Renuga Kanagavelu

28 papers A* 1A 1B 2Misc 2Journal 8Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DPxFin: Adaptive Differential Privacy for Anti-Money Laundering Detection via Reputation-Weighted Federated Learning. CoRR Renuga Kanagavelu, Manjil Nepal, Peiyan Ning, Kangning Cai, Jiming Xu, Fei Gao, Yong Liu, Rick Siow Mong Goh, Qingsong Wei
2025	A	`conf`	History-Aware and Dynamic Client Contribution in Federated Learning. ECAI Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jinpeng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei
2024	A*	`conf`	An Aggregation-Free Federated Learning for Tackling Data Heterogeneity. CVPR Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh
2024	J	`jnl`	An Aggregation-Free Federated Learning for Tackling Data Heterogeneity. CoRR Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh
2024	J	`jnl`	Don't Forget What I did?: Assessing Client Contributions in Federated Learning. CoRR Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jinpeng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei
2024	—	`conf`	Fed-SHARC: Resilient Decentralized Federated Learning based on Reward driven Clustering. CAI Renuga Kanagavelu, Chris George Anil, Yuan Wang, Huazhu Fu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh
2024	—	`conf`	MedSynth: Leveraging Generative Model for Healthcare Data Sharing. MICCAI (12) Renuga Kanagavelu, Madhav Walia, Yuan Wang, Huazhu Fu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh
2022	—	`conf`	An Interoperable Framework for Heterogeneous IoT infrastructure to Unlock Data Value. GIOTS Qingsong Wei, Yechao Yang, Lu Sifei, Juniarto Samsudin, Renuga Kanagavelu, Haibin Zhang, Farzam Farbiz
2022	J	`jnl`	CE-Fed: Communication efficient multi-party computation enabled federated learning. Array Renuga Kanagavelu, Qingsong Wei, Zengxiang Li, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang
2022	J	`jnl`	FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views. CoRR Renuga Kanagavelu, Kinshuk Dua, Pratik Garai, Susan Elias, Neha Thomas, Simon Elias, Qingsong Wei, Rick Siow Mong Goh, Yong Liu
2022	—	`conf`	Model Aggregation for Federated Learning Considering Non-IID and Imbalanced Data Distribution. BrainLes@MICCAI (2) Yuan Wang, Renuga Kanagavelu, Qingsong Wei, Yechao Yang, Yong Liu
2021	—	`conf`	Disk Failure Prediction for Software-Defined Data Centre (SDDC). DASC/PiCom/CBDCom/CyberSciTech Yongqing Zhu, Paul Horng-Jyh Wu, Fang Liu, Renuga Kanagavelu
2020	J	`jnl`	Fast Recovery MapReduce (FAR-MR) to accelerate failure recovery in big data applications. J. Supercomput. Yongqing Zhu, Juniarto Samsudin, Renuga Kanagavelu, Weiwen Zhang, Long Wang, Theint Theint Aye, Rick Siow Mong Goh
2020	B	`conf`	Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CCGRID Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang
2020	J	`jnl`	Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CoRR Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang
2018	—	`conf`	TOSS: Traffic-aware distributed object-based storage using software-defined networks. SOLI Renuga Kanagavelu, Yongqing Zhu, Khin Mi Mi Aung
2016	—	`conf`	Software-defined load balancer in cloud data centers. ICCIP Renuga Kanagavelu, Khin Mi Mi Aung
2015	—	`conf`	SDN Controlled Local Re-routing to Reduce Congestion in Cloud Data Center. ICCCRI Renuga Kanagavelu, Khin Mi Mi Aung
2015	—	`—`	Software defined networking and virtual machine placement in data centers Renuga Kanagavelu
2014	J	`jnl`	Virtual machine placement with two-path traffic routing for reduced congestion in data center networks. Comput. Commun. Renuga Kanagavelu, Bu-Sung Lee, Le Nguyen The Dat, Luke Ng Mingjie, Khin Mi Mi Aung
2013	—	`conf`	An efficient flow cache algorithm with improved fairness in Software-Defined Data Center Networks. CloudNet Bu-Sung Lee, Renuga Kanagavelu, Khin Mi Mi Aung
2013	—	`conf`	Power-Efficient Virtual Machine Placement and Migration in Data Centers. GreenCom/iThings/CPScom Shuo Fang, Renuga Kanagavelu, Bu-Sung Lee, Chuan Heng Foh, Khin Mi Mi Aung
2013	—	`conf`	Software defined network based adaptive routing for data replication in Data Centers. ICON Renuga Kanagavelu, Bu-Sung Lee, Miguel Rodel Felipe, Le Nguyen The Dat, Luke Ng Mingjie
2013	B	`conf`	Towards reproducible performance studies of datacenter network architectures using an open-source simulation approach. GLOBECOM Daji Wong, Kiam Tian Seow, Chuan Heng Foh, Renuga Kanagavelu
2012	—	`conf`	OpenFlow based control for re-routing with differentiated flows in Data Center Networks. ICON Renuga Kanagavelu, Luke Ng Mingjie, Khin Mi Mi Aung, Francis Bu-Sung Lee, Heryandi
2004	Misc	`conf`	A Design of Metadata Server Cluster in Large Distributed Object-based Storage. MSST Jie Yan, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Feng Zhou, So Lih Weon
2004	—	`conf`	An ISCSI design over wireless network. ICON Yan Gao, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Jie Yan, Zhe-jie Liu
2004	Misc	`conf`	An iSCSI Design and Implementation. MSST Hui Xiong, Renuga Kanagavelu, Yao-Long Zhu, Khai Leong Yong