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StreamInsight Breakthrough

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Information about StreamInsight Breakthrough
Technology

Published on March 7, 2014

Author: YulianSlobodyan

Source: slideshare.net

Description

Unobtrusive introduction to basic Complex Event Processing principles and building blocks. Review of the Microsoft StreamInsight.
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MICROSOFT STREAMINSIGHT Yulian Slobodyan L’viv, 2011 Breakthrough Guide

Introduction to CEP

recap(Strategic, Tactical) strategic tactical

scenarioA Tokyo Metro

scenarioA.Info        Anno 1927 #1 annual passenger rides 3,160,000,000 passengers/year avg 6,330,000 passengers/day 24/7 mode 203.4 km system length 2009 profit ¥63,500,000,000

scenarioA.Issues.Take(1) Pushers 押し屋 oshiya

scenarioA.Strategic      Reporting Planning Data Mining Constraints Detection Forecasting

scenarioA.Tactical      Real-time Statistics & Monitoring On a Fly Analysis Traffic Optimization Systems Management Emergency Response

scenarioA.Solutions[“RDBMS”] Humans Request Data Services RDBMS Presentation tactical Sensors strategic

scenarioA.Solutions[“CEP”] CEP System Humans Services Presentation tactical Sensors strategic

Google(“CEP”)  Complex event processing (CEP) consists of      processing many events happening across all the layers of an organization identifying the most meaningful events within the event cloud analyzing their impact taking subsequent action in real time. CEP Products  Sybase CEP, StreamBase  Microsoft StreamInsight

Compare(RDBMS, CEP) RDBMS Request Paradigm Latency Throughput CEP On-Demand Continuous ~ sec * n ~ ms * n ~ 100 * n/sec ~ 10,000 * n/sec

Microsoft StreamInsight

StreamInsight.Info     CEP engine from Microsoft Part of MS SQL Server 2008/2008R2 Distributive Uses SQL Server license key to activate Two Editions:  Standard ( SQL Server Standard/Enterprise/Web)  Premium ( SQL Server Datacenter/Developer/Eval)  Current version: 1.1

StreamInsight.Architecture

StreamInsight.EventStream.Tra ce() Stream Insight Runtime Event Source Input Adapter Standin g Queries Output Adapter Event Sink

Data Event Model Event Event Kind Payload Timestamp Header StreamInsight.Event.Structure

StreamInsight.EventKind Average Average time - INSERT event - CTI (Current Time Increment) event

StreamInsight.EventModel  Point   Interval   “10:42:56.052 - item #123 passed the gate” “01:12:00-01:35:00 - active sensor #17” Edge   “12:00:00-∞ - temperature 17˚C” “13:00:00-∞ - temperature 18.5˚C”

payloa d StreamInsight.EventModel.Edg e C B A time

StreamInsight.InputAdapters

StreamInsight.OutputAdapters

StreamInsight.Queries  Standard LINQ operations  Projection  Filtering  Joins  Unions  Grouping  Event Windows

StreamInsight.EventWindows

StreamInsight.EventWindows

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