Skip to main content
Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: Dr Ahmed Mohamed Abdelmoniem Sayed

Back to Search
Huang C, Zhang T, Wang L, Xiao Y, Yang C, Tian C, Wang X, Zhang D et al. ( 2024 ) . MpScope: Enabling multi-pipeline monitoring inside a switch . Computer Networks vol. 254 ,
Abdelmoniem AM, Zhao Y ( 2024 ) . Knowledge Routing in Decentralized Learning . IEEE Intelligent Systems vol. PP , ( 99 ) 1 - 8 .
Abdelmoniem AM, Jaber M, Anwar A, Zhang Y, Gao M ( 2024 ) . Towards a Decentralized Collaborative Framework for Scalable Edge AI . Future Internet vol. 16 , ( 11 )
Chen Q, Li H, You L, Qu H, Abdelmoniem AM, Yuen C ( 2024 ) . AFML: An Asynchronous Federated Meta-Learning Mechanism for Charging Station Occupancy Prediction with Biased and Isolated Data . IEEE Transactions on Big Data vol. PP , ( 99 ) 1 - 16 .
Bhattacharjee S, Choudhury T, Abdelmoniem AM ( 2024 ) . Data privacy and integrity in complex data . Convergence of Artificial Intelligence and Internet of Things for Industrial Automation , Taylor & Francis
Abdelmoniem AM, Abdelmoniem YM, Bensaou B ( 2024 ) . Design and Analysis of an Incast Mitigation System . Conference: 2024 International Telecommunications Conference (ITC-Egypt) vol. 00 , 368 - 373 .
Lynch S, Abdelmoniem AM, Gill SS ( 2024 ) . Centralised and Decentralised Fraud Detection Approaches in Federated Learning . Applications of AI for Interdisciplinary Research , Taylor & Francis
Lai HK, Abdelmoniem AM, Gill SS ( 2024 ) . Federated Learning for the Predicting Household Financial Expenditure . Applications of AI for Interdisciplinary Research , Taylor & Francis
Pardeshi K, Gill SS, Abdelmoniem AM ( 2024 ) . Stock Market Price Prediction: A Hybrid LSTM and Sequential Self-Attention-based Approach . Applications of AI for Interdisciplinary Research , Taylor & Francis
Song P, Lee J, Abdelmoniem AM, Mukhanov L ( 2024 ) . Do 5G Networks Achieve The Proclaimed Promises? An Empirical Study Using YouTube Edge Service . Conference: 2024 IEEE International Conference on Edge Computing and Communications (EDGE) vol. 00 , 29 - 34 .
Esquivel JA, Aldous B, Abdelmoniem AM, Alhilal A, You L ( 2024 ) . Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices . Conference: 2024 IEEE 24th International Conference on Software Quality, Reliability, and Security Companion (QRS-C) vol. 00 , 363 - 372 .
Wang J, Guo X, Li Q, Abdelmoniem AM, Gao M ( 2024 ) . SDANet: scale-deformation awareness network for crowd counting . Journal of Electronic Imaging vol. 33 , ( 4 ) 043002 - 043002 .
Zaeri K, Abdelmoniem AM ( 2024 ) . EMPRN: Reinforcement Learning-based ECN Tuning Using Message Passing Graph Recurrent Networks for Datacenters . Conference: ICC 2024 - IEEE International Conference on Communications vol. 00 , 4668 - 4673 .
Song W, Zeng X, Abdelmoniem AM, Zhang H, Gao M ( 2024 ) . Cross-Modality Interaction Network for Medical Image Fusion . IEEE Transactions on Consumer Electronics vol. PP , ( 99 ) 1 - 1 .
Agarwal V, Raman A, Sastry N, Abdelmoniem AM, Tyson G, Castro I ( 2024 ) . Decentralised Moderation for Interoperable Social Networks: A Conversation-Based Approach for Pleroma and the Fediverse . Proceedings of the International AAAI Conference on Web and Social Media vol. 18 , 2 - 14 .
Arouj A, Abdelmoniem AM, Alhilal A, You L, Wang C ( 2024 ) . Resource-Aware Split Federated Learning for Edge Intelligence . Conference: 2024 IEEE 3rd Workshop on Machine Learning on Edge in Sensor Systems (SenSys-ML) vol. 00 , 15 - 20 .
Chen G, Li K, Abdelmoniem AM, You L ( 2024 ) . Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning . Conference: Companion Proceedings of the ACM Web Conference 2024525 - 528 .
Mohamed Abdelmoniem Sayed A ( 2024 ) . Decentralised Moderation for Interoperable Social Networks: A Conversation-Based Approach for Pleroma and the Fediverse . Conference: Proceedings of the International AAAI Conference on Web and Social Media
Zhang Y, Huang H, Abdelmoniem AM, Zeng G, Zheng C, Que X, Wang W, Xu K ( 2024 ) . FLAIR: A Fast and Low-Redundancy Failure Recovery Framework for Inter Data Center Network . IEEE Transactions on Cloud Computing vol. 12 , ( 2 ) 737 - 749 .
Arouj A, Abdelmoniem AM ( 2024 ) . Towards Energy-Aware Federated Learning via Collaborative Computing Approach . Computer Communications vol. 221 , 131 - 141 .
Aldous B, Abdelmoniem AM ( 2024 ) . Comparative Profiling . Conference: Proceedings of the 4th Workshop on Machine Learning and Systems176 - 183 .
Khan AF, Khan AA, Abdelmoniem AM, Fountain S, Butt AR, Anwar A ( 2024 ) . FLOAT: Federated Learning Optimizations with Automated Tuning . Conference: Proceedings of the Nineteenth European Conference on Computer Systems200 - 218 .
Abu AJ, Bensaou B, Abdelmoniem AM ( 2024 ) . Dimensioning the pending interest table in content-centric networks . Future Generation Computer Systems vol. 152 , 179 - 192 .
Alrubayyi H, Alshareef MS, Nadeem Z, Abdelmoniem AM, Jaber M ( 2024 ) . Security Threats and Promising Solutions Arising from the Intersection of AI and IoT: A Study of IoMT and IoET Applications . Future Internet vol. 16 , ( 3 )
Bhattacharjee S, Sharma H, Choudhury T, Abdelmoniem AM ( 2024 ) . Publisher Correction to: Leveraging chaos for enhancing encryption and compression in large cloud data transfers . The Journal of Supercomputing vol. 80 , ( 9 ) 13493 - 13494 .
Bhattacharjee S, Sharma H, Choudhury T, Abdelmoniem AM ( 2024 ) . Leveraging chaos for enhancing encryption and compression in large cloud data transfers . The Journal of Supercomputing vol. 80 , ( 9 ) 11923 - 11957 .
Abdelmoniem AM, Bensaou B ( 2024 ) . Alleviating Congestion via Switch Design for Fair Buffer Allocation in Datacenters . IEEE Transactions on Cloud Computing vol. 12 , ( 1 ) 219 - 231 .
Chen J, Gao Y, Liu G, Abdelmoniem AM, Wang C ( 2024 ) . Manipulating Pre-Trained Encoder for Targeted Poisoning Attacks in Contrastive Learning . IEEE Transactions on Information Forensics and Security vol. 19 , 2412 - 2424 .
Lynch S, Abdelmoniem AM, Gill SS ( 2024 ) . Centralised and Decentralised Fraud Detection Approaches in Federated Learning: A Performance Analysis . Applications of AI for Interdisciplinary Research ,
Khan N, bin Salleh R, Khan Z, Koubaa A, Hamdan M, Abdelmoniem AM ( 2023 ) . Ensuring reliable network operations and maintenance: The role of PMRF for switch maintenance and upgrades in SDN . Journal of King Saud University - Computer and Information Sciences vol. 35 , ( 10 )
Zhang T, Zhou H, Huang C, Tian C, Zhang W, Wang X, Wang Y, Abdelmoniem AM et al. ( 2023 ) . Achieving Zero-copy Serialization for Datacenter RPC . Conference: 2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)304 - 312 .
Alshareef MS, Jaber M, Abdelmoniem AM ( 2023 ) . A Differential Privacy Approach for Privacy-Preserving Multi-Modal Stress Detection . Conference: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) vol. 00 , 206 - 212 .
Zahri S, Bennouri H, Chehri A, Abdelmoniem AM ( 2023 ) . Federated Learning for IoT Networks: Enhancing Efficiency and Privacy . Conference: 2023 IEEE 9th World Forum on Internet of Things (WF-IoT) vol. 00 , 1 - 6 .
Tewatia S, Patel AA, Abdelmoniem AM, Xu M, Kaur K, Kumar M, Chowdhury D, Kumar A et al. ( 2023 ) . GPU Based AI for Modern E-Commerce Applications: Performance Evaluation, Analysis and Future Directions . 6G Enabled Fog Computing in IoT , Springer Nature
Hota M, Abdelmoniem AM, Xu M, Gill SS ( 2023 ) . Leveraging Cloud-Native Microservices Architecture for High Performance Real-Time Intra-Day Trading: A Tutorial . 6G Enabled Fog Computing in IoT , Springer Nature
Gadgil K, Gill SS, Abdelmoniem AM ( 2023 ) . A meta-learning based stacked regression approach for customer lifetime value prediction . Journal of Economy and Technology vol. 1 , 197 - 207 .
Tian Z, Wang Z, Abdelmoniem AM, Liu G, Wang C ( 2023 ) . Knowledge Representation of Training Data With Adversarial Examples Supporting Decision Boundary . IEEE Transactions on Information Forensics and Security vol. 18 , 4116 - 4127 .
Abdelmoniem AM, Abdelmoniem YM, Elzanaty A ( 2023 ) . A2FL: Availability-Aware Selection for Machine Learning on Clients with Federated Big Data . Conference: ICC 2023 - IEEE International Conference on Communications vol. 00 , 1200 - 1205 .
Bragion E, Akter H, Kumar M, Xu M, Abdelmoniem AM, Gill SS ( 2023 ) . Fortaleza: The emergence of a network hub . Internet of Things and Cyber-Physical Systems vol. 3 , 272 - 279 .
Abdelmoniem AM, Sahu AN, Canini M, Fahmy SA ( 2023 ) . REFL: Resource-Efficient Federated Learning . Conference: Proceedings of the Eighteenth European Conference on Computer Systems215 - 232 .
Abdelmoniem AM, Bensaou B ( 2023 ) . Enhancing TCP via Hysteresis Switching: Theoretical Analysis and Empirical Evaluation . IEEE/ACM Transactions on Networking vol. 31 , ( 6 ) 2614 - 2623 .
Abdelmoniem AM, Ho C-Y, Papageorgiou P, Canini M ( 2023 ) . A Comprehensive Empirical Study of Heterogeneity in Federated Learning . IEEE Internet of Things Journal vol. 10 , ( 16 ) 14071 - 14083 .
Iftikhar S, Gill SS, Song C, Xu M, Aslanpour MS, Toosi AN, Du J, Wu H et al. ( 2022 ) . AI-based fog and edge computing: A systematic review, taxonomy and future directions . Internet of Things vol. 21 , Article 100674 , 100674 - 100674 .
Arouj A, Abdelmoniem AM ( 2022 ) . Towards energy-aware federated learning on battery-powered clients . Conference: Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network7 - 12 .
Abdulah S, Atwa W, Abdelmoniem AM ( 2022 ) . Active clustering data streams with affinity propagation . ICT Express vol. 8 , ( 2 ) 276 - 282 .
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, Canini M ( 2021 ) . Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization . Conference: Proceedings of the 1st Workshop on Machine Learning and Systems96 - 103 .
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 .
Sahu AN, Banerjee T, Dutta A, Canini M, Abdelmoniem AM, Kalnis P ( 2021 ) . Rethinking gradient sparsification as total error minimization . Advances in Neural Information Processing Systems . vol. 10 , 8133 - 8146 .
Gajjala RR, Banchhor S, Abdelmoniem AM, Dutta A, Canini M, Kalnis P ( 2020 ) . Huffman Coding Based Encoding Techniques for Fast Distributed Deep Learning . Conference: Proceedings of the 1st Workshop on Distributed Machine Learning21 - 27 .
Abdelmoniem AM, Susanto H, Bensaou B ( 2020 ) . Reducing Latency in Multi-Tenant Data Centers via Cautious Congestion Watch . Conference: 49th International Conference on Parallel Processing - ICPP1 - 11 .
Dutta A, Bergou EH, Abdelmoniem AM, Ho C-Y, Sahu AN, Canini M, Kalnis P ( 2020 ) . On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning . Proceedings of the AAAI Conference on Artificial Intelligence vol. 34 , ( 04 ) 3817 - 3824 .
Susanto H, Abdelmoniem AM, Zhang H, Liu B, Towsley D ( 2019 ) . A Near Optimal Multi-Faced Job Scheduler for Datacenter Workloads . Conference: 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) vol. 00 , 2026 - 2036 .
Abdelmoniem AM, Bensaou B, Susanto H ( 2019 ) . Taming Latency in Data centers via Active Congestion-Probing . Conference: 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS) vol. 00 , 101 - 110 .
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 ( 2019 ) . Hysteresis-based Active Queue Management for TCP Traffic in Data Centers . Conference: IEEE INFOCOM 2019 - IEEE Conference on Computer Communications vol. 00 , 1621 - 1629 .
Dong J, Yin H, Tian C, Abdelmoniem AM, Zhou H, Bai B, Zhang G ( 2019 ) . Uranus: Congestion-proportionality among slices based on Weighted Virtual Congestion Control . Computer Networks vol. 152 , 154 - 166 .
Abdelmoniem AM, Abdelmoniem YM, Bensaou B ( 2019 ) . On Network Systems Design: Pushing the Performance Envelope via FPGA Prototyping . Conference: 2019 International Conference on Innovative Trends in Computer Engineering (ITCE) vol. 00 , 80 - 85 .
Abdelmoniem AM, Bensaou B, Barsourrr V ( 2018 ) . IncastGuard: An Efficient TCP- Incast Mitigation Mechanism for Cloud Networks . Conference: 2018 IEEE Global Communications Conference (GLOBECOM) 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 .
Abdelmoniem AM, Bensaou B ( 2017 ) . Enforcing Transport-Agnostic Congestion Control in SDN-based Data Centers . Conference: 2017 IEEE 42nd Conference on Local Computer Networks (LCN)128 - 136 .
Abdelmoniem AM, Bensaou B, Abu AJ ( 2017 ) . Mitigating incast-TCP congestion in data centers with SDN . Annals of Telecommunications vol. 73 , ( 3-4 ) 263 - 277 .
Abdelmoniem AM, Bensaou B, Abu AJ ( 2017 ) . SICC: SDN-based Incast Congestion Control for Data Centers . Conference: 2017 IEEE International Conference on Communications (ICC)1 - 6 .
Sabvasachi AS, Kabir HMD, Abdelmoniem AM, Mondal SK ( 2017 ) . A Resilient Auction Framework for Deadline-Aware Jobs in Cloud Spot Market (Poster Abstract) . Conference: 2017 IEEE 36th Symposium on Reliable Distributed Systems (SRDS)247 - 249 .
Abu AJ, Bensaou B, Abdelmoniem AM . Inferring and Controlling Congestion in CCN via the Pending Interest Table Occupancy . Conference: 2016 IEEE 41st Conference on Local Computer Networks (LCN)433 - 441 .
Abu AJ, Bensaou B, Abdelmoniem AM ( 2016 ) . A Markov Model of CCN Pending Interest Table Occupancy with Interest Timeout and Retries . Conference: 2016 IEEE International Conference on Communications (ICC)1 - 6 .
Abdelmoniem AM, Bensaou B, Abu AJ ( 2016 ) . HyGenICC: Hypervisor-Based Generic IP Congestion Control for Virtualized Data Centers . Conference: 2016 IEEE International Conference on Communications (ICC)1 - 6 .
Abdelmoniem AM, Bensaou B . Incast-Aware Switch-Assisted TCP Congestion Control for Data Centers . Conference: 2015 IEEE Global Communications Conference (GLOBECOM)1 - 6 .
Abdelmoniem AM, Bensaou B ( 2015 ) . Reconciling Mice and Elephants in Data Center Networks . Conference: 2015 IEEE 4th International Conference on Cloud Networking (CloudNet)119 - 124 .
Abdelmoniem AM, Bensaou B ( 2014 ) . Incast-Aware Switch-Assisted TCP Congestion Control for Data Centers . Conference: 2015 IEEE Global Communications Conference (GLOBECOM)1 - 6 .
Back to Search