Renuga Kanagavelu

According to our database, Renuga Kanagavelu authored at least 23 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Don't Forget What I did?: Assessing Client Contributions in Federated Learning.

Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jiang Jin Peng, Yong Liu, Rick Siow Mong Goh, Qingsong Wei

CoRR, 2024

MedSynth: Leveraging Generative Model for Healthcare Data Sharing.

Renuga Kanagavelu, Madhav Walia, Yuan Wang, Huazhu Fu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

An Aggregation-Free Federated Learning for Tackling Data Heterogeneity.

Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views.

Renuga Kanagavelu, Kinshuk Dua, Pratik Garai, Susan Elias, Neha Thomas, Simon Elias, Qingsong Wei, Rick Siow Mong Goh, Yong Liu

CoRR, 2022

CE-Fed: Communication efficient multi-party computation enabled federated learning.

Renuga Kanagavelu, Qingsong Wei, Zengxiang Li, Haibin Zhang, Juniarto Samsudin, Yechao Yang, Rick Siow Mong Goh, Shangguang Wang

Array, 2022

An Interoperable Framework for Heterogeneous IoT infrastructure to Unlock Data Value.

Qingsong Wei, Yechao Yang, Lu Sifei, Juniarto Samsudin, Renuga Kanagavelu, Haibin Zhang, Farzam Farbiz

Proceedings of the Internet of Things, 2022

Model Aggregation for Federated Learning Considering Non-IID and Imbalanced Data Distribution.

Yuan Wang, Renuga Kanagavelu, Qingsong Wei, Yechao Yang, Yong Liu

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

2021

Disk Failure Prediction for Software-Defined Data Centre (SDDC).

Yongqing Zhu, Paul Horng-Jyh Wu, Fang Liu, Renuga Kanagavelu

Proceedings of the IEEE Intl Conf on Dependable, 2021

2020

Fast Recovery MapReduce (FAR-MR) to accelerate failure recovery in big data applications.

Yongqing Zhu, Juniarto Samsudin, Renuga Kanagavelu, Weiwen Zhang, Long Wang, Theint Theint Aye, Rick Siow Mong Goh

J. Supercomput., 2020

Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning.

Renuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2018

TOSS: Traffic-aware distributed object-based storage using software-defined networks.

Renuga Kanagavelu, Yongqing Zhu, Khin Mi Mi Aung

Proceedings of the 2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), Singpapore, Singapore, July 31, 2018

2016

Software-defined load balancer in cloud data centers.

Renuga Kanagavelu, Khin Mi Mi Aung

Proceedings of the 2nd International Conference on Communication and Information Processing, 2016

2015

Software defined networking and virtual machine placement in data centers

Renuga Kanagavelu

PhD thesis, 2015

SDN Controlled Local Re-routing to Reduce Congestion in Cloud Data Center.

Renuga Kanagavelu, Khin Mi Mi Aung

Proceedings of the 2015 International Conference on Cloud Computing Research and Innovation, 2015

2014

Virtual machine placement with two-path traffic routing for reduced congestion in data center networks.

Renuga Kanagavelu, Bu-Sung Lee, Le Nguyen The Dat, Luke Ng Mingjie, Khin Mi Mi Aung

Comput. Commun., 2014

2013

Software defined network based adaptive routing for data replication in Data Centers.

Renuga Kanagavelu, Bu-Sung Lee, Miguel Rodel Felipe, Le Nguyen The Dat, Luke Ng Mingjie

Proceedings of the 19th IEEE International Conference on Networks, 2013

Power-Efficient Virtual Machine Placement and Migration in Data Centers.

Shuo Fang, Renuga Kanagavelu, Bu-Sung Lee, Chuan Heng Foh, Khin Mi Mi Aung

Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Towards reproducible performance studies of datacenter network architectures using an open-source simulation approach.

Daji Wong, Kiam Tian Seow, Chuan Heng Foh, Renuga Kanagavelu

Proceedings of the 2013 IEEE Global Communications Conference, 2013

An efficient flow cache algorithm with improved fairness in Software-Defined Data Center Networks.

Bu-Sung Lee, Renuga Kanagavelu, Khin Mi Mi Aung

Proceedings of the IEEE 2nd International Conference on Cloud Networking, 2013

2012

OpenFlow based control for re-routing with differentiated flows in Data Center Networks.

Renuga Kanagavelu, Luke Ng Mingjie, Khin Mi Mi Aung, Francis Bu-Sung Lee, Heryandi

Proceedings of the 18th IEEE International Conference on Networks, 2012

2004

A Design of Metadata Server Cluster in Large Distributed Object-based Storage.

Jie Yan, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Feng Zhou, So Lih Weon

Proceedings of the 21st IEEE Conference on Mass Storage Systems and Technologies / 12th NASA Goddard Conference on Mass Storage Systems and Technologies, 2004

An iSCSI Design and Implementation.

Hui Xiong, Renuga Kanagavelu, Yao-Long Zhu, Khai Leong Yong

Proceedings of the 21st IEEE Conference on Mass Storage Systems and Technologies / 12th NASA Goddard Conference on Mass Storage Systems and Technologies, 2004

An ISCSI design over wireless network.

Yan Gao, Yao-Long Zhu, Hui Xiong, Renuga Kanagavelu, Jie Yan, Zhe-jie Liu

Proceedings of the 12th IEEE International Conference on Networks, 2004