numpywren: serverless linear algebra

numpywren: serverless linear algebra

23 October 2018

Vaishaal Shankar

Shivaram Venkataraman

Benjamin Recht

Jonathan Ragan-Kelley

Papers citing "numpywren: serverless linear algebra"

13 / 13 papers shown

Title
Scaling a Variant Calling Genomics Pipeline with FaaS Aitor Arjona Arnau Gabriel-Atienza Sara Lanuza-Orna Xavier Roca-Canals Ayman Bourramouss Tyler K. Chafin Lucio Marcello P. Ribeca Pedro García-López 21 2 0 12 Dec 2023
SCL: A Secure Concurrency Layer For Paranoid Stateful Lambdas Kai-Peng Chen Alexander Thomas Han-yu Lu William Mullen Jeffery Ichnowski ... N. Krishnakumar Ryan Teoh Willis Wang A. Joseph John Kubiatowicz FedML 19 3 0 21 Oct 2022
SLAM: SLO-Aware Memory Optimization for Serverless Applications Gor Safaryan Anshul Jindal Mohak Chadha Michael Gerndt 27 18 0 13 Jul 2022
Transparent Serverless execution of Python multiprocessing applications Aitor Arjona Gerard Finol Pedro García-López 25 11 0 18 May 2022
Estimating the Capacities of Function-as-a-Service Functions Anshul Jindal Mohak Chadha S. Benedict Michael Gerndt ELM 29 13 0 27 Jan 2022
The Serverless Computing Survey: A Technical Primer for Design Architecture Zijun Li Linsong Guo Jiagan Cheng Quan Chen Bingsheng He M. Guo 39 126 0 24 Dec 2021
Practical Scheduling for Real-World Serverless Computing Kostis Kaffes N. Yadwadkar Christos Kozyrakis 28 13 0 14 Nov 2021
Evaluating Serverless Architecture for Big Data Enterprise Applications Aimer Bhat Madhumonti Roy H. Park 16 4 0 26 Oct 2021
Towards Demystifying Serverless Machine Learning Training Jiawei Jiang Shaoduo Gan Yue Liu Fanlin Wang Gustavo Alonso Ana Klimovic Ankit Singla Wentao Wu Ce Zhang 19 121 0 17 May 2021
Benchmarking Parallelism in FaaS Platforms Daniel Barcelona-Pons Pedro García-López 26 33 0 28 Oct 2020
Faasm: Lightweight Isolation for Efficient Stateful Serverless Computing Simon Shillaker Peter R. Pietzuch 25 273 0 21 Feb 2020
ServerMix: Tradeoffs and Challenges of Serverless Data Analytics Pedro García-López Marc Sánchez Artigas Simon Shillaker Peter R. Pietzuch David Breitgand G. Vernik P. Sutra Tristan Tarrant A. J. Ferrer 19 16 0 26 Jul 2019
OverSketch: Approximate Matrix Multiplication for the Cloud Vipul Gupta Ryan Sherman Thomas Courtade Kannan Ramchandran 14 49 0 06 Nov 2018