4 citations · 7 across the 4 of their papers we have counts for
4 papers
Taming Serverless Cold Starts Through OS Co-Design
Ben Holmes, Baltasar Dinis, Lana Honcharuk +2
Serverless computing promises fine-grained elasticity and operational simplicity, fueling widespread interest from both industry and academia. Yet this promise is undercut by the c…
My CXL Pool Obviates Your PCIe Switch
Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti +5
Pooling PCIe devices across multiple hosts offers a promising solution to mitigate stranded I/O resources, enhance device utilization, address device failures, and reduce total cos…
Junctiond: Extending FaaS Runtimes with Kernel-Bypass
Enrique Saurez, Joshua Fried, Gohar Irfan Chaudhry +5
This report explores the use of kernel-bypass networking in FaaS runtimes and demonstrates how using Junction, a novel kernel-bypass system, as the backend for executing components…
Efficient Strong Scaling Through Burst Parallel Training
Seo Jin Park, Joshua Fried, Sunghyun Kim +2
As emerging deep neural network (DNN) models continue to grow in size, using large GPU clusters to train DNNs is becoming an essential requirement to achieving acceptable training…