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ORCIDRenuga Kanagavelu
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2020 – today
- 2024
[c17]Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh:
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity. CVPR 2024: 26223-26232- [c16]Renuga Kanagavelu, Madhav Walia, Yuan Wang, Huazhu Fu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh:
MedSynth: Leveraging Generative Model for Healthcare Data Sharing. MICCAI (12) 2024: 654-664 - [i4]Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jiang Jin Peng, Yong Liu, Rick Siow Mong Goh, Qingsong Wei:
Don't Forget What I did?: Assessing Client Contributions in Federated Learning. CoRR abs/2403.07151 (2024) - [i3]Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh:
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity. CoRR abs/2404.18962 (2024) - 2022
- [j3]Renuga Kanagavelu, Qingsong Wei, Zengxiang Li
, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang:
CE-Fed: Communication efficient multi-party computation enabled federated learning. Array 15: 100207 (2022) - [c15]Yuan Wang, Renuga Kanagavelu, Qingsong Wei, Yechao Yang, Yong Liu:
Model Aggregation for Federated Learning Considering Non-IID and Imbalanced Data Distribution. BrainLes@MICCAI (2) 2022: 196-208 - [c14]Qingsong Wei, Yechao Yang, Lu Sifei, Juniarto Samsudin, Renuga Kanagavelu, Haibin Zhang, Farzam Farbiz:
An Interoperable Framework for Heterogeneous IoT infrastructure to Unlock Data Value. GIOTS 2022: 69-81 - [i2]Renuga Kanagavelu, Kinshuk Dua, Pratik Garai, Susan Elias, Neha Thomas, Simon Elias, Qingsong Wei, Rick Siow Mong Goh, Yong Liu:
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views. CoRR abs/2212.02196 (2022) - 2021
- [c13]Yongqing Zhu, Paul Horng-Jyh Wu, Fang Liu, Renuga Kanagavelu:
Disk Failure Prediction for Software-Defined Data Centre (SDDC). DASC/PiCom/CBDCom/CyberSciTech 2021: 264-268 - 2020
- [j2]Yongqing Zhu, Juniarto Samsudin, Renuga Kanagavelu, Weiwen Zhang, Long Wang, Theint Theint Aye, Rick Siow Mong Goh:
Fast Recovery MapReduce (FAR-MR) to accelerate failure recovery in big data applications. J. Supercomput. 76(5): 3572-3588 (2020) - [c12]Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang:
Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CCGRID 2020: 410-419 - [i1]Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang:
Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. CoRR abs/2005.11901 (2020)
2010 – 2019
- 2018
- [c11]Renuga Kanagavelu, Yongqing Zhu, Khin Mi Mi Aung:
TOSS: Traffic-aware distributed object-based storage using software-defined networks. SOLI 2018: 131-136 - 2016
- [c10]Renuga Kanagavelu, Khin Mi Mi Aung:
Software-defined load balancer in cloud data centers. ICCIP 2016: 139-143 - 2015
- [b1]Renuga Kanagavelu:
Software defined networking and virtual machine placement in data centers. Nanyang Technological University, Singapore, 2015 - [c9]Renuga Kanagavelu, Khin Mi Mi Aung:
SDN Controlled Local Re-routing to Reduce Congestion in Cloud Data Center. ICCCRI 2015: 80-88 - 2014
- [j1]Renuga Kanagavelu, Bu-Sung Lee, Le Nguyen The Dat, Luke Ng Mingjie, Khin Mi Mi Aung:
Virtual machine placement with two-path traffic routing for reduced congestion in data center networks. Comput. Commun. 53: 1-12 (2014) - 2013
- [c8]Bu-Sung Lee, Renuga Kanagavelu, Khin Mi Mi Aung:
An efficient flow cache algorithm with improved fairness in Software-Defined Data Center Networks. CloudNet 2013: 18-24 - [c7]Daji Wong, Kiam Tian Seow, Chuan Heng Foh, Renuga Kanagavelu:
Towards reproducible performance studies of datacenter network architectures using an open-source simulation approach. GLOBECOM 2013: 1373-1378 - [c6]Shuo Fang, Renuga Kanagavelu, Bu-Sung Lee, Chuan Heng Foh, Khin Mi Mi Aung:
Power-Efficient Virtual Machine Placement and Migration in Data Centers. GreenCom/iThings/CPScom 2013: 1408-1413 - [c5]Renuga Kanagavelu, Bu-Sung Lee, Miguel Rodel Felipe, Le Nguyen The Dat, Luke Ng Mingjie:
Software defined network based adaptive routing for data replication in Data Centers. ICON 2013: 1-6 - 2012
- [c4]Renuga Kanagavelu, Luke Ng Mingjie, Khin Mi Mi Aung, Francis Bu-Sung Lee, Heryandi:
OpenFlow based control for re-routing with differentiated flows in Data Center Networks. ICON 2012: 228-233
2000 – 2009
- 2004
- [c3]Yan Gao, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Jie Yan, Zhe-jie Liu:
An ISCSI design over wireless network. ICON 2004: 60-65 - [c2]Jie Yan, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Feng Zhou, So Lih Weon:
A Design of Metadata Server Cluster in Large Distributed Object-based Storage. MSST 2004: 199-205 - [c1]Hui Xiong, Renuga Kanagavelu, Yao-Long Zhu, Khai Leong Yong:
An iSCSI Design and Implementation. MSST 2004: 207-213
Coauthor Index
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