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SUMMARY:CIS Seminar: "Unleashing the Potential of In-Network Computing"
DESCRIPTION:Recent advances in programmable networking hardware create a new computing paradigm called in-network computing. This new paradigm allows functionality that has been served by commodity servers\, ranging from network middleboxes to components of distributed systems\, to be performed in the network. I argue that to fully unleash its potential\, we need resource elasticity and fault resiliency via higher-level abstractions.\n\nIn this talk\, I demonstrate that in-network computing can be elastic and resilient by designing high-level abstractions and runtime systems that enable us to leverage compute and memory resources available outside of a single type of device — e.g.\, programmable switches — while hiding the complexities of dealing with device heterogeneity. I begin by introducing TEA\, a framework that provides elastic memory by enabling memory-intensive in-switch applications\, such as cloud-scale load balancers\, to leverage DRAM on remote servers via virtual table abstraction. Then I present ExoPlane and RedPlane\, frameworks that support evolving in-network computing workloads and requirements — i.e.\, serving multiple concurrent applications and making them fault-tolerant — via infinite switch resource and one big fault-tolerant switch abstractions. Several systems in the industry are now adopting some of the technologies presented in this talk.
URL:https://seasevents.nmsdev7.com/event/cis-seminar-unleashing-the-potential-of-in-network-computing/
LOCATION:Room 307\, Levine Hall\, 3330 Walnut Street\, Philadelphia\, PA\, 19104\, United States
ORGANIZER;CN="Computer and Information Science":MAILTO:cherylh@cis.upenn.edu
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