PPT-GraphLab : how I understood it

with sample code Aapo Kyrola Carnegie Mellon Univ Oct 1 2009 To test if I got your idea I created two imaginary GraphLab sample applications by using imaginary GraphLab Java API. In the eagerness not to let go of such lucrative marriage of fer the families totally ignores even the common cautions that are observed in traditional matchmaking They also ignore that in case of things going wrong in an NRI marriage the woman s r with . Graph Computation. Joseph Gonzalez. jegonzal@cs.cmu.edu. Download the talk: . http://tinyurl.com/7tojdmw. http://www.cs.cmu.edu/~jegonzal/talks/biglearning_with_graphs.pptx. 48 Hours of Video . Recap: data-intensive cloud computing. Just database management on the cloud. But scaling it to thousands of nodes. Handling partial failures gracefully. Sacrificing strong ACID. Graph processing frameworks (. The ever-increasing influence of ‘IT’ on whole business strategy. . Richard Gormley & Adrian Barber. Strategos. : . The art of the General. Key questions. Is it really Strategy?. Does it diagnose the disease?. Horcruxes. . A Cautionary Tale. http://bit.ly/lakc110916. . Introductions. Courtney Wilson. Technical Project Manager. PMP, ICP. House . Slytherin. LinkedIn. Twitter. Sarah Harper. Sr. Technical Project Manager. . Pingali. The University of Texas at Austin. Specialization . is for . d. odos. Lesson from natural world. Brown bears. Adapted to live in temperate forests. Polar bears. A. dapted to live above Arctic Circle. Sophie, Samira, Emma, Gabriella, . Kirsty. , . Fabiha. . Kohlberg’s stages of gender development. Children understand the concepts of male and female in three stages, the children have to develop the concepts in a set order:. “Shutting Out the Light” Political Cartoon . Distribution of Personal Income Earned by All Americans in 1929 Chart/Graph. Primary Sources . “He smiled understandingly-much more than understandingly. It was one of those rare smiles with a quality of eternal reassurance in it, that you may come across four or five times in life. It faced–or seemed to face–the whole eternal world for an instant, and then concentrated on you with an irresistible prejudice in your favor. It understood you just as far as you wanted to be understood, believed in you as you would like to believe in yourself, and assured you that it had precisely the impression of you that, at your best, you hoped to convey.”. William Cohen. 1. Announcements. Next Tuesday 12/8:. Presentations for 10-805 projects.. 15 minutes per project.. Final written reports due Tues 12/. 15. For exam:. S. pectral clustering will not be cov. Ferdinand de Saussure (1857-1913), linguist. Claude Levi-Strauss (1908-2009), anthropologist. Roland Barthes (1915-1980), literary critic. Take a well-known media text. Let’s say, . The Dark Knight. Bickson. A Framework for Machine Learning and Data Mining in the Cloud . Joseph. Gonzalez. Carlos. Guestrin. Joe. Hellerstein. Big Data is Everywhere. 72 Hours . a Minute. YouTube. 28 . Million . Wikipedia Pages. CSE 110 – Software Engineering. Professor. Gregory . Kesden. Course Staff. Rishabh. . Misra. Daniel Pan. More coming soon!. 1. Rishabh Misra. Daniel Pan. Software Runs . Everything. Software connects us. 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. William Cohen. 1. Computing paradigms. Stream-and-sort. Iterative streaming ML (. eg. SGD. ). with . minibatch. vectorization and GPUs. Map-reduce (stream-and-sort parallelism). plus dataflow-language abstractions.