PPT-A Brief Overview on Some Recent Study of Graph Data

Yunkai Liu Ph D Gannon University Outlines Graph Database vs Traditional Database Data structure Some frequentlyused measurements Overview of Graph Databases Graph Data on Social Networks. This issue brief describes three essential components for integrating health including physical and behavioral health services and public health and social services 1 a coordinating mechanism 2 quality measurement and datashar ing tools and 3 aligne Anand Tripathi, Vinit Padhye, . Tara Sasank Sunkara. Department of Computer Science. University of Minnesota. . Presentation by . Tara Sasank Sunkara. eBay Inc.. Acknowledgements:. This work was partly supported by NSF award 1319333. Wei Wang. Department of Computer Science. Scalable Analytics Institute. UCLA. weiwang@cs.ucla.edu. Graphs/Networks. FFSM (ICDM03), SPIN (KDD04),. GDIndex. (ICDE07). MotifMining. (PSB04, RECOMB04, ProteinScience06, SSDBM07, BIBM08). NAS/HHMI Summer Institute 2011. Presented by the ‘Model Organisms’:. Stephanie Gardner. . and Laurie . Iten. , . Purdue University. Elizabeth . Derryberry, David . Heins. , and . Donata. Henry, Tulane University. Arijit Khan, . Yinghui. Wu, Xifeng Yan. Department of Computer Science. University of California, Santa Barbara. {. arijitkhan. , . yinghui. , . xyan. }@. cs.ucsb.edu. Graph Data. 2. Graphs are everywhere.. Hao Wei. 1. , . Jeffrey Xu Yu. 1. , Can L. u. 1. , . Xuemin. Lin. 2. . 1 . The . Chinese University of Hong Kong, Hong Kong. 2 . The . University of New South Wales. , . Sydney, Australia. Graph in Big Data . Conflict Mineral & Ethical Sourcing Workshop 2015. Today’s Presenter. Jonathan Nauth. Assent Compliance. Regulatory Division. Why THIS Benchmarking Study?. Filers submit their CMR, then left in the dark…. Presented to Prof: IMRAN AHMAD. . . . . By . Nireesha . ISQS3358, Spring 2016. Graph Database. A . graph database is a database that uses graph structures for semantic queries with nodes, edges and properties to represent and store data. .. Graph databases employ nodes, properties, and edges.. KYLE BROWN, CHUKWUDI OGUEJIOFOR, ANDREW RADOSEVIC, TAPTI SAHA. Motivation: Presidential Election. The 2016 United States Presidential Election was one of the most heated campaigns in the history of our country.. William Cohen. 1. Announcements. Next Tuesday 12/8:. Presentations for 10-805 projects.. 15 minutes per. project.. Final written reports due Tues 12/15. 2. Graph-Based Parallel Computing. William Cohen. Adjacency List. Adjacency-Matrix. Pointers/memory for each node (actually a form of adjacency list). Adjacency List. List of pointers for each vertex. Undirected Adjacency List. Adjacency List. The sum of the lengths of the adjacency lists is 2|E| in an undirected graph, and |E| in a directed graph.. Graph Data Structures " Unless in communicating with it [a computer] one says exactly what one means, trouble is bound to result. " - Alan Turing CLRS, Section 22.1 Early Graph Theory Problem Leonhard Euler (1707 - 1783) Stijn Eyerman, Wim Heirman, Ibrahim Hur, Joshua B. Fryman. 2. DARPA HIVE project. “To build a graph analytics processor that can process streaming graphs 1000X faster and at much lower power than current processing technology”.