Presentation is loading. Please wait.

Presentation is loading. Please wait.

Insight & Analytics Deep Dive

Similar presentations


Presentation on theme: "Insight & Analytics Deep Dive"— Presentation transcript:

1 Insight & Analytics Deep Dive
WPC 2015 7/17/2018 6:15 AM Any cloud Insight & Analytics Deep Dive L300 Any platform © 2015 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

2 Operational excellence with Insight & Analytics
COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT In a highly competitive world, organizations want to drive innovation faster to market To support this need for speed, they have to

3 Simple and unified experience
Fast troubleshoot and auto remediate Simple and unified experience Gain immediate insight

4 Simple and unified experience
Challenges Individual monitoring Platform and Application monitoring tool Individual monitoring Network monitoring tool Security analysis tool Individual monitoring On premises datacenter Application data Platform data Network data Hosters Individual monitoring Security data

5 Simple and unified experience
Solution Security analysis Platform and Application monitoring Network Application data Platform data Network data Security data Individual monitoring Platform and Application monitoring tool Security analysis tool Network IT Operational excellence Problem: Challenging to gain a unified experience as an IT admin due to multiple tools for different clouds and platforms, residing in distributed locations and services. Solution: Single pane of control to gain insight across multiple different sources and solutions. Hosters

6 Simple and unified experience
COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Expand your enterprise management with a consistent experience Single platform for overall management Access anywhere with a consistent user experience Leverage existing management platform Connect with all OMS capabilities within a single dashboard Single pane of control for configuration, automation, monitor, protect, security Leverage existing management platform (No rip and replace) System Center, Zabbix, Nagios integration OMS Gateway Forward custom logs Access anywhere with the same look and feel through your mobile Mobile application for iPhone, Android and Windows Phone Consistent user experience across OMS and Azure services Single pane of control Unified experience Integrate with existing systems Connect with isolated resources Control from anywhere Consistent user interface

7 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Single platform for overall management Single pane of control for log analytics, automation, back up, site recovery and security Unified experience to manage your resources in public, private cloud as well as traditional datacenters

8 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Windows agents Log Analytics Automation Site Recovery Backup SCOM Linux / FluentD Operations Management Suite REST Collection API Sample list of log/metrics that OMS collects: Custom Application/Infra logs Windows event logs Window performance counters Security Event Logs IIS Logs ETW logs Azure Diagnostics SaaS services O365 Azure Storage / Azure Diagnostics Event Hub Log Stash

9 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Windows agents Operations Management Suite Connect to Windows computers in your on-premises infrastructure directly to OMS workspaces by using a customized version of the Microsoft Monitoring Agent (MMA).

10 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT SCOM Operations Management Suite Integrate Operations Manager with your OMS workspace to: Continue monitoring the health of your IT services with Operations Manager Maintain integration with your ITSM solutions supporting incident and problem management Manage the lifecycle of agents deployed to on-premises and public cloud IaaS virtual machines that you monitor with Operations Manager

11 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Linux / FluentD Operations Management Suite Collect and act on data generated from Linux computers. Adding data collected from Linux to OMS allows you to manage Linux systems and container solutions like Docker regardless of where your computers are located—virtually anywhere. OMI Server (CIM Server) Providers Operating System Apache MySQL Containers syslog Nagios Zabbix OMS Service Linux Computer omsconfig (DSC) PS DSC Firewall/proxy Upload data (HTTPS) Pull configuration (https) omsagent (FluentD) Docker

12 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Linux / FluentD Operations Management Suite Supported Linux platform 5.x 32/64-bit 6.x 32/64-bit 7.x 64-bit alpha beta stable 6.x 32/64-bit 7.x 32/64-bit 8.x 32/64-bit 12.x 32/64-bit 14.x 32/64-bit 15.x 32/64-bit 16.x 32/64-bit 10.x 32/64-bit 11.x 32/64-bit 12.x 64-bit

13 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT REST Collection API Operations Management Suite Leverage REST collection API to ingest custom data to Operations Management Suite Post json document to HTTPS endpoint Ensure json is flattened and not nested $json [{ "slot_ID“ : 12345,    "ID“ : "5cdad72f-c848-4df0-8aaa-ffe033e75d57",    "availability_Value": 100,    "measurement_Name“ : "last_one_hour",    "duration“ : 3600,    "ExecutionTime“ : " T20:00:00.625Z" }, {   … }] Authenticated using workspace key to hash content API Log Search API Create, manage and run searches Alert API Create and manage alerts Powershell Log Analytics cmdlets Nouns ComputerGroup IntelligencePacks (solutions) LinkTargets SavedSearch SavedSearchResults StorageInsights Workspace WorkspaceManagementGroups WorkspaceSharedKeys WorkspaceUsage OMS Linux agent (Syslog using fluentd and collectd) Use collectd to bring metrics into OMS Log Analytics Linux and Docker management Monitor VMWare using OMS Log Analytics (custom logs) HTTP Ingestion API Documentation Use your favorite language Client-side bindings for c#, .NET, node js, Powershell, python Custom data into OMS Log Analytics

14 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Leverage existing management platform Do not rip and replace by leveraging your management platform such as System Center, Zabbix or Nagios Operations Management Suite Gateway to connect with isolated environment

15 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Collect alerts from Operations Manager To collect alerts from Operations Manager, you will need to On the Operations Management Suite Onboarding Wizard: associate with your OMS subscription If you have more than one workspace, select the workspace you want to register with the Operations Manager management group from the drop-down list, and then click Next.

16 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Collect alerts from Nagios and Zabbix To collect alerts from Nagios and Zabbix, you will need to Grant the user omsagent read access to the Nagios log file Modify the omsagent.confconfiguration file (/etc/opt/microsoft/omsagent/conf/omsagent.conf). Restart the omsagent daemon

17 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Access anywhere with a consistent user experience Control from anywhere with iOS, Android and Windows Phone. Consistent user interface across Operations Management Suite and Azure services

18 Fast troubleshoot and auto remediate
Simple and unified experience Gain immediate insight

19 Gain immediate insight
Challenges Security analysis Platform and Application monitoring Network Business owners? Application owners? Problem: Challenging to gain a unified experience as an IT admin due to multiple tools for different clouds and platforms, residing in distributed locations and services. Solution: Single pane of control to gain insight across multiple different sources and solutions. Infrastructure owners?

20 Gain immediate insight
Solution Intelligence Engine Business owners Application owners Problem: Challenging to gain a unified experience as an IT admin due to multiple tools for different clouds and platforms, residing in distributed locations and services. Solution: Single pane of control to gain insight across multiple different sources and solutions. Infrastructure owners

21 Gain immediate insight
COLLECT AND INDEX DATA SEARCH AND INVESTIGATE MONITOR AND ALERT MONITOR AND ALERT UNIFIED EXPERIENCE Provide an immediate insight for your hybrid environment based on trusted sources. CORRELATE AND ANALYZE VISUALIZE AND REPORT Experienced sources of insight Analyze petabytes of data from the cloud Quick data collection Automatic data collection Custom log collection Single source of truth Experienced and trusted insight Infrastructure free Business insight

22 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Quick data collection Automatic end point data selection and collection Custom log collection including Windows and Linux

23 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Automatic data selection and collection Log Analytics collects data from the Connected Sources in your OMS workspace and stores it in OMS repository. The data that is collected from each is defined by the Data Sources that you configure. Data in the OMS repository is stored as a set of records. Each data source creates records of a particular type with each type having its own set of properties

24 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Custom log collection Logs data source in Log Analytics allows you to collect events from text files on both Windows and Linux computers. Many applications log information to text files instead of standard logging services such as Windows Event log or Syslog. Once collected, you can parse each record in the log into individual fields using the Custom Fields feature of Log Analytics.

25 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Gain immediate insight from containers Containers are lightweight, pared-down virtual machines that can be easily provisioned, developers have created them sporadically as a solution to support their continuous delivery. As containers are being used widely in production and are exploding in numbers, demand for container monitoring has increased. A centralized approach to logging and monitoring is required. OMS Container Solution for Linux helps with these needs.

26 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Gain immediate insight from containers With the OMS Container Solution, you’ll be able to: Centralize and correlate millions of logs from Docker containers at scale See real-time information about Container status, image, and affinity Quickly diagnose “noisy neighbor” containers that can cause problems on Container hosts Retrieve, visualize, and monitor CPU, memory, storage, and network usage with 10-second real-time performance metrics View detailed and secure audit trail of all Docker actions on Container hosts Two types of installation methods to support different operating system types, such as CoreOS.

27 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Experienced sources of insight Correlate and analyze through Knowledge obtained by the trusted source such as product team, support team, MSIT, Digital Crime Unit Single source of truth, gathering data from public cloud, private cloud, traditional datacenters

28 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions Log Analytics solutions are a collection of logic, visualization and data acquisition rules that provide metrics pivoted around a particular problem area.

29 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions Data collection details for OMS features and solutions

30 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions Data collection details for OMS features and solutions

31 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions: VMware Monitoring Aggregate all the ESXi Host logs in any location to a centralized repository for insightful analysis and monitoring. The solution consolidates and parses logs into a comprehensive dashboard which help monitor, alert, and quickly analyze the ESXi Host and VM activities. VMware ESXi Servers Provide Visualization Dashboard Monitor Event, Warning, Failure Provides deep Log Analysis with search and trending Assist Alerting VM Activities ESXi Events ESXi Failure SCSI/Disk Status and Error

32 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions Example of JSON for Solution document { "name":“MySolution", "location":"eastus", "properties": {                 "sourceLink": { "contentUrl":" "solutionVersion":"1.0.0." }  "managedResources":[{ "key":"Microsoft.Automation/AutomationAccount", "resourceGroupName":"rg1", "templateLink": { "uri": " "contentVersion": " " }, }, { }], "referencedResources":[ { "id":”resourceGroups/{rgName}/providers/Microsoft.Automation/automationAccount/{accountName}/credentials/{credName}”, }, { } }

33 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions ecosystem example: AWS monitoring What problem are you solving Enterprise customers want access to Azure and AWS monitoring information in one place Is your solution specific to a technology or broadly applied Specific to AWS Cloudwatch (which gets data for all AWS resources) What lifecycle areas are you addressing Focus on monitoring Which OMS Services fit your needs Log Analytics initially Runbooks and alerts in phase 2 Data read from Amazon Cloudwatch API Which specific artifacts will you compose Saved searches Views (custom data source via API – artifact is work-in-progress) Are you targeting Marketplace or Community (github) Publish to Github as open source to provide an example to partners

34 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions ecosystem example: AWS monitoring

35 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions ecosystem example: AWS monitoring Customers install a VM instance OMS Ingestion API AWS CW API Ruby binding Python binding PS binding C# binding OMS FluentD Agent AWS I/P plugin AWS transform plugin OMS O/P plugin JS Java Enables testing of AWS value prop with preview customers. Open source contribution credits * Requires customers to standup infra to host the CW agent

36 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions ecosystem example: AWS monitoring Simply Authorize AWS to send data to OMS (no infra) AWS CW API Ingestion API OMS CW Azure Function CW Azure Automation CW Lambda Integration Service GA architecture. Sweetspot - customers with <1000 servers * Straight connection from one SaaS service to OMS

37 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Solutions ecosystem example: AWS monitoring Simply authorize AWS to send data to OMS (no infra) – High Volume AWS CW API Ingestion API OMS CW Web Service Integration Service GA architecture. Sweetspot - customers with >1000 servers * Straight connection from one SaaS service to OMS

38 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Analyze petabytes of data from the cloud Infrastructure free, management as a service On the fly metrics aggregation PowerBI integration

39 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT View designer Create visual tiles based on searches Assemble tiles on a dashboard Visualize your data your way visualize-your-data-your-way/ Use OMS View Designer for SQL Server monitoring sql-server-monitoring/ Customize your metrics chart visualization in OMS chart-visualization-in-oms/ View Designer editing Overview Tile to show custom service’s front-end custom events and performance data

40 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT View designer Create visual tiles based on searches Assemble tiles on a dashboard Visualize your data your way visualize-your-data-your-way/ Use OMS View Designer for SQL Server monitoring sql-server-monitoring/ Customize your metrics chart visualization in OMS chart-visualization-in-oms/ Complete with metrics visualized in line charts, distributions of event levels for my service, and the amount of data getting for both types of events. Each visualization can drill down into OMS Log search.

41 Fast troubleshoot and auto remediate
Simple and unified experience Gain immediate insight

42 Fast troubleshoot and auto remediate
Challenges Security analysis Platform and Application monitoring Network Problem: Challenging to gain a unified experience as an IT admin due to multiple tools for different clouds and platforms, residing in distributed locations and services. Solution: Single pane of control to gain insight across multiple different sources and solutions. Too many alerts Unclear with remediation Manual process

43 Fast troubleshoot and auto remediate
Solution Security analysis Platform and Application monitoring Network Filter alerts Professional knowledge Specific search alert Community based Problem: Challenging to gain a unified experience as an IT admin due to multiple tools for different clouds and platforms, residing in distributed locations and services. Solution: Single pane of control to gain insight across multiple different sources and solutions. Automated process Problem solved

44 Fast troubleshoot and auto remediate
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT MONITOR AND ALERT Solve issues as quickly as possible in an automated fashion to improve your SLA CORRELATE AND ANALYZE Community based automation Auto remediate Identify root cause with powerful search Leverage PowerShell community for automating via PowerShell based runbooks Leverage automation from the cloud Connect existing alerts to auto remediate Powerful search Alert notification

45 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Identify root cause with powerful search Powerful search Alert notification

46 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Alert management

47 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Alert management

48 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Alert management

49 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Alert management

50 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Alert management

51 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Alert management

52 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Community based automation Leverage PowerShell community for automating via PowerShell based runbooks

53 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Community based runbooks Automate your task based on community gallery

54 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Auto remediate Leverage automation from the cloud Connect existing alerts to auto remediate

55 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Auto remediate based on alerts Automate your task based on community gallery

56 SEARCH AND INVESTIGATE
UNIFIED EXPERIENCE COLLECT AND INDEX DATA SEARCH AND INVESTIGATE CORRELATE AND ANALYZE VISUALIZE AND REPORT MONITOR AND ALERT Auto remediate based on alerts Setup alert rule to trigger automated task

57 What we’ve learned Fast troubleshoot and auto remediate
Simple and unified experience Gain immediate insight Single platform Leverage existing platforms Access anywhere Quick data collection Trusted insight Petabytes of data Identify root cause Community based automation Auto remediate

58 © 2016 Microsoft Corporation. All rights reserved
© 2016 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.


Download ppt "Insight & Analytics Deep Dive"

Similar presentations


Ads by Google