PPT-Beyond Dominant Resource Fairness

David Parkes Harvard Ariel Procaccia CMU Nisarg Shah CMU Motivation Allocation of multiple resources eg CPU RAM bandwidth Users have heterogeneous demands Today fixed bundles slots. 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. Citizen . Participation Act. Real . Estate and Land Use Litigation. Law Seminars International. March 1, 2012. © 2012 Richard F. Friedman. All rights reserved.. Richard F. Friedman. Neal & Leroy, LLC. There is a pea plant that is tall and green, but it’s “mother” was short and yellow. What is the genotype of the pea plant?. TtGg. List all of the gametes that could be produced by a . TtGg. individual. . What are the Dominant and Recessive Traits in Humans?. There are over 200 traits that are transmitted from generation to generation in humans. These interesting aspects of human genetics are known as hereditary traits. What are the Dominant and Recessive Traits in Humans?. There are over 200 traits that are transmitted from generation to generation in humans. These interesting aspects of human genetics are known as hereditary traits. :. . 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.. Ali . Ghodsi. , . Matei. . Zaharia. , Benjamin . Hindman. , Andy . Konwinski. , Scott . Shenker. , Ion . Stoica. University of California, Berkley. EECS 582 – W16. 1. Outlines. Introduction. Motivation. A Relational Fairness Guide.. Veronica Kube May 2016. Office of the Student Ombuds. 2. Acknowledgements. I would like to acknowledge and thank the following individuals for their input, feedback, and support in the creation of this handbook :. Robert Grandl, Ganesh Ananthanarayanan, . Srikanth Kandula, Sriram Rao, Aditya Akella. Tetris. Performance of cluster schedulers. We find that:. 1. Time to finish a set of jobs. Resources are . fragmented. What do these words mean?. The . dominant impression. of a piece of writing is the mood, feeling, atmosphere or quality that is the focus of the text. A strong text allows readers to “feel” the mood of the writer. How does the writer do this? Through language!. Mojtaba . Malekpourshahraki. Brent Stephens. Balajee. . Vamanan. Modern . datacenter. Datacenters host multiple . applications with different requirements. Memcache. (delay). Web search (delay) . Spark (throughput). 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. Anupam. . Datta. With many slides from Moritz . Hardt. Fall . 2017. 18734: Foundations of Privacy. Fairness in Classification. . Advertising. ✚. Health Care. Education. many more.... $. Banking.