beat365系列講座名家講壇 第17期——Lessons learned from building Software-Based Networks and Networking for the Cloud

報告題目(Title)：Lessons learned from building Software-Based Networks and Networking for the Cloud

時間 (Date & Time)：2024.08.26 10:00-12:00 A.M.

地點 (Location)：理科二号樓2736報告廳（燕園校區） Lecture hall 2736, Science Building #2 (Yanyuan) 

主講人 (Speaker)：Prof. K. K. Ramakrishnan (University of California, Riverside, ACM、lEEE、AT&T Fellow)

邀請人 (Host)：Guyue Liu

報告摘要 (Abstract)：

Communication networks are rapidly evolving towards software-based architectures, driven by Network Function Virtualization (NFV) and cloud-based networking. This talk highlights key lessons from our recent work on high-performance NFV platforms, like OpenNetVM, which underpin our L25GC + 5G core. It significantly reduces latency and enhances data packet processing by rethinking protocol implementation, achieving a 50% improvement in control plane operations and doubling dataplane performance during critical events. In the realm of cloud computing, serverless architectures are gaining traction, yet they often overlook networking efficieney. We leverage event-driven shared memory and eBPF to streamline networking, eliminating overheads and improving throughput and latency by an order of magnitude compared to existing solutions like Knative, all while reducing CPU usage and mitigating cold-start issues.

主講人簡介(Bio)：

Dr. K. K. Ramakrishnan is Distinguished Professor of Computer Science and Engineering at the University of California, Riverside. He is an ACM Fellow, lEEE Fellow and an AT&T Fellow, recognized for his fundamental contributions on communication networks, congestion control, traffic management, VPN services and a lasting impact on AT&T and the industry. His work on the "DECbit" congestion avoidance protocol received the ACM Sigcomm Test of Time Paper Award in 2006. He has published over 300 papers and has over 180 patents issued in his name. K.K. has been on the editorial board of several journals and has served as the TPC Chair and General Chair for several networking conferences. K.K. received his MTech from the Indian Institute of Science (1978, recently recognized as one of llSc's Distinguished Alumni), MS (1981) and Ph.D.(1983) in Computer Science from the University of Maryland, College Park, USA.

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