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Hadoop in the Enterprise

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Presentation on theme: "Hadoop in the Enterprise"— Presentation transcript:

1 Hadoop in the Enterprise
Microsoft Ignite 2016 6/2/2018 9:16 PM Hadoop in the Enterprise DA335a Erika Harris & Aaron Morrison © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

2 Session Objectives & Takeaways
6/2/2018 9:16 PM Session Objectives & Takeaways Capabilities Why use Hadoop What business needs will it enable Security How do we protect our enterprise data Integration with Network & Identity Enterprise How do we operationalise this What outcomes have we enabled © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

3 6/2/2018 9:16 PM Capabilities © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

4 The 5 Vs of Big Data Volume Variety Velocity Variability Veracity
Microsoft Ignite 2016 6/2/2018 9:16 PM The 5 Vs of Big Data Volume Variety Velocity Variability Veracity © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

5 New analytic applications from big data
EXAMPLE SOLUTIONS Marketing Sales Service Finance Operations Workforce Customer Insight Customer Acquisition Service Analytics Financial Analytics Demand Forecasting Employee Insight Customer Feedback Analytics Cross sell & Upsell Contact Center Analytics Financial Forecasting Inventory Optimization HR Insight Churn Analytics Lead Generation & Opportunity Scoring Fraud Management IT Operations Insight Pay for Performance Product Innovation Risk Management Operational Efficiency Personalization Procurement Insight Product Recommendation Spend Insight Marketing Optimization Supplier Insight

6 Hadoop is a platform with portfolio of projects
Microsoft Ignite 2016 6/2/2018 9:16 PM Hadoop is a platform with portfolio of projects Governed by Apache Software Foundation (ASF) Comprises core services of MapReduce, HDFS, and YARN In addition to the core, includes functions across: Data services which allow you to manipulate and move data (Hive, HBase, Pig, Flume, Sqoop) Operational services which help manage the cluster (Ambari, Falcon, and Oozie) Governance and integration Data workflow, lifecycle and governance Falcon Atlas Sqoop Flume NFS WebHDFS YARN: data operating system Script Pig Search Solr SQL Hive/Tez, HCatalog Nosql Hbase Accumulo Stream Storm Others Spark, in-memory, ISV engines 1 N Batch Map reduce Data access HDFS (Hadoop Distributed File System) Data management Authentication Authorization Accounting Data protection Ranger Knox HDFS Encryption Security Operations Provision, manage, and monitor Ambari Zookeeper Cloudbreak Scheduling Oozie © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

7 Hadoop in Azure MapR, Cloudera & Hortonworks on IaaS
Microsoft Ignite 2016 6/2/2018 9:16 PM Hadoop in Azure MapR, Cloudera & Hortonworks on IaaS HDInsight PaaS based on Hortonworks Data Platform Match cluster type to workloads; Hadoop, Storm, Spark, HBASE, Hive Interactive, Kafka © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

8 Demo - HDInsight Erika Harris Microsoft Ignite 2016 6/2/2018 9:16 PM
© 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

9 6/2/2018 9:16 PM Security © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

10 Securing enterprise data
6/2/2018 9:16 PM Securing enterprise data HDI Data Access User Access Network Access Service Access Perimeter Security Private networks Role Based Access Control to Portal Access & Audit AD Authentication Access and authorization Security log management Data Protection/Integrity Shared Access Signature (eg source data read only) Encryption at rest © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

11 Roles – Service Administration
6/2/2018 9:16 PM Roles – Service Administration Used for separation of duties Different roles Owner Contributor Reader Does not apply access control to nodes or data of a HDI instance Report on access changes through Powershell: \> Get-AzureRMAuthorizationChangeLog © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

12 6/2/2018 9:16 PM Network Access HDI deployed in its own vNet using private IP range which can be an extension of on-prem NSGs provide Layer 3 network filtering Network traffic between Enterprise and Azure within ExpressRoute path Load Balancer and Nodes managed as part of PaaS © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

13 Data Storage Access Use multiple storage accounts to segregate data
6/2/2018 9:16 PM Data Storage Access Use multiple storage accounts to segregate data Shared Access Signature tokens to restrict access RW vs RO IP Filtering Expiry time for temporary access Storage encryption at rest © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

14 Microsoft Ignite 2016 6/2/2018 9:16 PM HDI User Access Domain joined HDI clusters enable user auth via Azure AD Only specified users or groups can log into HDI User Ranger to define user access policies Audit user access and policy modification © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

15 Demo - Ranger Erika Harris Microsoft Ignite 2016 6/2/2018 9:16 PM
© 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

16 6/2/2018 9:16 PM Enterprise © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

17 Integrate with Enterprise process & operations
6/2/2018 9:16 PM Integrate with Enterprise process & operations Automated deployment Configuration Management Integration with test/dev lifecycle and process Lifecycle maintenance Product updates Data backup and retention Business as usual Job submission Cluster scaling Monitoring User experience (Developer, Data Scientist, BI) © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

18 Visual Studio Team Services: DevOps
Azure Tools for Visual Studio Integrated DevOps—Team Build Use Visual Studio Team Services (VSTS) for built in delivery of App Services and Cloud Services Trigger builds from check-ins or schedule Run custom script (e.g., PowerShell, Chef) tasks Visual Studio Eclipse/XCode Code Repository Dev and test in the cloud Use and provision VMs to increase productivity and reduce infrastructure costs and wait time Release Manager Orchestrate Build, Test, and Deploy to multiple environments (Dev, QA, Staging, Prod.) Move and promote complete application (data, config, ...) Promote builds based on custom criteria Works with VSTS, GitHub, Jenkins, and more Application Insights and Hockey App Load Testing Azure Release Management

19 Maintenance Consider HDI as a disposable cluster
Externalise data and meta store from the cluster Re-deploy a cluster to enable updates Externalise management through scripting and automation Backup External meta stores are backed up through the Azure SQL database backup Azure automation runbook to backup blob storage

20 Maintenance – Redeployment
Product updates: Configure HDI with external meta store and storage account Bootstrap new HDI cluster with scripted changes Test the new cluster Destroy the old cluster

21 Where to next? HDI On Demand – Data Factory
Orchestrating Big Data Pipelines with Azure Data Factory [DA332] Monitoring – OMS (Log Analytics) Power Up your Monitoring with OMS Insights and Analytics [INF223] R Server Edge Nodes Analytics Workflows with Microsoft R Server [DA334] PowerBI Power BI for the Enterprise, safely sharing your data [DA313] Polybase PolyBase: T-SQL Reaching Beyond the Database [DA336a]

22 Demo – Config Bootstrap
Microsoft Ignite 2016 6/2/2018 9:16 PM Demo – Config Bootstrap Aaron Morrison © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

23 Session Objectives & Takeaways
6/2/2018 9:16 PM Session Objectives & Takeaways Capabilities Why use Hadoop What business needs will it enable Security How do we protect our enterprise data Integration with Network & Identity Enterprise How do we operationalise this What outcomes have we enabled © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

24 Continue your Ignite learning path
6/2/2018 9:16 PM Continue your Ignite learning path HDInsight Documentation us/documentation/services/hdinsight/ Learning Map us/documentation/articles/hdinsight-learn-map/ Visit Microsoft Virtual Academy for free online training visit Visit Channel 9 to access a wide range of Microsoft training and event recordings Visit Channel 9 to access a wide range of Microsoft training and event recordings © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

25 6/2/2018 9:16 PM Thank you Chat with me in the Speaker Lounge Find me © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.


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