PPT-AAMP Adaptive Bitrate Algorithms

Overview of AAMP ABR Behavior Comcast Confidential amp Proprietary ABR Design Throughput VideoAudioIframe Segments Segment Downloader Retry download on timeout Video Segment Size bytes gt . Rebecca Orr, Ph.D. . Professor of Biology, Collin College. Background Information. Professor of Biology at Collin College in Plano, Texas. Two year public college, three campuses serving approximately 27,000 credit students. Andy Grieve. SVP Clinical Trials Methodology, . Innovation Centre, Aptiv Solutions.. 1. Outline. Basic Principles of Adaptive . Designs. Why . adaptive trials?. Differences Between Early / Late Phase Adaptive Designs. Quality-of-Experience Metric. Athula. . Balachandran. , . Vyas. . Sekar. ,. Aditya. . Akella. , . Srinivasan. . Seshan. ,. Ion . Stoica. , . Hui. Zhang. Internet Video is taking off. 2. Improve Users’ Quality of Experience. 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]. Moritz Hardt. IBM Research Almaden. Joint work with Cynthia Dwork, Vitaly Feldman, . Toni Pitassi, Omer Reingold, Aaron Roth. Statistical Estimation. Data domain . X. , class labels . Y. Unknown distribution . Danica Adams. Adaptive capacity. is one way to measure . resilience. .. Adaptive capacity. . is . the ability of a system . – in this case, Vermilion Parish as a political unit – . to adapt to changing circumstances while still retaining its fundamental functions as a system. . Vitaly Feldman. Accelerated Discovery Lab. IBM Research - . Almaden. . Cynthia . Dwork. Moritz . Hardt. Toni . Pitassi. Omer . Reingold. . Aaron Roth. Microsoft Res. Google Res. U. of Toronto Samsung Res. Joe . Boninger. , . Joshua Brody. , Owen . Kephart. Swarthmore College. Cell Probe Model . [Yao81]. Memory consists of . w-bit. cells. Updates/queries charged for . # probes. All other computation . Clint Jeffery. University of Idaho. Outline. Preliminary thoughts. AIGPW Chapters. EvoGames. Papers. Conclusions. Preliminary Thoughts. ANN and related technologies are rare in commercial games. Behavior of ANN-based agents often perceived as bizarre or unrealistic. Bitrate. Control for Blocks. X. iaozheng Tie, Anand Seetharam,. Arun Venkataramani, Deepak Ganesan, Dennis Goeckel. U. niversity of Massachusetts Amherst. 2. Wireless bitrate control. Goal: To optimize . Pensieve. Hongzi Mao . Ravi . Netravali Mohammad . Alizadeh. https://. gigaom.com. /2012/11/09/online-viewers-start-leaving-if-video-doesnt-play-in-2-seconds-says-study. /. Video: La Luna (Pixar 2011). 10 Bat Algorithms Xin-She Yang, Nature-Inspired Optimization Algorithms, Elsevier, 2014 The bat algorithm (BA) is a bio-inspired algorithm developed by Xin-She Yang in 2010. 10.1 Echolocation of Bats Features of adaptive immunity:. Adaptive immunity is characterized by the following:. 1. Antigenic specificity: (. highly specific).. 2. Diversity : . ( each antigen there is specific T-cell and B-cell for it).. for 360-Degree Video Streaming. . Zhetao. Li . Fei . Gui. . Xiangtan University . Jinkun. . Geng. Dan Li . Tsinghua University . Zhibo. Wang . Wuhan University .