222 citations · 397 across the 21 of their papers we have counts for
4 papers · 1 filter
Eiger: An Efficient Library for GPU-based Data Analytics
Bowen Wu, Marko Kabić, Sven Hepkema +3
GPUs have become an increasingly attractive platform for accelerating analytical workloads due to their massive parallelism and high memory bandwidth. Recent studies show that in s…
Zelda: Video Analytics using Vision-Language Models
Francisco Romero, Caleb Winston, Johann Hauswald +2
Advances in ML have motivated the design of video analytics systems that allow for structured queries over video datasets. However, existing systems limit query expressivity, requi…
Transactions Make Debugging Easy
Qian Li, Peter Kraft, Michael Cafarella +6
We propose TROD, a novel transaction-oriented framework for debugging modern distributed web applications and online services. Our critical insight is that if applications store al…
Apiary: A DBMS-Integrated Transactional Function-as-a-Service Framework
Peter Kraft, Qian Li, Kostis Kaffes +16
Developers increasingly use function-as-a-service (FaaS) platforms for data-centric applications that perform low-latency and transactional operations on data, such as for microser…