PPT-Understanding and Managing Cascades on Large Graphs

B Aditya Prakash Carnegie Mellon University Virginia Tech Christos Faloutsos Carnegie Mellon University Aug 29 Tutorial VLDB 2012 Istanbul Networks are everywhere Human Disease Network . com appelcaltechedu Abstract Cascades help make sliding window object detection fast nevertheless computational demands remain prohibitive for numerous applications Currently evaluation of adjacent windows proceeds inde pendently this is suboptimal a , . Yinghui Wu, . Ambuj K. Singh, . Xifeng Yan. 1. Inferring the Underlying Structure of Information Cascades. 12-12-2012@ICDM12. Information cascades in social networks. 2. Information propagation in social networks. Learning Goals:. Graphs of the Cosecant, Secant, and Cotangent Functions. Graph transformations . When you think about the . csc. , sec, and cot graphs what do you think about?. Graph of the Cosecant Function. Cascade Volcanism Is Back. I. The New Cascade Arc. The Shutdown. ~16-18 Ma .  . Western Cascade Group . volcanism stopped. CRB’s. start up. Why?. I. The New Cascade Arc. B. Cascade subduction renewed. Est. October 2. nd. 1968. To preserve the . majestic mountain scenery, snowfields, glaciers, alpine meadows, cascading waterfalls, and other unique natural features in the North . Cascade Range. . The region is frequently called the North American Alps.. Gregory Falkovich. Weizmann Institute of Science. Rutgers, May 10, 2009. D. Bernard, A. Celani,. G. Boffetta, S. Musacchio. W. L. Physics Today . 59. (4), 43 (2006). Turbulence is a state of a physical system with many degrees of freedom deviated far from equilibrium. It is irregular both in time and in space.. Need tools to help evaluate contagion risk. . Although large cascades are (today) off-path, it’s important to keep them off-path.. Introduction. Rochet, Tirole (1996. ) . Kiyotaki, Moore (1997. ). Allen, Gale (2000. B. . Aditya. . Prakash. Carnegie Mellon University.  . Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Aug 29, Tutorial, VLDB 2012, Istanbul. Networks are everywhere!. Human Disease Network [. B. . Aditya. . Prakash. Carnegie Mellon University.  . Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Graph Analytics wkshp. B. A. Prakash; C. Faloutsos. From: VLDB’12 tutorial. September 9-10, 2014. What do we already know about graphing motion?. We know how to draw and interpret position vs time (P-T) graphs. Straight lines = . . Positive slope Negative slope: Zero slope: . transformations of these graphs. LO: SWBAT state the transformations of the sine and cosine. Graphs in words.. CO: SWBAT generate the graphs of the sine and cosine functions and explore various . transformations of these graphs. LO: SWBAT state the transformations of the sine and cosine. Lingxiao Ma. . †. , Zhi Yang. . †. , Youshan Miao. ‡. , Jilong Xue. ‡. , Ming Wu. ‡. , Lidong Zhou. ‡. , . Yafei. Dai. . †. †. . Peking University. ‡ . Microsoft Research. USENIX ATC ’19, Renton, WA, USA. Resource Brief National Park Service U.S. Department of the Interior North Cascades National Park Complex The American pika ( Ochotona princeps ), a small charismatic mammal related to rabbits and h Feng . Xiaodong. ， . Zhao . Qihang. , Liu Zhen. Speaker: Feng Xiaodong. From: University of Electronic Science and Technology of China. BSMDMA Workshop @ IJCAI 2019. 2019-8-11 Macao,. . China. CONTENT.