PPT-Thesis Defense Large -Scale Graph Computation on

Just a PC Aapo Kyrölä akyrolacscmuedu Carlos Guestrin University of Washington amp CMU Guy Blelloch CMU Alex Smola CMU Dave Andersen CMU Jure Leskovec Stanford Thesis Committee. By. Chi . Bemieh. . Fule. August 6, 2013. THESIS PRESENTATION . Outline. . of. . today’s. presentation. Justification of the study. Problem . statement. Hypotheses. Conceptual. . framework. Research . Representing data visually often helps people to see patterns or trends or to look for differences.. It’s sometimes easier to look at a graph or chart than to look at a tables of values.. On the following slides there are some interesting ways of representing data.. 600.466. Social Media?. Properties of Social Media : Scale. Twitter (Chirp 2010). More than 100M user accounts. more than 600M search queries a day. 55M tweets a day. Facebook. More than 400M active users. College Station, TX (USA) — . 05 September 2013. Landon RISER. Department of Petroleum Engineering. Texas A&M University. College Station, TX 77843-3116 (USA). landon.riser@pe.tamu.edu. An Integrated Well Performance Study for Shale Gas Reservoir Systems — . Graph . Processing . . with Distributed Immutable View. Rong Chen. +. , . Xin. Ding. +. , . Peng. Wang. +. , Haibo Chen. +. , . Binyu . Zang. +. and Haibing Guan. *. Institute of Parallel and Distributed Systems. Abstract. Cloud computing economically enables customers with limited computational resources to outsource large-scale computations to the cloud. . However, how to protect customers’ confidential data involved in the computations then becomes a major security concern. In this paper, we present a secure outsourcing mechanism for solving large-scale systems of linear equations (LE) in cloud.. Representing data visually often helps people to see patterns or trends or to look for differences.. It’s sometimes easier to look at a graph or chart than to look at a tables of values.. On the following slides there are some interesting ways of representing data.. . Final . crisis. : Printing . your. dissertation. Only. start the . printing. process . when. . your. . thesis. is…. …. absolutely. , . with. do . doubt. , . fully. . completed. !. 2. Time. UTRGV Graduate College. Setting up your committee. Your committee should be set up during your first semester of thesis or dissertation. Your committee should be set with your advisor. . Once you set up your committee, you must submit the “Application for Thesis Committee” or “Application for Dissertation Committee” form to your committee chair. The form must be signed and routed to the Graduate College for approval. . . with Distributed Immutable View. Rong Chen. +. , . Xin. Ding. +. , . Peng. Wang. +. , Haibo Chen. +. , . Binyu . Zang. +. and Haibing Guan. *. Institute of Parallel and Distributed Systems. +. Lingxiao Ma. . †. , Zhi Yang. . †. , Youshan Miao. ‡. , Jilong Xue. ‡. , Ming Wu. ‡. , Lidong Zhou. ‡. , . Yafei. Dai. . †. †. . Peking University. ‡ . Microsoft Research. USENIX ATC ’19, Renton, WA, USA. TOPIC-MAPS. GEOGRAPHY. CLASS-VI. WHAT ARE MAPS?. A map can be defined as a two dimensional representation of the whole or part of the earth drawn to scale on a flat surface.. A collection of maps is called an atlas. The Problem . Large Graphs are often part of computations required in modern systems (Social networks and Web graphs etc.). There are many . graph . computing problems like shortest path, clustering, page rank, minimum cut, connected components . Tyler Cossentine - M.Sc. Thesis Defense. Overview. Introduction. Previous work. Flash MinSort. Experimental Results. Conclusions. Tyler Cossentine - M.Sc. Thesis Defense . 1. Introduction. Embedded systems are devices that perform a few simple functions..