4 papers
FWeb3: A Practical Incentive-Aware Federated Learning Framework
Peishen Yan, Shuang Liang, Yang Hua +9
Federated learning (FL) enables collaborative model training over distributed private data. However, sustaining open participation requires incentive mechanisms that compensate con…
Quark: A High-Performance Secure Container Runtime for Serverless Computing
Chenxingyu Zhao, Yulin Sun, Ying Xiong +1
Secure container runtimes serve as the foundational layer for creating and running containers, which is the bedrock of emerging computing paradigms like microservices and serverles…
Hibernate Container: A Deflated Container Mode for Fast Startup and High-density Deployment in Serverless Computing
Yulin Sun, Deepak Vij, Fenge Li +2
Serverless computing is a popular cloud computing paradigm, which requires low response latency to handle on-demand user requests. There are two prominent techniques employed for r…
TSoR: TCP Socket over RDMA Container Network for Cloud Native Computing
Yulin Sun, Qingming Qu, Chenxingyu Zhao +3
Cloud-native containerized applications constantly seek high-performance and easy-to-operate container network solutions. RDMA network is a potential enabler with higher throughput…