SlideShare a Scribd company logo
1 of 27
© Hortonworks Inc. 2015
Protecting Enterprise Data
in Apache Hadoop
April 2016
Page 1
Owen O’Malley
owen@hortonworks.com
@owen_omalley
© Hortonworks Inc. 2015
Security
Page 2
© Hortonworks Inc. 2015
Security Architecture
Page 3
© Hortonworks Inc. 2015
Attack Vectors
Page 4
© Hortonworks Inc. 2015
Attack Vectors
Page 5
© Hortonworks Inc. 2015
Threat: Accidental Damage
Page 6
© Hortonworks Inc. 2015
Threat: Remote Access
Page 7
© Hortonworks Inc. 2015
Threat: Eavesdropping
Page 8
© Hortonworks Inc. 2015
Threat: User accesses private data
Page 9
© Hortonworks Inc. 2015
Threat: Physical access
Page 10
© Hortonworks Inc. 2015
Threat: Hadoop Admin in Cluster
Page 11
© Hortonworks Inc. 2015
HDFS Encryption
Page 12
© Hortonworks Inc. 2015
KeyProvider API
Page 13
© Hortonworks Inc. 2015
Encryption Scheme
Page 14
© Hortonworks Inc. 2015
Original Hive Architecture
Page 15
© Hortonworks Inc. 2015
Threat: User Accesses DB directly
Page 16
© Hortonworks Inc. 2015
Hive Architecture with Metastore
Page 17
© Hortonworks Inc. 2015
Threat: User Deletes Hive tables
Page 18
© Hortonworks Inc. 2015
Hive Architecture with Storage-Based Auth
Page 19
© Hortonworks Inc. 2015
Threat: User reads private columns
Page 20
© Hortonworks Inc. 2015
Hive Architecture with Hive Server 2
Page 21
© Hortonworks Inc. 2015
Threat: User reads private columns
Page 22
© Hortonworks Inc. 2015
ORC File Layout
Page 23
File Footer
Postscript
Index Data
Row Data
Stripe Footer
256MBStripe
Index Data
Row Data
Stripe Footer
256MBStripe
Index Data
Row Data
Stripe Footer
256MBStripe
Column 1
Column 2
Column 7
Column 8
Column 3
Column 6
Column 4
Column 5
Column 1
Column 2
Column 7
Column 8
Column 3
Column 6
Column 4
Column 5
Stream 2.1
Stream 2.2
Stream 2.3
Stream 2.4
© Hortonworks Inc. 2015
Threat: User reads hidden values
Page 24
© Hortonworks Inc. 2015
Threat: Shadow Security
Page 25
© Hortonworks Inc. 2015
Resources
Page 26
© Hortonworks Inc. 2015
Thank You!
Page 27

More Related Content

What's hot

Hortonworks Technical Workshop: HDP everywhere - cloud considerations using...
Hortonworks Technical Workshop:   HDP everywhere - cloud considerations using...Hortonworks Technical Workshop:   HDP everywhere - cloud considerations using...
Hortonworks Technical Workshop: HDP everywhere - cloud considerations using...Hortonworks
 
Deep learning on yarn running distributed tensorflow etc on hadoop cluster v3
Deep learning on yarn  running distributed tensorflow etc on hadoop cluster v3Deep learning on yarn  running distributed tensorflow etc on hadoop cluster v3
Deep learning on yarn running distributed tensorflow etc on hadoop cluster v3DataWorks Summit
 
Mission to NARs with Apache NiFi
Mission to NARs with Apache NiFiMission to NARs with Apache NiFi
Mission to NARs with Apache NiFiHortonworks
 
Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...
Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...
Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...DataWorks Summit
 
Intelligently Collecting Data at the Edge - Intro to Apache MiNiFi
Intelligently Collecting Data at the Edge - Intro to Apache MiNiFiIntelligently Collecting Data at the Edge - Intro to Apache MiNiFi
Intelligently Collecting Data at the Edge - Intro to Apache MiNiFiDataWorks Summit
 
What the #$* is a Business Catalog and why you need it
What the #$* is a Business Catalog and why you need it What the #$* is a Business Catalog and why you need it
What the #$* is a Business Catalog and why you need it DataWorks Summit/Hadoop Summit
 
S3Guard: What's in your consistency model?
S3Guard: What's in your consistency model?S3Guard: What's in your consistency model?
S3Guard: What's in your consistency model?Hortonworks
 
Intro to Spark with Zeppelin
Intro to Spark with ZeppelinIntro to Spark with Zeppelin
Intro to Spark with ZeppelinHortonworks
 
Manage democratization of the data - Data Replication in Hadoop
Manage democratization of the data - Data Replication in HadoopManage democratization of the data - Data Replication in Hadoop
Manage democratization of the data - Data Replication in HadoopDataWorks Summit
 
Fortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache Knox
Fortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache KnoxFortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache Knox
Fortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache KnoxDataWorks Summit
 
Log Analytics Optimization
Log Analytics OptimizationLog Analytics Optimization
Log Analytics OptimizationHortonworks
 
Best Practices for Enterprise User Management in Hadoop Environment
Best Practices for Enterprise User Management in Hadoop EnvironmentBest Practices for Enterprise User Management in Hadoop Environment
Best Practices for Enterprise User Management in Hadoop EnvironmentDataWorks Summit/Hadoop Summit
 
How to Use Apache Zeppelin with HWX HDB
How to Use Apache Zeppelin with HWX HDBHow to Use Apache Zeppelin with HWX HDB
How to Use Apache Zeppelin with HWX HDBHortonworks
 
Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...
Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...
Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...DataWorks Summit/Hadoop Summit
 
A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...
A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...
A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...Hortonworks
 
Successes, Challenges, and Pitfalls Migrating a SAAS business to Hadoop
Successes, Challenges, and Pitfalls Migrating a SAAS business to HadoopSuccesses, Challenges, and Pitfalls Migrating a SAAS business to Hadoop
Successes, Challenges, and Pitfalls Migrating a SAAS business to HadoopDataWorks Summit/Hadoop Summit
 
Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...
Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...
Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...DataWorks Summit
 
Hadoop Operations - Past, Present, and Future
Hadoop Operations - Past, Present, and FutureHadoop Operations - Past, Present, and Future
Hadoop Operations - Past, Present, and FutureDataWorks Summit
 

What's hot (20)

Hortonworks Technical Workshop: HDP everywhere - cloud considerations using...
Hortonworks Technical Workshop:   HDP everywhere - cloud considerations using...Hortonworks Technical Workshop:   HDP everywhere - cloud considerations using...
Hortonworks Technical Workshop: HDP everywhere - cloud considerations using...
 
Deep learning on yarn running distributed tensorflow etc on hadoop cluster v3
Deep learning on yarn  running distributed tensorflow etc on hadoop cluster v3Deep learning on yarn  running distributed tensorflow etc on hadoop cluster v3
Deep learning on yarn running distributed tensorflow etc on hadoop cluster v3
 
Mission to NARs with Apache NiFi
Mission to NARs with Apache NiFiMission to NARs with Apache NiFi
Mission to NARs with Apache NiFi
 
Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...
Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...
Its Finally Here! Building Complex Streaming Analytics Apps in under 10 min w...
 
Intelligently Collecting Data at the Edge - Intro to Apache MiNiFi
Intelligently Collecting Data at the Edge - Intro to Apache MiNiFiIntelligently Collecting Data at the Edge - Intro to Apache MiNiFi
Intelligently Collecting Data at the Edge - Intro to Apache MiNiFi
 
What the #$* is a Business Catalog and why you need it
What the #$* is a Business Catalog and why you need it What the #$* is a Business Catalog and why you need it
What the #$* is a Business Catalog and why you need it
 
S3Guard: What's in your consistency model?
S3Guard: What's in your consistency model?S3Guard: What's in your consistency model?
S3Guard: What's in your consistency model?
 
Creating the Internet of Your Things
Creating the Internet of Your ThingsCreating the Internet of Your Things
Creating the Internet of Your Things
 
Intro to Spark with Zeppelin
Intro to Spark with ZeppelinIntro to Spark with Zeppelin
Intro to Spark with Zeppelin
 
Manage democratization of the data - Data Replication in Hadoop
Manage democratization of the data - Data Replication in HadoopManage democratization of the data - Data Replication in Hadoop
Manage democratization of the data - Data Replication in Hadoop
 
Fortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache Knox
Fortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache KnoxFortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache Knox
Fortifying Multi-Cluster Hybrid Cloud Data Lakes using Apache Knox
 
Log Analytics Optimization
Log Analytics OptimizationLog Analytics Optimization
Log Analytics Optimization
 
Best Practices for Enterprise User Management in Hadoop Environment
Best Practices for Enterprise User Management in Hadoop EnvironmentBest Practices for Enterprise User Management in Hadoop Environment
Best Practices for Enterprise User Management in Hadoop Environment
 
How to Use Apache Zeppelin with HWX HDB
How to Use Apache Zeppelin with HWX HDBHow to Use Apache Zeppelin with HWX HDB
How to Use Apache Zeppelin with HWX HDB
 
Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...
Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...
Dancing Elephants - Efficiently Working with Object Stories from Apache Spark...
 
A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...
A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...
A Comprehensive Approach to Building your Big Data - with Cisco, Hortonworks ...
 
Successes, Challenges, and Pitfalls Migrating a SAAS business to Hadoop
Successes, Challenges, and Pitfalls Migrating a SAAS business to HadoopSuccesses, Challenges, and Pitfalls Migrating a SAAS business to Hadoop
Successes, Challenges, and Pitfalls Migrating a SAAS business to Hadoop
 
Apache deep learning 101
Apache deep learning 101Apache deep learning 101
Apache deep learning 101
 
Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...
Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...
Hortonworks Open Connected Data Platforms for IoT and Predictive Big Data Ana...
 
Hadoop Operations - Past, Present, and Future
Hadoop Operations - Past, Present, and FutureHadoop Operations - Past, Present, and Future
Hadoop Operations - Past, Present, and Future
 

Viewers also liked

The key to unlocking the Value in the IoT? Managing the Data!
The key to unlocking the Value in the IoT? Managing the Data!The key to unlocking the Value in the IoT? Managing the Data!
The key to unlocking the Value in the IoT? Managing the Data!DataWorks Summit/Hadoop Summit
 
Overview of Apache Flink: the 4G of Big Data Analytics Frameworks
Overview of Apache Flink: the 4G of Big Data Analytics FrameworksOverview of Apache Flink: the 4G of Big Data Analytics Frameworks
Overview of Apache Flink: the 4G of Big Data Analytics FrameworksDataWorks Summit/Hadoop Summit
 
Using a Data Lake at the core of a Life Assurance business
Using a Data Lake at the core of a Life Assurance businessUsing a Data Lake at the core of a Life Assurance business
Using a Data Lake at the core of a Life Assurance businessDataWorks Summit/Hadoop Summit
 
Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...
Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...
Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...DataWorks Summit/Hadoop Summit
 
Hadoop in the Cloud: Real World Lessons from Enterprise Customers
Hadoop in the Cloud: Real World Lessons from Enterprise CustomersHadoop in the Cloud: Real World Lessons from Enterprise Customers
Hadoop in the Cloud: Real World Lessons from Enterprise CustomersDataWorks Summit/Hadoop Summit
 
Apache Phoenix and HBase: Past, Present and Future of SQL over HBase
Apache Phoenix and HBase: Past, Present and Future of SQL over HBaseApache Phoenix and HBase: Past, Present and Future of SQL over HBase
Apache Phoenix and HBase: Past, Present and Future of SQL over HBaseDataWorks Summit/Hadoop Summit
 

Viewers also liked (20)

The Future of Apache Storm
The Future of Apache StormThe Future of Apache Storm
The Future of Apache Storm
 
Data Process Systems, connecting everything
Data Process Systems, connecting everythingData Process Systems, connecting everything
Data Process Systems, connecting everything
 
The key to unlocking the Value in the IoT? Managing the Data!
The key to unlocking the Value in the IoT? Managing the Data!The key to unlocking the Value in the IoT? Managing the Data!
The key to unlocking the Value in the IoT? Managing the Data!
 
Log I am your father
Log I am your fatherLog I am your father
Log I am your father
 
A Continuously Deployed Hadoop Analytics Platform?
A Continuously Deployed Hadoop Analytics Platform?A Continuously Deployed Hadoop Analytics Platform?
A Continuously Deployed Hadoop Analytics Platform?
 
Cooperative Data Exploration with iPython Notebook
Cooperative Data Exploration with iPython NotebookCooperative Data Exploration with iPython Notebook
Cooperative Data Exploration with iPython Notebook
 
Powering a Virtual Power Station with Big Data
Powering a Virtual Power Station with Big DataPowering a Virtual Power Station with Big Data
Powering a Virtual Power Station with Big Data
 
The Heterogeneous Data lake
The Heterogeneous Data lakeThe Heterogeneous Data lake
The Heterogeneous Data lake
 
Hadoop Everywhere
Hadoop EverywhereHadoop Everywhere
Hadoop Everywhere
 
NLP Structured Data Investigation on Non-Text
NLP Structured Data Investigation on Non-TextNLP Structured Data Investigation on Non-Text
NLP Structured Data Investigation on Non-Text
 
Practical advice to build a data driven company
Practical advice to build a data driven companyPractical advice to build a data driven company
Practical advice to build a data driven company
 
Hadoop Platform at Yahoo
Hadoop Platform at YahooHadoop Platform at Yahoo
Hadoop Platform at Yahoo
 
Overview of Apache Flink: the 4G of Big Data Analytics Frameworks
Overview of Apache Flink: the 4G of Big Data Analytics FrameworksOverview of Apache Flink: the 4G of Big Data Analytics Frameworks
Overview of Apache Flink: the 4G of Big Data Analytics Frameworks
 
Using a Data Lake at the core of a Life Assurance business
Using a Data Lake at the core of a Life Assurance businessUsing a Data Lake at the core of a Life Assurance business
Using a Data Lake at the core of a Life Assurance business
 
Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...
Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...
Implementing the Business Catalog in the Modern Enterprise: Bridging Traditio...
 
Hadoop in the Cloud: Real World Lessons from Enterprise Customers
Hadoop in the Cloud: Real World Lessons from Enterprise CustomersHadoop in the Cloud: Real World Lessons from Enterprise Customers
Hadoop in the Cloud: Real World Lessons from Enterprise Customers
 
Architecting a multi-tenanted platform
Architecting a multi-tenanted platform Architecting a multi-tenanted platform
Architecting a multi-tenanted platform
 
Hadoop in Healthcare Systems
Hadoop in Healthcare SystemsHadoop in Healthcare Systems
Hadoop in Healthcare Systems
 
Apache Phoenix and HBase: Past, Present and Future of SQL over HBase
Apache Phoenix and HBase: Past, Present and Future of SQL over HBaseApache Phoenix and HBase: Past, Present and Future of SQL over HBase
Apache Phoenix and HBase: Past, Present and Future of SQL over HBase
 
Ingest and Stream Processing - What will you choose?
Ingest and Stream Processing - What will you choose?Ingest and Stream Processing - What will you choose?
Ingest and Stream Processing - What will you choose?
 

Similar to Protecting Enterprise Data in Apache Hadoop

Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopDataWorks Summit
 
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopOwen O'Malley
 
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopHortonworks
 
ORC Column Encryption
ORC Column EncryptionORC Column Encryption
ORC Column EncryptionOwen O'Malley
 
Bring your Service to YARN
Bring your Service to YARNBring your Service to YARN
Bring your Service to YARNDataWorks Summit
 
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUGReal-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUGskumpf
 
Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015Mac Moore
 
Can Containers be Secured in a PaaS?
Can Containers be Secured in a PaaS?Can Containers be Secured in a PaaS?
Can Containers be Secured in a PaaS?Tom Kranz
 
Can Containers be secured in a PaaS?
Can Containers be secured in a PaaS?Can Containers be secured in a PaaS?
Can Containers be secured in a PaaS?Tom Kranz
 
Hortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptxHortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptxHortonworks
 
6 Most Surprising SharePoint Security Risks
6 Most Surprising SharePoint Security Risks6 Most Surprising SharePoint Security Risks
6 Most Surprising SharePoint Security RisksImperva
 
A First-Hand Look at What's New in HDP 2.3
A First-Hand Look at What's New in HDP 2.3 A First-Hand Look at What's New in HDP 2.3
A First-Hand Look at What's New in HDP 2.3 DataWorks Summit
 
Storm Demo Talk - Denver Apr 2015
Storm Demo Talk - Denver Apr 2015Storm Demo Talk - Denver Apr 2015
Storm Demo Talk - Denver Apr 2015Mac Moore
 
Authoring and Hosting Applications on YARN using Slider
Authoring and Hosting Applications on YARN using SliderAuthoring and Hosting Applications on YARN using Slider
Authoring and Hosting Applications on YARN using SliderDataWorks Summit
 
Internet of things Crash Course Workshop
Internet of things Crash Course WorkshopInternet of things Crash Course Workshop
Internet of things Crash Course WorkshopDataWorks Summit
 
Internet of Things Crash Course Workshop at Hadoop Summit
Internet of Things Crash Course Workshop at Hadoop SummitInternet of Things Crash Course Workshop at Hadoop Summit
Internet of Things Crash Course Workshop at Hadoop SummitDataWorks Summit
 
Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks Data In Motion Webinar Series Pt. 2Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks Data In Motion Webinar Series Pt. 2Hortonworks
 

Similar to Protecting Enterprise Data in Apache Hadoop (20)

Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
 
Data protection2015
Data protection2015Data protection2015
Data protection2015
 
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
 
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
 
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache HadoopProtecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
 
Protecting Enterprise Data In Apache Hadoop
Protecting Enterprise Data In Apache HadoopProtecting Enterprise Data In Apache Hadoop
Protecting Enterprise Data In Apache Hadoop
 
ORC Column Encryption
ORC Column EncryptionORC Column Encryption
ORC Column Encryption
 
Bring your Service to YARN
Bring your Service to YARNBring your Service to YARN
Bring your Service to YARN
 
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUGReal-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
 
Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015
 
Can Containers be Secured in a PaaS?
Can Containers be Secured in a PaaS?Can Containers be Secured in a PaaS?
Can Containers be Secured in a PaaS?
 
Can Containers be secured in a PaaS?
Can Containers be secured in a PaaS?Can Containers be secured in a PaaS?
Can Containers be secured in a PaaS?
 
Hortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptxHortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptx
 
6 Most Surprising SharePoint Security Risks
6 Most Surprising SharePoint Security Risks6 Most Surprising SharePoint Security Risks
6 Most Surprising SharePoint Security Risks
 
A First-Hand Look at What's New in HDP 2.3
A First-Hand Look at What's New in HDP 2.3 A First-Hand Look at What's New in HDP 2.3
A First-Hand Look at What's New in HDP 2.3
 
Storm Demo Talk - Denver Apr 2015
Storm Demo Talk - Denver Apr 2015Storm Demo Talk - Denver Apr 2015
Storm Demo Talk - Denver Apr 2015
 
Authoring and Hosting Applications on YARN using Slider
Authoring and Hosting Applications on YARN using SliderAuthoring and Hosting Applications on YARN using Slider
Authoring and Hosting Applications on YARN using Slider
 
Internet of things Crash Course Workshop
Internet of things Crash Course WorkshopInternet of things Crash Course Workshop
Internet of things Crash Course Workshop
 
Internet of Things Crash Course Workshop at Hadoop Summit
Internet of Things Crash Course Workshop at Hadoop SummitInternet of Things Crash Course Workshop at Hadoop Summit
Internet of Things Crash Course Workshop at Hadoop Summit
 
Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks Data In Motion Webinar Series Pt. 2Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks Data In Motion Webinar Series Pt. 2
 

More from DataWorks Summit/Hadoop Summit

Unleashing the Power of Apache Atlas with Apache Ranger
Unleashing the Power of Apache Atlas with Apache RangerUnleashing the Power of Apache Atlas with Apache Ranger
Unleashing the Power of Apache Atlas with Apache RangerDataWorks Summit/Hadoop Summit
 
Enabling Digital Diagnostics with a Data Science Platform
Enabling Digital Diagnostics with a Data Science PlatformEnabling Digital Diagnostics with a Data Science Platform
Enabling Digital Diagnostics with a Data Science PlatformDataWorks Summit/Hadoop Summit
 
Double Your Hadoop Performance with Hortonworks SmartSense
Double Your Hadoop Performance with Hortonworks SmartSenseDouble Your Hadoop Performance with Hortonworks SmartSense
Double Your Hadoop Performance with Hortonworks SmartSenseDataWorks Summit/Hadoop Summit
 
Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...
Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...
Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...DataWorks Summit/Hadoop Summit
 
Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...
Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...
Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...DataWorks Summit/Hadoop Summit
 
Mool - Automated Log Analysis using Data Science and ML
Mool - Automated Log Analysis using Data Science and MLMool - Automated Log Analysis using Data Science and ML
Mool - Automated Log Analysis using Data Science and MLDataWorks Summit/Hadoop Summit
 
The Challenge of Driving Business Value from the Analytics of Things (AOT)
The Challenge of Driving Business Value from the Analytics of Things (AOT)The Challenge of Driving Business Value from the Analytics of Things (AOT)
The Challenge of Driving Business Value from the Analytics of Things (AOT)DataWorks Summit/Hadoop Summit
 
From Regulatory Process Verification to Predictive Maintenance and Beyond wit...
From Regulatory Process Verification to Predictive Maintenance and Beyond wit...From Regulatory Process Verification to Predictive Maintenance and Beyond wit...
From Regulatory Process Verification to Predictive Maintenance and Beyond wit...DataWorks Summit/Hadoop Summit
 

More from DataWorks Summit/Hadoop Summit (20)

Running Apache Spark & Apache Zeppelin in Production
Running Apache Spark & Apache Zeppelin in ProductionRunning Apache Spark & Apache Zeppelin in Production
Running Apache Spark & Apache Zeppelin in Production
 
State of Security: Apache Spark & Apache Zeppelin
State of Security: Apache Spark & Apache ZeppelinState of Security: Apache Spark & Apache Zeppelin
State of Security: Apache Spark & Apache Zeppelin
 
Unleashing the Power of Apache Atlas with Apache Ranger
Unleashing the Power of Apache Atlas with Apache RangerUnleashing the Power of Apache Atlas with Apache Ranger
Unleashing the Power of Apache Atlas with Apache Ranger
 
Enabling Digital Diagnostics with a Data Science Platform
Enabling Digital Diagnostics with a Data Science PlatformEnabling Digital Diagnostics with a Data Science Platform
Enabling Digital Diagnostics with a Data Science Platform
 
Revolutionize Text Mining with Spark and Zeppelin
Revolutionize Text Mining with Spark and ZeppelinRevolutionize Text Mining with Spark and Zeppelin
Revolutionize Text Mining with Spark and Zeppelin
 
Double Your Hadoop Performance with Hortonworks SmartSense
Double Your Hadoop Performance with Hortonworks SmartSenseDouble Your Hadoop Performance with Hortonworks SmartSense
Double Your Hadoop Performance with Hortonworks SmartSense
 
Hadoop Crash Course
Hadoop Crash CourseHadoop Crash Course
Hadoop Crash Course
 
Data Science Crash Course
Data Science Crash CourseData Science Crash Course
Data Science Crash Course
 
Apache Spark Crash Course
Apache Spark Crash CourseApache Spark Crash Course
Apache Spark Crash Course
 
Dataflow with Apache NiFi
Dataflow with Apache NiFiDataflow with Apache NiFi
Dataflow with Apache NiFi
 
Schema Registry - Set you Data Free
Schema Registry - Set you Data FreeSchema Registry - Set you Data Free
Schema Registry - Set you Data Free
 
Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...
Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...
Building a Large-Scale, Adaptive Recommendation Engine with Apache Flink and ...
 
Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...
Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...
Real-Time Anomaly Detection using LSTM Auto-Encoders with Deep Learning4J on ...
 
Mool - Automated Log Analysis using Data Science and ML
Mool - Automated Log Analysis using Data Science and MLMool - Automated Log Analysis using Data Science and ML
Mool - Automated Log Analysis using Data Science and ML
 
How Hadoop Makes the Natixis Pack More Efficient
How Hadoop Makes the Natixis Pack More Efficient How Hadoop Makes the Natixis Pack More Efficient
How Hadoop Makes the Natixis Pack More Efficient
 
HBase in Practice
HBase in Practice HBase in Practice
HBase in Practice
 
The Challenge of Driving Business Value from the Analytics of Things (AOT)
The Challenge of Driving Business Value from the Analytics of Things (AOT)The Challenge of Driving Business Value from the Analytics of Things (AOT)
The Challenge of Driving Business Value from the Analytics of Things (AOT)
 
Breaking the 1 Million OPS/SEC Barrier in HOPS Hadoop
Breaking the 1 Million OPS/SEC Barrier in HOPS HadoopBreaking the 1 Million OPS/SEC Barrier in HOPS Hadoop
Breaking the 1 Million OPS/SEC Barrier in HOPS Hadoop
 
From Regulatory Process Verification to Predictive Maintenance and Beyond wit...
From Regulatory Process Verification to Predictive Maintenance and Beyond wit...From Regulatory Process Verification to Predictive Maintenance and Beyond wit...
From Regulatory Process Verification to Predictive Maintenance and Beyond wit...
 
Backup and Disaster Recovery in Hadoop
Backup and Disaster Recovery in Hadoop Backup and Disaster Recovery in Hadoop
Backup and Disaster Recovery in Hadoop
 

Recently uploaded

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 

Recently uploaded (20)

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 

Protecting Enterprise Data in Apache Hadoop