Efficiency in the Serverless Cloud Paradigm: A Survey on the Reusing and Approximation Aspects

13 October 2021

Papers citing "Efficiency in the Serverless Cloud Paradigm: A Survey on the Reusing and Approximation Aspects"

21 / 21 papers shown

Title
Hydra: Virtualized Multi-Language Runtime for High-Density Serverless Platforms Serhii Ivanenko Jovan Stevanovic V. Jovanovic Rodrigo Bruno VLM 106 5 0 20 Dec 2022
Constrained Few-shot Class-incremental Learning Michael Hersche G. Karunaratne G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi CLL 79 142 0 30 Mar 2022
The Serverless Computing Survey: A Technical Primer for Design Architecture Zijun Li Linsong Guo Jiagan Cheng Quan Chen Bingsheng He Minyi Guo 54 129 0 24 Dec 2021
Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications Davood Ghatreh Samani M. Salehi 31 7 0 17 Dec 2021
AuctionWhisk: Using an Auction-Inspired Approach for Function Placement in Serverless Fog Platforms David Bermbach Jonathan Bader Jonathan Hasenburg Tobias Pfandzelter L. Thamsen 73 43 0 30 Aug 2021
From Domain-Specific Languages to Memory-Optimized Accelerators for Fluid Dynamics Karl F. A. Friebel Stephanie Soldavini G. Hempel C. Pilato J. Castrillón 61 9 0 06 Aug 2021
Analyzing Open-Source Serverless Platforms: Characteristics and Performance Junfeng Li Sameer G. Kulkarni K. Ramakrishnan Dan Li 23 16 0 04 Jun 2021
Denial of Wallet -- Defining a Looming Threat to Serverless Computing Daniel Kelly F. Glavin E. Barrett 8 24 0 16 Apr 2021
SensPick: Sense Picking for Word Sense Disambiguation S. Zobaed Md. Enamul Haque Md Fazle Rabby M. Salehi 30 6 0 10 Feb 2021
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning Huaizheng Zhang Meng Shen Yizheng Huang Yonggang Wen Yong Luo Guanyu Gao K. Guan 29 22 0 05 Feb 2021
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines Francisco Romero Mark Zhao N. Yadwadkar Christos Kozyrakis 50 101 0 03 Feb 2021
Descriptive and Predictive Analysis of Aggregating Functions in Serverless Clouds: the Case of Video Streaming Shangru Wu Chavit Denninnart Xiangbo Li Yang Wang M. Salehi 23 12 0 10 Dec 2020
Serverless Applications: Why, When, and How? Simon Eismann Joel Scheuner Erwin Van Eyk Maximilian Schwinger Johannes Grohmann Cristina L. Abad Alexandru Iosup 24 106 0 17 Sep 2020
A FaaS File System for Serverless Computing Johann Schleier-Smith Leonhard Holz Nathan Pemberton J. M. Hellerstein 23 14 0 16 Sep 2020
Function-as-a-Service Performance Evaluation: A Multivocal Literature Review Joel Scheuner Philipp Leitner 12 49 0 07 Apr 2020
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider Mohammad Shahrad Rodrigo Fonseca Íñigo Goiri G. Chaudhry Paul Batum Jason Cooke Eduardo Laureano Colby Tresness M. Russinovich Ricardo Bianchini 98 608 0 06 Mar 2020
Faasm: Lightweight Isolation for Efficient Stateful Serverless Computing Simon Shillaker Peter R. Pietzuch 53 275 0 21 Feb 2020
Large Scale Incremental Learning Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Y. Fu CLL 74 1,241 0 30 May 2019
Improving Robustness of Heterogeneous Serverless Computing Systems Via Probabilistic Task Pruning Chavit Denninnart James Gentry M. Salehi 16 16 0 11 May 2019
Cost-Efficient and Robust On-Demand Video Transcoding Using Heterogeneous Cloud Services Xiangbo Li M. Salehi Magdy A. Bayoumi N. Tzeng Rajkumar Buyya 30 59 0 03 Nov 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 327 18,300 0 27 May 2016