PPT-Dominant Resource Fairness: Fair Allocation of Multiple Resource Types

Ali Ghodsi Matei Zaharia Benjamin Hindman Andy Konwinski Scott Shenker Ion Stoica University of California Berkeley Resource Sharing Multiple users share the resource from a system. 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. Advanced Topics in Computer Systems. Lecture 13. Resource allocation: . Lithe/DRF. October 16. th. . , 2012. John Kubiatowicz and Anthony D. Joseph. Electrical Engineering and Computer Sciences. University of California, Berkeley. for . Cluster Schedulers. Robert Grandl. Aditya Akella. Srikanth Kandula. Ganesh Ananthanarayanan. Sriram Rao. Diverse Resource Requirements. Tasks need varying amounts of each resource. E.g., Memory [100MB to 17GB]. fairness objectivity truthfulness accuracy balance fairness objectivity truthfulness accuracy balance fairness objectivity truthfulness accuracy balance fairness objectivity truthfulness accuracy bala Why did it rain this morning?. Why are you at this lecture?. Why did TCP give me throughput √2/(. rtt. . √p)?. Why did TCP give me throughput √2. /(. rtt. . √p)?. τελος. teleology. The doctrine or study of ends or final causes, especially as related to the evidences of design or purpose in nature; also . 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). Problem. What is it?. Implementation. Benefits. Experimentation. Findings. Other Scheduling Algorithms. Conclusion. . Outline. Problem. “Scheduling computations in multi-threaded systems is complex, and challenging problem.”. 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!. The Fairness Quotient and Why it Matters Fran Sepler, Sepler & Associates for South Dakota SHRM Think of a Time You Were Treated Unfairly At Work What made the experience fair? How did you react? 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 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...