PPT-Apache Hadoop and Spark: Introduction and Use Cases for Data Analysis

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and Use Cases for Data Analysis Afzal Godil Information Access Division ITL NIST Outline Growth of big datasets I ntroduction to Apache Hadoop and Spark for developing

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Apache Hadoop and Spark: Introduction and Use Cases for Data Analysis: Transcript

and Use Cases for Data Analysis Afzal Godil Information Access Division ITL NIST Outline Growth of big datasets I ntroduction to Apache Hadoop and Spark for developing applications Components of Hadoop HDFS MapReduce and . Hadoop. : The Definitive Guide. Ch.1 Meet . Hadoop. May 28. th. , 2010. Taewhi. Lee. Outline . Data. !. Data Storage and Analysis. Comparison with Other Systems. RDBMS. Grid Computing. Volunteer Computing. Hadoop. . Secure. Devaraj Das. ddas@apache.org. Yahoo’s . Hadoop. Team. Introductions. Who I am. Principal . Engineer at Yahoo! Sunnyvale. Working . on Apache . Hadoop. and related . projects. MapReduce. Introduction. Hadoop and Spark Comparison. From Hadoop to Spark. Webinar Objectives. Intro: what is Hadoop and what is Spark?. Spark's capabilities . and . advantages vs Hadoop. From Hadoop to Spark – how to?. Shannon Quinn. Distinction. General Compute Engines. Hadoop. . MapReduce. Spark. User-facing APIs. Cascading / Scalding. Alternative Frameworks. Apache Mahout. Apache . Giraph. GraphLab. Apache Storm. Architecture and Ogres. International Workshop on Extreme Scale Scientific Computing (Big Data and Extreme Computing (BDEC. )). Fukuoka Japan February 27 2014. 3. Geoffrey Fox . Judy Qiu. Shantenu. . May 23. nd. . 2012. Matt Mead, Cloudera. Hadoop Distributed File System (HDFS). Self-Healing, High Bandwidth Clustered Storage. MapReduce. Distributed Computing Framework. Apache Hadoop. is an open source platform for data storage and processing that is…. Bingjing. Zhang. Outline. The world map of big data tools. Layered architecture. Big data tools for HPC and supercomputing. MPI. Big data tools on clouds. MapReduce. model. Iterative . MapReduce. model. Bingjing. Zhang. Outline. The world map of big data tools. Layered architecture. Big data tools for HPC and supercomputing. MPI. Big data tools on clouds. MapReduce. model. Iterative . MapReduce. model. Bingjing. Zhang. Outline. The world map of big data tools. Layered architecture. Big data tools for HPC and supercomputing. MPI. Big data tools on clouds. MapReduce. model. Iterative . MapReduce. model. Tom Rogers. Northwestern University. FeinberG. School of Medicine. Department of Anesthesiology. What IS Big Data?. The 3 V’s. What IS Big Data?. Terabytes. Petabytes. Exabytes. What IS Big Data?. Why Do I Care?. Some Companies Using Spark. Alibaba. Amazon. Baidu. Berkeley AMPLab. CERN. Concur. Databricks. eBay. Facebook. NASA JPL. Opentable. Tencent. TripAdvisor. Some Things You Can Do With Spark. and Projects. ABDS in Summary XV: Level 15. . I590 Data Science Curriculum. August 15 2014. Geoffrey Fox . gcf@indiana.edu. . . http://www.infomall.org. School of Informatics and Computing. Ph no. 7 395899448 - 602002 We offer : About Us : Zeyobron Analytics was established by a team of Big Data Enthusiasts and experts in the year 2018. Currently, it is one of the leading and paramount e. . S. p. ark. P. ac. o. . N. a. th. a. n. h. tt. p. :. //. d. ata. b. r. i. cks. .. c. o. m. /. In. t. r. o. d. u. c. t. i. o. n. 00. :. . G. e. tt. i. n. g. . S. t. a. r. t. e. d. i. n. s. t. a.

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