) vol. 00 , 561 - 572 .
Chiu KHT, Wang JM, Abdelmoniem AM, Bensaou B ( 2021 ) . A Two-tiered Caching Scheme for Information-Centric Networks . Conference: 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR) vol. 00 , 1 - 6 .
Abdelmoniem AM, Canini M ( 2021 ) . DC2: Delay-aware Compression Control for Distributed Machine Learning . Conference: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications vol. 00 , 1 - 10 .
Abdelmoniem AM, Bensaou B ( 2021 ) . T-RACKs: A Faster Recovery Mechanism for TCP in Data Center Networks . IEEE/ACM Transactions on Networking vol. 29 , ( 3 ) 1074 - 1087 .
Susanto H, Abdelmoniem AM, Jin H, Bensaou B ( 2019 ) . Creek: Inter Many-to-Many Coflows Scheduling for Datacenter Networks . Conference: ICC 2019 - 2019 IEEE International Conference on Communications (ICC) vol. 00 , 1 - 6 .
Abdelmoniem AM, Bensaou B ( 2018 ) . Curbing Timeouts for TCP-Incast in Data Centers via A Cross-Layer Faster Recovery Mechanism . Conference: IEEE INFOCOM 2018 - IEEE Conference on Computer Communications vol. 00 , 675 - 683 .