231 citations · 472 across the 20 of their papers we have counts for
21 papers
SkyServe: Serving AI Models across Regions and Clouds with Spot Instances
Ziming Mao, Tian Xia, Zhanghao Wu +6
Recent years have witnessed an explosive growth of AI models. The high cost of hosting AI services on GPUs and their demanding service requirements, make it timely and challenging…
Bringing Reconfigurability to the Network Stack
Akshay Narayan, Aurojit Panda, Mohammad Alizadeh +3
Reconfiguring the network stack allows applications to specialize the implementations of communication libraries depending on where they run, the requests they serve, and the perfo…
3PO: Programmed Far-Memory Prefetching for Oblivious Applications
Christopher Branner-Augmon, Narek Galstyan, Sam Kumar +5
Using memory located on remote machines, or far memory, as a swap space is a promising approach to meet the increasing memory demands of modern datacenter applications. Operating s…
The Sky Above The Clouds
Sarah Chasins, Alvin Cheung, Natacha Crooks +14
Technology ecosystems often undergo significant transformations as they mature. For example, telephony, the Internet, and PCs all started with a single provider, but in the United…
AutoTune: Improving End-to-end Performance and Resource Efficiency for Microservice Applications
Michael Alan Chang, Aurojit Panda, Hantao Wang +3
Most large web-scale applications are now built by composing collections (from a few up to 100s or 1000s) of microservices. Operators need to decide how many resources are allocate…
Some Complexity Results for Stateful Network Verification
Kalev Alpernas, Aurojit Panda, Alexander Rabinovich +4
In modern networks, forwarding of packets often depends on the history of previously transmitted traffic. Such networks contain stateful middleboxes, whose forwarding behaviour dep…