PPT-Large-scale Data Processing Challenges

Author : karlyn-bohler | Published Date : 2016-03-17

David Wallom Overview The problem Other communities The pace of technological change Using the data The problem New telescopes generate vast amounts of data Particularly

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Large-scale Data Processing Challenges: Transcript

David Wallom Overview The problem Other communities The pace of technological change Using the data The problem New telescopes generate vast amounts of data Particularly but not limited to surveys SDSS PANSTARRS LOFAR SKA. Raw Scale Raw Scale Raw Scale Raw Scale Score Score Score Score Score Score Score Score 86 100 64 80 42 66 20 42 85 98 63 79 41 66 19 41 84 97 62 79 40 65 18 39 83 95 61 78 39 64 17 38 82 94 60 77 38 Kamini. Yadav. Dr. Russ . Congalton. Current Process Flow Chart. Testing Protocol on Mali data. Evaluate Mali data collected in August 2015 by . Murali. , according to the flowchart made by Justin. Large Scale. 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. Stephan . Birkmann. / Jeff Valenti. 2. Simulator uses. Create. simulator. Performance. Description. Release. simulated. data. Organize. data. challenge. Release. simulator. 3. Agree on simulation . g. By Rohit Ghatol. Director of Engineering - Synerzip. JavaScript. jQuery. Backbone.js. Angular.js. Twitter Bootstrap. Yoeman. Require.js. Aura.js. Grunt. Bower. Compass. SaSS. Sencha. Knockout.js. D3JS. SpatialHadoop. Type: Research Paper (Experimental evaluation). Authors: Ahmed . Eldawy. , . Louai. . Alarabi. , Mohamed F. . Mokbel. Presented by: Siddhant Kulkarni. Term: Fall 2015. Motivation. What is DESE?. If your science and engineering is not data enabled…. …you’re not doing it right.. http://. drewconway.com. /. zia. /2013/3/26/the-data-science-. venn. -diagram. Big Data in Agriculture (Today). Scale, Scale Factor, & Scale Drawings. Objective:. 7.2.01 & 7.3.03. Essential Question:. . How can I use a scale factor to understand distances on a map or the size of a house or object?. Vocabulary:. and Projects . Big Data . Applications and Generalizing . their Structure. I590 Data Science Curriculum. August 16 2014. Geoffrey Fox . gcf@indiana.edu. . . http://www.infomall.org. School of Informatics and Computing. Arizona Corporation Commission Additional time above and beyond the processing time may be required for returning examined documents to customers Operator State Management. with . Raul Castro Fernandez*. Matteo. . Migliavacca. +. and Peter . Pietzuch. *. *. Imperial College London, . +. Kent . Univerisity. Big data … . … in numbers: . 2.5 billions on gigabytes of data every day . Seng Chan You. What should OHDSI studies look like?. 2. A study should be like a pipeline. A fully automated process from database to paper. ‘Performing a study’ = building the pipeline. Database. Feng Zhang †⋄, . Jidong. . Zhai. ⋄, . Xipeng. Shen #, . Onur. . Mutlu. ⋆, . Wenguang. Chen ⋄. †Renmin University of China. ⋄Tsinghua University. #North Carolina State University. . technological. changes. Networks. Parallelism. . (Cluster . computing. & . Multicore. ). Storage . systems. Processor . technology. New . applications. Web . apps. Streaming . data . apps. Business .

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