PPT-Dominant Resource Fairness: Fair Allocation of Multiple Res

Author : luanne-stotts | Published Date : 2017-08-04

Ali Ghodsi Matei Zaharia Benjamin Hindman Andy Konwinski Scott Shenker Ion Stoica University of California Berkley EECS 582 W16 1 Outlines Introduction

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Dominant Resource Fairness: Fair Allocation of Multiple Res: Transcript

Ali Ghodsi Matei Zaharia Benjamin Hindman Andy Konwinski Scott Shenker Ion Stoica University of California Berkley EECS 582 W16 1 Outlines Introduction Motivation. Processes . Combining Organizational and Temporal Process Mining Perspectives. MICHAEL ARIAS. ADVISORS: JORGE . MUNOZ-GAMA, MARCOS SEPÚLVEDA. PONTIFICIA . UNIVERSIDAD CATÓLICA DE CHILE. PAPER. [1] Arias, M., Rojas, E., Munoz-Gama, J., and . Coordinated. . Multi-Cell . Systems. Emil Björnson. Assistant Professor. Div. of Communication Systems. , . ISY. , . Linköping University, Linköping, Sweden. Ericsson, Linköping, 20 . October. 2014. Fair . Allocation of Multiple Resource Types. Ali . Ghodsi. , . Matei. . Zaharia. , Benjamin . Hindman. , Andy . Konwinski. , Scott . Shenker. , Ion . Stoica. University . of California, . Berkeley. Lecture 24. Aditya Akella. Performance Isolation and Fairness in Multi-Tenant Cloud Storage. , D. . Shue. , M. Freedman and A. . Shaikh. , OSDI 2012.. 3. Setting: Shared Storage in the Cloud. Z. Y. T. David Parkes (Harvard). Ariel Procaccia (CMU). Nisarg Shah (CMU). Motivation. Allocation of multiple resources (e.g., CPU, RAM, bandwidth) . Users have heterogeneous demands. Today: fixed bundles (slots). Notes prepared by Ulle Endriss. Used with permission. What is MARA?. A . tentative definition would be the following:. . Multiagent . Resource Allocation (MARA) is the process . of distributing . a number of items amongst a number of agents.. :. . Free from bias, . dishonesty or injustice.. Being Equal or Fair. Questions:. 1. What would you have done in each situation?. 2. Should things always be fair? Why or Why not?. 3. Discuss a situation where fairness should apply.. Qingyang. Wang, . Simon . Malkowski. , Yasuhiko . Kanemasa. , . Deepal. . Jayasinghe. , . Pengcheng. . Xiong. , . Motoyuki. . Kawaba. , . Lilian. Harada, . Calton. . Pu. 25th IEEE International Parallel & Distributed Processing Symposium. The Impact of Soft Resource Allocation on n-tier Application Scalability Qingyang Wang, Simon Malkowski , Yasuhiko Kanemasa , Deepal Jayasinghe , Pengcheng Xiong , Motoyuki Kawaba , Lilian FLIN: Enabling Fairness and Enhancing Performance in Modern NVMe Solid State Drives August 7, 2019 Santa Clara, CA Saugata Ghose Carnegie Mellon University Executive Summary Modern solid-state drives (SSDs) use new storage protocols Mojtaba . Malekpourshahraki. Brent Stephens. Balajee. . Vamanan. Modern . datacenter. Datacenters host multiple . applications with different requirements. Memcache. (delay). Web search (delay) . Spark (throughput). ffffffffx/MCIxD 0 x/MCIxD 0 ally the more fair a model is the higher the privacy risk of the model on the unprivileged subgroups will be Fairness constraints force models to perform equally on all the Ali . Ghodsi. , . Matei. . Zaharia. , Benjamin . Hindman. , Andy . Konwinski. , Scott . Shenker. , Ion . Stoica. What is Fair Sharing?. n users want to share a resource (e.g., CPU). Solution: . Allocate each 1/n of the shared resource. Mingwei. Hu. . . F. airness criteria in network resource allocation. How do we achieve fairness between multiplexed packets traffic ?. By allocating rate among flows (flow rate fairness). Flow rate fairness has been the goal behind fair...

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