12/28/2023 0 Comments Excel netmapTechnology history has taught us that the one with themost data wins. This was three years ago, and now these servers are almost obsolete.Big Data is in constant motion and growing at an incredible rate,90% of the world’s data generated in just the past two years. We used 22 of these containers, spanning 40,000 machines where we stored over 100PB of data. Some of us had the privilege of working on the data storage and computational platform that powers Bing. We put ~1800 computers inside one of these containers. Big DataThis is a picture down the center isle of a shipping container from one of Microsoft’s datacenters.Provides samples and HDInsight Dashboard.3 node cluster running as a service in Azure.Hadoop Status for name node and map-reduce cluster.Can start/stop them with start-onebox.cmd/stop-onebox.cmd.Provide improvements and Windows support back to OSS.BI Tools for Big Data Collaborate with and Contribute to OSS. ![]() Azure Storage / Azure Data Market Microsoft Business Intelligence (BI).SQL Server / SQL Parallel Data Warehouse.Net Programmability Microsoft Data Connectivity Queries in Hadoop Command Shell after invoking hive Įngine Data Scientists BI Users DB Admins Regular Results Traditional schema-based DW Social Sensor T-SQL applications Apps & RFID Mobile Web Enhanced Apps Apps PDW query engine Hadoop PDW V2 Unstructured data Structured data runJS(‘/user/myself/MRjob.js’, ‘/path/to/inputfile’, ‘/path/to/output/dir’).MRLibMRRunner.exe -dll ConsoleAppHadoopJob.exe Or – HadoopJobExecutor.ExecuteJob() Ī map and reduce function variable in JS file.Provide an implementation of a HadoopJob.Two File Systems HDFS API Containers on Azure Blob Storage NameNode Front end Front end Front end Data Node Partition Layer Data Node … Stream Layer DFS (1 Data Node per Worker Role) Azure Storage Vault (ASV) and Compute Cluster (Map Reduce) Distributed Storage (HDFS) World’s Data (Azure Data Windows Azure Storage Marketplace) HDInsight Ecosystem ODBC Distributed Processing.Transform Compute Predictive Machine Graph Analysis Learning Processing Hadoop Capabilities Extract Load Distributed.Open Source => Very low cost for acquisition and storage costs.Using the “Map-Reduce” Processing Paradigm.Processing Platform for Big Data Processing VOLUME VARIETY VELOCITY (Size) (Structure)ĭo I better predict of my product? future outcomes? How do I optimize my services based on patterns of weather, traffic, etc.? New Questions.From Terabytes in the 1990 over Petabytes today to Zetabytes in the future.Physics Experiments, Sensor data, Satellite data, ….How do I program against it in the Microsoft Environment.How it fits into the Windows and Windows Azure environments. ![]() | Principal Program Manager Session Objectives
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