53 citations · 277 across the 46 of their papers we have counts for
4 papers · 1 filter
Utility-based Resource Allocation and Pricing for Serverless Computing
Vipul Gupta, Soham Phade, Thomas Courtade +1
Serverless computing platforms currently rely on basic pricing schemes that are static and do not reflect customer feedback. This leads to significant inefficiencies from a total u…
Serverless Straggler Mitigation using Local Error-Correcting Codes
Vipul Gupta, Dominic Carrano, Yaoqing Yang +3
Inexpensive cloud services, such as serverless computing, are often vulnerable to straggling nodes that increase end-to-end latency for distributed computation. We propose and impl…
OverSketched Newton: Fast Convex Optimization for Serverless Systems
Vipul Gupta, Swanand Kadhe, Thomas Courtade +2
Motivated by recent developments in serverless systems for large-scale computation as well as improvements in scalable randomized matrix algorithms, we develop OverSketched Newton,…
OverSketch: Approximate Matrix Multiplication for the Cloud
Vipul Gupta, Shusen Wang, Thomas Courtade +1
We propose OverSketch, an approximate algorithm for distributed matrix multiplication in serverless computing. OverSketch leverages ideas from matrix sketching and high-performance…