Renuga Kanagavelu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 12

Top Topics

Failure Prediction

Dynamic Routing

Virtual Machine

Top Venues

BrainLes@MICCAI (2)

Publications

Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity. CoRR (2024)
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 (2024)
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 (2022)
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)
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)
Renuga Kanagavelu, Kinshuk Dua, Pratik Garai, Susan Elias, Neha Thomas, Simon Elias, Qingsong Wei, Rick Siow Mong Goh, Liu Yong
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views. CoRR (2022)
Yongqing Zhu, Paul Horng Jyh Wu, Fang Liu, Renuga Kanagavelu
Disk Failure Prediction for Software-Defined Data Centre (SDDC). DASC/PiCom/CBDCom/CyberSciTech (2021)
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)
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) (2020)
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 (2020)
Renuga Kanagavelu, Yongqing Zhu, Khin Mi Mi Aung
TOSS: Traffic-aware distributed object-based storage using software-defined networks. SOLI (2018)
Renuga Kanagavelu, Khin Mi Mi Aung
Software-defined load balancer in cloud data centers. ICCIP (2016)
Renuga Kanagavelu, Khin Mi Mi Aung
SDN Controlled Local Re-routing to Reduce Congestion in Cloud Data Center. ICCCRI (2015)
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 (2014)
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)
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)
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)
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)
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)
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)
Yan Gao, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Jie Yan, Zhe-jie Liu
An ISCSI design over wireless network. ICON (2004)
Hui Xiong, Renuga Kanagavelu, Yao-Long Zhu, Khai Leong Yong
An iSCSI Design and Implementation. MSST (2004)