Portfolio-driven Resource Management for Transient Cloud Servers

27 April 2017

Papers citing "Portfolio-driven Resource Management for Transient Cloud Servers"

16 / 16 papers shown

Title
A Cloud Resources Portfolio Optimization Business Model - From Theory to Practice V. Haag Maximilian Kiessler Benedikt Pittl Erich Schikuta 29 1 0 16 Apr 2024
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching S. Tyagi Prateek Sharma 81 22 0 20 May 2023
Optimization Heuristics for Cost-Efficient Long-Term Cloud Portfolio Allocations Under Uncertainty Maximilian Kiessler V. Haag Benedikt Pittl Erich Schikuta 16 1 0 24 May 2022
RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources SidAhmed Yalles Mohamed Handaoui Jean-Emile Dartois Olivier Barais Laurent dÓrazio Jalil Boukhobza 15 0 0 28 Apr 2022
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs John Thorpe Pengzhan Zhao Jon Eyolfson Yifan Qiao Zhihao Jia Minjia Zhang Ravi Netravali Guoqing Harry Xu 73 58 0 26 Apr 2022
SpotLake: Diverse Spot Instance Dataset Archive Service Sungjae Lee Jaeil Hwang Kyungyong Lee 60 13 0 07 Feb 2022
Cocktail: Leveraging Ensemble Learning for Optimized Model Serving in Public Cloud Jashwant Raj Gunasekaran Cyan Subhra Mishra P. Thinakaran M. Kandemir Chita R. Das 30 3 0 09 Jun 2021
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud Yan Li Bo An Junming Ma Donggang Cao Yasha Wang Hong Mei 33 7 0 07 Dec 2020
Fifer: Tackling Underutilization in the Serverless Era Jashwant Raj Gunasekaran P. Thinakaran N. Nachiappan M. Kandemir Chita R. Das 23 20 0 28 Aug 2020
Cloud-scale VM Deflation for Running Interactive Applications On Transient Servers Alexander Fuerst Ahmed Ali-Eldin Prashant J. Shenoy Prateek Sharma 20 11 0 31 May 2020
Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options Pradeep Ambati Noman Bashir David Irwin Mohammad Hajiesmaili Prashant J. Shenoy 12 4 0 08 Apr 2020
Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers Shijian Li R. Walls Tian Guo 52 23 0 07 Apr 2020
Provisioning Spot Instances Without Employing Fault-Tolerance Mechanisms Abdullah Alourani A. Kshemkalyani 13 3 0 30 Mar 2020
CloudCoaster: Transient-aware Bursty Datacenter Workload Scheduling Samuel S. Ogden Tian Guo 12 1 0 03 Jul 2019
Speeding up Deep Learning with Transient Servers Shijian Li R. Walls Lijie Xu Tian Guo 54 12 0 28 Feb 2019
Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets Supreeth Shastri David Irwin 10 14 0 10 Sep 2018