PPT-Stream Processing COS 418:

Author : jane-oiler | Published Date : 2018-10-26

Distributed Systems Lecture 22 Michael Freedman Single node Read data from socket Process Write output 2 Simple stream processing Convert Celsius temperature to

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Stream Processing COS 418:: Transcript

Distributed Systems Lecture 22 Michael Freedman Single node Read data from socket Process Write output 2 Simple stream processing Convert Celsius temperature to Fahrenheit Stateless operation . Supun . Kamburugamuve. For the PhD Qualifying Exam. 12-. 19-. 2013. . Advisory Committee. Prof. Geoffrey Fox. Prof. David . Leake. Prof. Judy . Qiu. Outline. Big . Data Analytics . Stack. Stream Processing. IoT. and Streaming Data. . IC2E Internet of Things Panel. Judy Qiu. Indiana University. Event Processing Programming Models. Query Based. Complex Event processing. SQL like languages. Programming APIs. Fault-Tolerant Streaming Computation at Scale. Matei Zaharia, . Tathagata Das (TD). , . Haoyuan. . (. HY) Li, Timothy Hunter, Scott . Shenker. , Ion . Stoica. Motivation. Many big-data applications need to process large data streams in near-real time. Amitabha. Roy. Ivo . Mihailovic. Willy . Zwaenepoel. 1. Graphs. 2. + . HyperANF. Pagerank. ALS. ….. Interesting information is encoded as graphs. Big Graphs. Large graphs are a subset of the big data . IoT. and Streaming Data. . IC2E Internet of Things Panel. Judy Qiu. Indiana University. Event Processing Programming Models. Query Based. Complex Event processing. SQL like languages. Programming APIs. Supun . Kamburugamuve. For the PhD Qualifying Exam. 12-. 19-. 2013. . Advisory Committee. Prof. Geoffrey Fox. Prof. David . Leake. Prof. Judy . Qiu. Outline. Big . Data Analytics . Stack. Stream Processing. Pratanu Roy. Arijit Khan. Gustavo Alonso. Systems Group. ETH. Zurich. Nanyang Technical University. Singapore. Systems Group. ETH. Zurich. Data Stream Processing. IP . traffic, phone calls, sensor measurements. Di Wang. Elke. A. . Rundensteiner. Worcester Polytechnic Institute. Richard Ellison III. Univ. of Massachusetts Medical School. 8/29/2011. This work is supported . by . NSF grant IIS-1018443 and. UMMS-WPI CCTS Collaborative . Arnav Agarwal. Srujun Thanmay Gupta. Shivam. . Bharuka. What is Stream Processing?. Infrastructure for continuous processing of data. Various applications for analysis of live data streams. Two types of operations:. Pipelining. Instruction Pipeline. Pipeline Hazards and their solution. Array and Vector Processing. Pipelining and Vector Processing. Parallel Processing. It refers to techniques that are used to provide simultaneous data processing.. and Projects. ABDS in Summary XIX: Layer 14B. . Data . Science Curriculum. March 1 2015. Geoffrey Fox . gcf@indiana.edu. . . http://www.infomall.org. School of Informatics and Computing. Theory and Practice with Apache Flink at Uber. QCon.ai, . San Francisco. April, 11th 2018. Fabian . Hueske. Shuyi Chen. What is Apache Flink?. 2. Batch Processing. process static and. historic data. . mit. Event Stream Processing. Thomas . Dücker. , . SAP Schweiz. Juni. , 2013. Agenda. Herausforderung. und Trends. Übersicht. Operational Process Intelligence. Übersicht. Beispiele. Szenario. 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 .

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