Occupy the Cloud: Distributed Computing for the 99%

13 February 2017

Eric Jonas

Qifan Pu

Shivaram Venkataraman

Ion Stoica

Benjamin Recht

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Papers citing "Occupy the Cloud: Distributed Computing for the 99%"

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Title
Software Resource Disaggregation for HPC with Serverless Computing Marcin Copik Marcin Chrapek Larissa Schmid A. Calotoiu Torsten Hoefler 51 9 0 19 Jan 2024
Flock: A Low-Cost Streaming Query Engine on FaaS Platforms Gang Liao Amol Deshpande Daniel J. Abadi 15 3 0 27 Dec 2023
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 26 2 0 12 Dec 2023
Serverless Computing for Scientific Applications Maciej Malawski B. Baliś 41 6 0 04 Sep 2023
Serverless Approach to Sensitivity Analysis of Computational Models Piotr Kica Magdalena Otta K. Czechowicz Karol Zajac Piotr Nowakowski A. Narracott I. Halliday Maciej Malawski 24 0 0 17 Apr 2023
InfiniStore: Elastic Serverless Cloud Storage Jingyuan Zhang Ao Wang Xiaolong Ma Benjamin Carver N. J. Newman ... Lukas Rupprecht Dimitrios Skourtis Vasily Tarasov Feng Yan Yue Cheng 35 13 0 03 Sep 2022
SLAM: SLO-Aware Memory Optimization for Serverless Applications Gor Safaryan Anshul Jindal Mohak Chadha Michael Gerndt 40 18 0 13 Jul 2022
Zenix: Efficient Execution of Bulky Serverless Applications Zhiyuan Guo Zachary Blanco Junda Chen Jinmou Li Zeru Wei Bili Dong Ishaan Pota Mohammad Shahrad Harry Xu Yiying Zhang 35 2 0 27 Jun 2022
MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training Pablo Gimeno Sarroca Marc Sánchez Artigas 34 14 0 12 Jun 2022
Transparent Serverless execution of Python multiprocessing applications Aitor Arjona Gerard Finol Pedro García-López 30 11 0 18 May 2022
From Sand to Flour: The Next Leap in Granular Computing with NanoSort Theo Jepsen Stephen Ibanez Gregory Valiant N. McKeown 14 5 0 26 Apr 2022
FaaSKeeper: Learning from Building Serverless Services with ZooKeeper as an Example Marcin Copik A. Calotoiu Pengyu Zhou Konstantin Taranov Torsten Hoefler 43 6 0 28 Mar 2022
Estimating the Capacities of Function-as-a-Service Functions Anshul Jindal Mohak Chadha S. Benedict Michael Gerndt ELM 39 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 Minyi Guo 44 126 0 24 Dec 2021
Practical Scheduling for Real-World Serverless Computing Kostis Kaffes N. Yadwadkar Christos Kozyrakis 31 13 0 14 Nov 2021
Application-Platform Co-Design for Serverless Data Processing Sebastian Werner Stefan Tai 18 7 0 29 Oct 2021
Evaluating Serverless Architecture for Big Data Enterprise Applications Aimer Bhat Madhumonti Roy H. Park 21 4 0 26 Oct 2021
A Decentralized Framework for Serverless Edge Computing in the Internet of Things Claudio Cicconetti M. Conti A. Passarella 33 85 0 21 Oct 2021
Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing Minchen Yu Tingjia Cao Wei Wang Ruichuan Chen 28 47 0 28 Sep 2021
Accelerating Serverless Computing by Harvesting Idle Resources Hanfei Yu Hao Wang Jian Li Xuemei Yuan Seung-Jong Park 25 30 0 28 Aug 2021
On the Future of Cloud Engineering David Bermbach A. Chandra C. Krintz A. Gokhale Aleksander Slominski L. Thamsen Everton Cavalcante Tian Guo Ivona Brandić R. Wolski 43 23 0 19 Aug 2021
Quantifying and Improving Performance of Distributed Deep Learning with Cloud Storage Nicholas Krichevsky M. S. Louis Tian Guo 38 9 0 13 Aug 2021
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions Mohak Chadha Anshul Jindal Michael Gerndt 30 22 0 21 Jul 2021
An Empirical Analysis of VM Startup Times in Public IaaS Clouds: An Extended Report Jianwei Hao Ting Jiang Wei Wang I. Kim VLM AI4TS 14 15 0 07 Jul 2021
Triggerflow: Trigger-based Orchestration of Serverless Workflows Aitor Arjona Pedro García-López Josep Sampé Aleksander Slominski Lionel Villard 17 60 0 01 Jun 2021
FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute Ao Wang Shuai Chang Huangshi Tian Hongqi Wang Haoran Yang Huiba Li Rui Du Yue Cheng 51 104 0 24 May 2021
Faa $T: A Transparent Auto-Scaling Cache for Serverless Applications$ Francisco Romero G. Chaudhry Íñigo Goiri Pragna Gopa Paul Batum N. Yadwadkar Rodrigo Fonseca Christos Kozyrakis Ricardo Bianchini 60 112 0 28 Apr 2021
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy Yongchao Liu Houyi Li Guowei Zhang Xintan Zeng Yongyong Li ... Peng Zhang Zhao Li Kefeng Deng Changhua He Wenguang Chen GNN 49 11 0 21 Apr 2021
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs A. Raza Zongshun Zhang Nabeel Akhtar Vatche Isahagian I. Matta 19 17 0 12 Apr 2021
Serverless Workflows with Durable Functions and Netherite S. Burckhardt Christoph L. Gillum David Justo Konstantinos Kallas Connor McMahon Christopher S. Meiklejohn 22 13 0 26 Feb 2021
TerraWatt: Sustaining Sustainable Computing of Containers in Containers J. Matt Switzer Rob McGuinness P. Pannuto George Porter Aaron Schulman B. Raghavan 11 5 0 12 Feb 2021
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms Anshul Jindal Michael Gerndt Mohak Chadha Vladimir Podolskiy Pengfei Chen 42 37 0 03 Feb 2021
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment Meghana Madhyastha Kunal Lillaney J. Browne Joshua T. Vogelstein Randal C. Burns 30 1 0 10 Nov 2020
Guarding Serverless Applications with SecLambda Deepak Sirone Jegan Liang Wang Siddhant Bhagat Thomas Ristenpart M. Swift 10 10 0 10 Nov 2020
Benchmarking Parallelism in FaaS Platforms Daniel Barcelona-Pons Pedro García-López 31 33 0 28 Oct 2020
A FaaS File System for Serverless Computing Johann Schleier-Smith Leonhard Holz Nathan Pemberton J. M. Hellerstein 11 14 0 16 Sep 2020
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications Anirban Das A. Leaf Carlos A. Varela S. Patterson 25 42 0 05 Jun 2020
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning S. Kadhe O. O. Koyluoglu Kannan Ramchandran 32 11 0 14 May 2020
A Fault-Tolerance Shim for Serverless Computing Vikram Sreekanti Chenggang Wu Saurav Chhatrapati Joseph E. Gonzalez J. M. Hellerstein Jose M. Faleiro 14 74 0 12 Mar 2020
Faasm: Lightweight Isolation for Efficient Stateful Serverless Computing Simon Shillaker Peter R. Pietzuch 38 273 0 21 Feb 2020
Distributed Sketching Methods for Privacy Preserving Regression Burak Bartan Mert Pilanci 29 11 0 16 Feb 2020
Ripple: A Practical Declarative Programming Framework for Serverless Compute Shannon Joyner M. MacCoss Christina Delimitrou Hakim Weatherspoon 25 18 0 01 Jan 2020
In Search of a Fast and Efficient Serverless DAG Engine Benjamin Carver Jingyuan Zhang Ao Wang Yue Cheng 19 35 0 14 Oct 2019
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 32 16 0 26 Jul 2019
Coded Distributed Computing: Performance Limits and Code Designs Mohammad Vahid Jamali M. Soleymani Hessam Mahdavifar 32 16 0 24 Jun 2019
OverSketched Newton: Fast Convex Optimization for Serverless Systems Vipul Gupta S. Kadhe T. Courtade Michael W. Mahoney Kannan Ramchandran 24 33 0 21 Mar 2019
Ambitious Data Science Can Be Painless Hatef Monajemi Riccardo Murri Eric Jonas Percy Liang V. Stodden D. Donoho 37 13 0 25 Jan 2019
Straggler Resilient Serverless Computing Based on Polar Codes Burak Bartan Mert Pilanci 31 13 0 21 Jan 2019
Serverless Computing: One Step Forward, Two Steps Back J. M. Hellerstein Jose M. Faleiro Joseph E. Gonzalez Johann Schleier-Smith Vikram Sreekanti Alexey Tumanov Chenggang Wu 11 388 0 10 Dec 2018
OverSketch: Approximate Matrix Multiplication for the Cloud Vipul Gupta Ryan Sherman Thomas Courtade Kannan Ramchandran 24 50 0 06 Nov 2018