Splunk/Socialize at Hadoop Summit
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Transcript of Splunk/Socialize at Hadoop Summit
Copyright © 2013 Splunk Inc.
Big Data at the Speed of Business
Isaac MosqueraDirector of Mobile, ShareThis
Clint SharpPrincipal Big Data Product Manager, Splunk
Copyright © 2013 Splunk Inc.
What We’ll Talk About
• Our quest for visibility
• Analyzing at scale
• Splunk and Big Data
• Where do you start?
• Q&A
About Splunk
Company (NASDAQ: SPLK)
Founded 2004, first software release in 2006
HQ: San Francisco
Business Model / Products
Industry-leading machine data platform
On-premise, in the cloud and SaaS
5,600+ Customers
63 of the Fortune 100
Largest license: 100 Terabytes per day
#1 Big Data Innovator*
* Fast Company's Most Innovative Companies Issue (March 2013)
About ShareThis and Socialize
ShareThis makes the world more
connected, trusted and valuable through sharing
Powers the social web, touching the lives
of 95 percent of U.S.
Acquires Socialize, which makes mobile
and social more engaging
Socialized integrated into thousands of
iOS and Android Apps
Installed on 80M+ devices
Evaluating 20 Billion Ad Impressions Monthly
Copyright © 2013 Splunk Inc.
Copyright © 2013 Splunk Inc.
Copyright © 2013 Splunk Inc.
Copyright © 2013 Splunk Inc.
Copyright © 2013 Splunk Inc.
Copyright © 2013 Splunk Inc.
Copyright © 2013 Splunk Inc.
Final Architecture
RDBMS (Generated
Reports)S3
Snapshots
SearchHead
Socialize Bidder
Splunk
Indexer
Indexer
Indexer
Cache Cluster
Memcache Memcache Memcache
So, What is Splunk?
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Expanding Universe of Data Sources
Machine-generated DataBusiness Application Data Human-generated Data
Highly Structured Arbitrarily Structured
2012-12-05 07:04:44
Id=00Q000000Rd910EAJ City=New York
Country=US CreatedDate=“2012-12-05
07:06:44” [email protected]
Email_Opt_In_c Customer_Street
_Address_c=“123 Main St.”purchased_product_id=
product_i BD-01 twitter_username
john_t_doe
Industry Leading Platform for Machine Data
Any Machine Data Operational Intelligence
HA Indexes and Storage
CommodityServers
DeveloperPlatform
Custom dashboards
Monitor and alert
Ad hoc search
Report and analyze
Analyzing Heterogeneous Data
Universal Index Schema-on-the-fly Flexibility and Fast Time to Value
• No data normalization
• Automatically handles timestamps
• Parsers not required
• Index every term & pattern “blindly”
• No attempt to “understand” up front
• Structure applied at search-time
• No brittle schema to work around
• Automatically find transactions, patterns and trends
• Normalization as it’s needed
• Faster implementation
• Easy search language
• Multiple views into the same data
Gain Critical Insights … in Real-timeOrder ID
Customer’s Tweet
Time Waiting On Hold
Product ID
Company’s Name
Sources
Care IVR
Middleware Error
Order Processing
Order ID
Customer ID
Twitter ID
Customer ID
Customer ID
Deep Visibility and Insight for IT and Business
IT Operations Management Web Intelligence
Business AnalyticsApplication Management
Security and Compliance Industrial Data / Internet of Things
Over 5,600 organizations using Splunk across IT and business users
Driving Insights
from Big Data
Hadoop
The ShareThis Insights Platform
On Father’s day:“Who were the most shared about topics?”“What type of type of beers do people drink?”
API ETL Pre-aggregation
Analytics
?
Finding the Optimal Approach
Hadoop and MapReduce are great for complex data science on data at rest – the previous architecture took 9 months with a team of engineers, data architects, etc.
The Splunk platform delivers real-time, interactive analysis –we can build many of the same insights within 1 hour
What should be the core focus or competency of your team?
Conclusion: find the most optimal approach for the business
What About Ad Hoc Analysis?
PR Insights Example
What was the situation? (e.g. fast moving business, needed real-time insights)
What was the PR team struggling with? Difficult to find useful data to build interesting use-cases
What did they want? They wanted a flexible real-time reporting environment to extract insights useful for the market
How my team helped? Delivered a single dashboard that contained real-time data into the sharing behaviors across our network
PR Insights Dashboard
Let’s not forgetThe low-hanging fruit
Operational Analytics for an Online World
website
API Notification
Google (GCM)
FeedbackProcessor
Apple (APNS)
? !
Notifications Systems
Driving Superior Customer Experience
How many 500 errors have I had over time?
Look for anomalies and spikes!
Zone in directly to the customer!!
Online Device Notifications
One More Thing …
28
Copyright © 2013 Splunk Inc.
New product from Splunkdelivers interactive data exploration, analysis and visualizations for Hadoop
Announcing Hunk BetaSplunk Analytics for Hadoop
Derive Actionable Insights from Raw Data
HadoopStorage
Immediately start exploring, analyzing and visualizing raw data in Hadoop
1 2Point Splunk at Hadoop Cluster
Explore Analyze Visualize Dashboards Share
Learn More
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splunk.com/bigdata
Copyright © 2013 Splunk Inc.
Questions?