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 Deputy Director – State Rail and Marine. Amtrak . Cascades. State Smart Transportation Initiative's February Community of Practice Meeting February 24, 2011. Paula Hammond. Secretary of Transportation. Isabelle Stanton, UC Berkeley. Gabriel . Kliot. , Microsoft Research XCG. Modern graph datasets are huge. The web graph had over a trillion links in 2011. Now?. . facebook. has “more than 901 million users with average degree 130”. 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. Section . 10.3. Representing Graphs: . Adjacency Lists. Definition. : An . adjacency list . can be used to represent a graph with no multiple edges by specifying the vertices that are adjacent to each vertex of the graph.. 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. 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. E X P E R I E N C E Y O U R A M E R I C A. Regina M. Rochefort, Ph.D. .. Photo by Victor . Mesny. Where is North Cascades?. E X P E R I E N C E Y O U R A M E R I C A. E X P E R I E N C E Y O U R A M E R I C A. September 20, 2016. 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: . Freddie Ssengooba, Lyn Atuyambe, Simon Kasasa, Susan Babirye, Steven Ssendagire . University of North Carolina: . Grace Mulholland, Jessie K Edwards, William Miller, Lauren Zalla, Michael Herce, Nyanyiwe Mbeye, Whitney Ewing, Innocent Mofolo. B. . Aditya. . Prakash. Virginia Tech. . Christos Faloutsos. Carnegie Mellon University. Sept 28, Tutorial, ECML-PKDD 2012, Bristol. Networks are everywhere!. Human Disease Network [. Barabasi. 2007]. 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 Multi-Cores . With Graph Awareness. Vijayan, Ming, Xuetian, Frank, Lidong, Maya. Microsoft Research. Motivation. Tremendous increase in graph data and applications. New class of graph applications that require real-time responses.