PPT-Improving Fairness, Efficiency, and Stability

in HTTP based Adaptive Video Streaming with FESTIVE Junchen Jiang CMU Vyas Sekar Stony Brook U Hui Zhang CMU Conviva Inc 1 Video Traffic is Becoming Dominant 2011 66 of Internet traffic is video Akamai. The algorithms provide natural generalisations to largescale networks of simple additive increasemultiplicative decrease schemes and are shown to be stable about a system optimum characterised by a proportional fairness criterion Stability is establ DirectX 12: . Bennett Sorbo. Program Manager. Direct3D, Windows Graphics. Agenda. Overview. Improving GPU efficiency. Reducing CPU overhead. Summary / Next Steps. Overview. DirectX 12 provides a single API for low-level access to a variety of GPU hardware. Revenue Division in Collaborative Settings. Yair. . Zick. Advisor: Prof. Edith . Elkind. Acknowledgments. Edith . Elkind. Acknowledgments. My research collaborators, past and present!. Yoram. . Bachrach. MICROECONOMICS. Principles and Analysis. . Frank Cowell. . Almost essential . Welfare: Basics. Prerequisites. July 2015. 1. Fairness: some conceptual problems. Can fairness be reconciled with an individualistic approach to welfare?. Dana . Balser. , Jim . Braatz. , Mark Clark, Jim Condon, Ray . Creager. , Mike McCarty, Ron . Maddalena. , Paul . Marganian. , Karen O’Neil, Eric . Sessoms. , Amy Shelton. Nomenclature. Butler. SD May 2012-09. ECpE. Dept., Iowa State University. Advisor/Client – Dr. . Vikram. . Dalal. Anthony Arrett, Wei Chen, William Elliott, Brian Modtland, and David Rincon. Problem Statement. Amorphous Silicon Solar Cells are inherently unstable - we want to improve that. TCP. . Peter Key. MSR Cambridge. Outline. Simple TCP models. Utility Maximisation - a framework for fairness. General Framework. TCP examples. Stability, Delay and Stochastic Stability. Stochastic arrivals. in HTTP. -based Adaptive Video Streaming with . FESTIVE. Junchen Jiang . (CMU). Vyas. . Sekar. (Stony Brook U). Hui. Zhang (CMU/. Conviva. Inc. .. ). 1. Video . Traffic . is . Becoming Dominant. 2011, 66+% of Internet traffic is video. [Akamai]. a Financial Architecture with. Too-Interconnected-to-Fail Institutions. MICHAEL GOFMAN, UW-MADISON. August 28, 2014. Study efficiency-stability trade-off for different financial architectures.. Implication for the desired structure of the financial system. Robert Grandl, Mosharaf Chowdhury, . Aditya Akella, Ganesh Ananthanarayanan. Carbyne. Performance of Cluster Schedulers. We observe that:. Existing cluster schedulers focus on. . instantaneous. . fairness. Devansh. Jalota. 14. , . Kiril. Solovey. 24. , Stephen Zoepf. 3. , Marco Pavone. 24. 1. . Institute for Computational and Mathematical Engineering. , . Stanford University . 2. Department of Aeronautics and Astronautics. Anupam. . Datta. With many slides from Moritz . Hardt. Fall . 2017. 18734: Foundations of Privacy. Fairness in Classification. . Advertising. ✚. Health Care. Education. many more.... $. Banking. Role . In . Improving . Efficiency . & . Reducing. . Costs. Ms. . Sandhya. . Mahadevan . General . Manager . (Admin . & . Quality. . Systems). PRS . Hospital . Pvt.. . Ltd. Introduction. ASHRAE Fellow. ASHRAE 90.1 Vice Chair. Richard.Lord@Carrier.utc.com. Policy . Programs . for . Improving Energy Efficiency . in . Existing Cooling . and . Heat Pump Systems. Session VI, July 10, 2018 .