Harnessing the Power of Serverless Runtimes for Large-Scale Optimization

10 January 2019

Papers citing "Harnessing the Power of Serverless Runtimes for Large-Scale Optimization"

12 / 12 papers shown

Title
Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement Tarek Elgamal Atul Sandur Klara Nahrstedt Gul Agha 33 136 0 23 Nov 2018
Characterizing Task Completion Latencies in Fog Computing Zhuwei Qin Chenchen Liu Xiang Chen 32 15 0 06 Nov 2018
numpywren: serverless linear algebra Vaishaal Shankar K. Krauth Qifan Pu Eric Jonas Shivaram Venkataraman Ion Stoica Benjamin Recht Jonathan Ragan-Kelley 50 111 0 23 Oct 2018
Straggler Mitigation in Distributed Optimization Through Data Encoding C. Karakuş Yifan Sun Suhas Diggavi W. Yin 51 144 0 14 Nov 2017
A Sequential Approximation Framework for Coded Distributed Optimization Jingge Zhu Ye Pu Vipul Gupta Claire Tomlin Kannan Ramchandran 50 23 0 24 Oct 2017
Serving deep learning models in a serverless platform Vatche Isahagian Vinod Muthusamy Aleksander Slominski 50 171 0 23 Oct 2017
DSCOVR: Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous Distributed Optimization Lin Xiao Adams Wei Yu Qihang Lin Weizhu Chen 47 59 0 13 Oct 2017
Serverless Computing: Current Trends and Open Problems Ioana Baldini Paul C. Castro K. Chang P. Cheng Stephen J. Fink ... N. Mitchell Vinod Muthusamy Rodric M. Rabbah Aleksander Slominski Philippe Suter AI4TS 33 629 0 10 Jun 2017
Hemingway: Modeling Distributed Optimization Algorithms Xinghao Pan Shivaram Venkataraman Zizheng Tai Joseph E. Gonzalez 33 27 0 20 Feb 2017
Revisiting Distributed Synchronous SGD Jianmin Chen Xinghao Pan R. Monga Samy Bengio Rafal Jozefowicz 87 798 0 04 Apr 2016
Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance Tsung-Hui Chang Wei-Cheng Liao Mingyi Hong Xiangfeng Wang 48 63 0 09 Sep 2015
Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis Tsung-Hui Chang Mingyi Hong Wei-Cheng Liao Xiangfeng Wang 41 200 0 09 Sep 2015