Submit Search
Upload
Protecting Enterprise Data in Apache Hadoop
•
2 likes
•
816 views
DataWorks Summit
Follow
Protecting Enterprise Data in Apache Hadoop Owen O'Malley Co-Founder Hortonworks
Read less
Read more
Report
Share
Report
Share
1 of 20
Recommended
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Owen O'Malley
Data protection2015
Data protection2015
Owen O'Malley
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
DataWorks Summit/Hadoop Summit
Adding ACID Updates to Hive
Adding ACID Updates to Hive
Owen O'Malley
Ryan.brehmer.workfare.ppt
Ryan.brehmer.workfare.ppt
RWB0314
Steven Stegers Moving Images in History Education
Steven Stegers Moving Images in History Education
EUscreen
Postitulo educacion secundaria y tic
Postitulo educacion secundaria y tic
fabioapolomithos
Ryan.brehmer.civildisabilitiesppt
Ryan.brehmer.civildisabilitiesppt
RWB0314
Recommended
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Owen O'Malley
Data protection2015
Data protection2015
Owen O'Malley
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
DataWorks Summit/Hadoop Summit
Adding ACID Updates to Hive
Adding ACID Updates to Hive
Owen O'Malley
Ryan.brehmer.workfare.ppt
Ryan.brehmer.workfare.ppt
RWB0314
Steven Stegers Moving Images in History Education
Steven Stegers Moving Images in History Education
EUscreen
Postitulo educacion secundaria y tic
Postitulo educacion secundaria y tic
fabioapolomithos
Ryan.brehmer.civildisabilitiesppt
Ryan.brehmer.civildisabilitiesppt
RWB0314
Taller de educacion financiera
Taller de educacion financiera
Rubén Omar Vega Alcantar
Netflix case
Netflix case
Romain Roussieau
追試H28.3.1 創世記
追試H28.3.1 創世記
reigan_s
Psychology of Transmedia
Psychology of Transmedia
Pamela Rutledge
Pollos de engorde usb
Pollos de engorde usb
Manuel Gomez
2 - Oportunidades de Creación de Nuevos Negocios
2 - Oportunidades de Creación de Nuevos Negocios
Jontxu Pardo
10 Valuable LIFE LESSONS
10 Valuable LIFE LESSONS
OH TEIK BIN
Harold J resume+041216
Harold J resume+041216
Harold Berg
יחסי פחמימות וחלבון מומלצים לאחר אימון
יחסי פחמימות וחלבון מומלצים לאחר אימון
Yael Rotem Nisimov
HBase Read High Availabilty using Timeline Consistent Region Replicas
HBase Read High Availabilty using Timeline Consistent Region Replicas
DataWorks Summit
Plan estudios prof._y_lic._ce_20032.doc-c-agregado-mope
Plan estudios prof._y_lic._ce_20032.doc-c-agregado-mope
fabioapolomithos
Protecting enterprise Data in Hadoop
Protecting enterprise Data in Hadoop
DataWorks Summit
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
DataWorks Summit/Hadoop Summit
Protecting Enterprise Data In Apache Hadoop
Protecting Enterprise Data In Apache Hadoop
DataWorks Summit/Hadoop Summit
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Hortonworks
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
skumpf
ORC Column Encryption
ORC Column Encryption
Owen O'Malley
Bring your Service to YARN
Bring your Service to YARN
DataWorks Summit
Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015
Mac Moore
Hortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptx
Hortonworks
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?
Tom Kranz
More Related Content
Viewers also liked
Taller de educacion financiera
Taller de educacion financiera
Rubén Omar Vega Alcantar
Netflix case
Netflix case
Romain Roussieau
追試H28.3.1 創世記
追試H28.3.1 創世記
reigan_s
Psychology of Transmedia
Psychology of Transmedia
Pamela Rutledge
Pollos de engorde usb
Pollos de engorde usb
Manuel Gomez
2 - Oportunidades de Creación de Nuevos Negocios
2 - Oportunidades de Creación de Nuevos Negocios
Jontxu Pardo
10 Valuable LIFE LESSONS
10 Valuable LIFE LESSONS
OH TEIK BIN
Harold J resume+041216
Harold J resume+041216
Harold Berg
יחסי פחמימות וחלבון מומלצים לאחר אימון
יחסי פחמימות וחלבון מומלצים לאחר אימון
Yael Rotem Nisimov
HBase Read High Availabilty using Timeline Consistent Region Replicas
HBase Read High Availabilty using Timeline Consistent Region Replicas
DataWorks Summit
Plan estudios prof._y_lic._ce_20032.doc-c-agregado-mope
Plan estudios prof._y_lic._ce_20032.doc-c-agregado-mope
fabioapolomithos
Viewers also liked
(11)
Taller de educacion financiera
Taller de educacion financiera
Netflix case
Netflix case
追試H28.3.1 創世記
追試H28.3.1 創世記
Psychology of Transmedia
Psychology of Transmedia
Pollos de engorde usb
Pollos de engorde usb
2 - Oportunidades de Creación de Nuevos Negocios
2 - Oportunidades de Creación de Nuevos Negocios
10 Valuable LIFE LESSONS
10 Valuable LIFE LESSONS
Harold J resume+041216
Harold J resume+041216
יחסי פחמימות וחלבון מומלצים לאחר אימון
יחסי פחמימות וחלבון מומלצים לאחר אימון
HBase Read High Availabilty using Timeline Consistent Region Replicas
HBase Read High Availabilty using Timeline Consistent Region Replicas
Plan estudios prof._y_lic._ce_20032.doc-c-agregado-mope
Plan estudios prof._y_lic._ce_20032.doc-c-agregado-mope
Similar to Protecting Enterprise Data in Apache Hadoop
Protecting enterprise Data in Hadoop
Protecting enterprise Data in Hadoop
DataWorks Summit
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
DataWorks Summit/Hadoop Summit
Protecting Enterprise Data In Apache Hadoop
Protecting Enterprise Data In Apache Hadoop
DataWorks Summit/Hadoop Summit
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Hortonworks
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
skumpf
ORC Column Encryption
ORC Column Encryption
Owen O'Malley
Bring your Service to YARN
Bring your Service to YARN
DataWorks Summit
Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015
Mac Moore
Hortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptx
Hortonworks
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?
Tom Kranz
Storm Demo Talk - Denver Apr 2015
Storm Demo Talk - Denver Apr 2015
Mac Moore
Authoring and Hosting Applications on YARN using Slider
Authoring and Hosting Applications on YARN using Slider
DataWorks Summit
Internet of things Crash Course Workshop
Internet of things Crash Course Workshop
DataWorks Summit
Internet of Things Crash Course Workshop at Hadoop Summit
Internet of Things Crash Course Workshop at Hadoop Summit
DataWorks Summit
Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks
Introduction to Apache NiFi - Seattle Scalability Meetup
Introduction to Apache NiFi - Seattle Scalability Meetup
Saptak Sen
Hortonworks - What's Possible with a Modern Data Architecture?
Hortonworks - What's Possible with a Modern Data Architecture?
Hortonworks
Introduction to the Hortonworks YARN Ready Program
Introduction to the Hortonworks YARN Ready Program
Hortonworks
Hadoop in adtech
Hadoop in adtech
Yuta Imai
Similar to Protecting Enterprise Data in Apache Hadoop
(20)
Protecting enterprise Data in Hadoop
Protecting enterprise Data in Hadoop
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data In Apache Hadoop
Protecting Enterprise Data In Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Protecting Enterprise Data in Apache Hadoop
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
Real-Time Processing in Hadoop for IoT Use Cases - Phoenix HUG
ORC Column Encryption
ORC Column Encryption
Bring your Service to YARN
Bring your Service to YARN
Storm Demo Talk - Colorado Springs May 2015
Storm Demo Talk - Colorado Springs May 2015
Hortonworks sqrrl webinar v5.pptx
Hortonworks sqrrl webinar v5.pptx
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?
Storm 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 Slider
Internet 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 Summit
Hortonworks Data In Motion Webinar Series Pt. 2
Hortonworks Data In Motion Webinar Series Pt. 2
Introduction to Apache NiFi - Seattle Scalability Meetup
Introduction to Apache NiFi - Seattle Scalability Meetup
Hortonworks - What's Possible with a Modern Data Architecture?
Hortonworks - What's Possible with a Modern Data Architecture?
Introduction to the Hortonworks YARN Ready Program
Introduction to the Hortonworks YARN Ready Program
Hadoop in adtech
Hadoop in adtech
More from DataWorks Summit
Data Science Crash Course
Data Science Crash Course
DataWorks Summit
Floating on a RAFT: HBase Durability with Apache Ratis
Floating on a RAFT: HBase Durability with Apache Ratis
DataWorks Summit
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
DataWorks Summit
HBase Tales From the Trenches - Short stories about most common HBase operati...
HBase Tales From the Trenches - Short stories about most common HBase operati...
DataWorks Summit
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
DataWorks Summit
Managing the Dewey Decimal System
Managing the Dewey Decimal System
DataWorks Summit
Practical NoSQL: Accumulo's dirlist Example
Practical NoSQL: Accumulo's dirlist Example
DataWorks Summit
HBase Global Indexing to support large-scale data ingestion at Uber
HBase Global Indexing to support large-scale data ingestion at Uber
DataWorks Summit
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
DataWorks Summit
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
DataWorks Summit
Supporting Apache HBase : Troubleshooting and Supportability Improvements
Supporting Apache HBase : Troubleshooting and Supportability Improvements
DataWorks Summit
Security Framework for Multitenant Architecture
Security Framework for Multitenant Architecture
DataWorks Summit
Presto: Optimizing Performance of SQL-on-Anything Engine
Presto: Optimizing Performance of SQL-on-Anything Engine
DataWorks Summit
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
DataWorks Summit
Extending Twitter's Data Platform to Google Cloud
Extending Twitter's Data Platform to Google Cloud
DataWorks Summit
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
DataWorks Summit
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
DataWorks Summit
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
DataWorks Summit
Computer Vision: Coming to a Store Near You
Computer Vision: Coming to a Store Near You
DataWorks Summit
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
DataWorks Summit
More from DataWorks Summit
(20)
Data Science Crash Course
Data Science Crash Course
Floating on a RAFT: HBase Durability with Apache Ratis
Floating on a RAFT: HBase Durability with Apache Ratis
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
Tracking Crime as It Occurs with Apache Phoenix, Apache HBase and Apache NiFi
HBase Tales From the Trenches - Short stories about most common HBase operati...
HBase Tales From the Trenches - Short stories about most common HBase operati...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Optimizing Geospatial Operations with Server-side Programming in HBase and Ac...
Managing the Dewey Decimal System
Managing the Dewey Decimal System
Practical NoSQL: Accumulo's dirlist Example
Practical NoSQL: Accumulo's dirlist Example
HBase Global Indexing to support large-scale data ingestion at Uber
HBase Global Indexing to support large-scale data ingestion at Uber
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Scaling Cloud-Scale Translytics Workloads with Omid and Phoenix
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Building the High Speed Cybersecurity Data Pipeline Using Apache NiFi
Supporting Apache HBase : Troubleshooting and Supportability Improvements
Supporting Apache HBase : Troubleshooting and Supportability Improvements
Security Framework for Multitenant Architecture
Security Framework for Multitenant Architecture
Presto: Optimizing Performance of SQL-on-Anything Engine
Presto: Optimizing Performance of SQL-on-Anything Engine
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Introducing MlFlow: An Open Source Platform for the Machine Learning Lifecycl...
Extending Twitter's Data Platform to Google Cloud
Extending Twitter's Data Platform to Google Cloud
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
Event-Driven Messaging and Actions using Apache Flink and Apache NiFi
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Securing Data in Hybrid on-premise and Cloud Environments using Apache Ranger
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Big Data Meets NVM: Accelerating Big Data Processing with Non-Volatile Memory...
Computer Vision: Coming to a Store Near You
Computer Vision: Coming to a Store Near You
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Big Data Genomics: Clustering Billions of DNA Sequences with Apache Spark
Protecting Enterprise Data in Apache Hadoop
1.
© Hortonworks Inc.
2015 Protecting Enterprise Data in Apache Hadoop April 2015 Page 1 Owen O’Malley owen@hortonworks.com @owen_omalley
2.
© Hortonworks Inc.
2015 Security Page 2
3.
© Hortonworks Inc.
2015 Security Architecture Page 3
4.
© Hortonworks Inc.
2015 Attack Vectors Page 4
5.
© Hortonworks Inc.
2015 Attack Vectors Page 5
6.
© Hortonworks Inc.
2015 Threat: Accidental Damage Page 6
7.
© Hortonworks Inc.
2015 Threat: Remote Access Page 7
8.
© Hortonworks Inc.
2015 Threat: Eavesdropping Page 8
9.
© Hortonworks Inc.
2015 Threat: User accesses private data Page 9
10.
© Hortonworks Inc.
2015 Threat: Physical access Page 10
11.
© Hortonworks Inc.
2015 Threat: Hadoop Admin in Cluster Page 11
12.
© Hortonworks Inc.
2015 HDFS Encryption Page 12
13.
© Hortonworks Inc.
2015 KeyProvider API Page 13
14.
© Hortonworks Inc.
2015 Encryption Scheme Page 14
15.
© Hortonworks Inc.
2015 Threat: User reads private columns Page 15
16.
© Hortonworks Inc.
2015 ORC File Layout Page 16 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
17.
© Hortonworks Inc.
2015 Threat: User reads hidden values Page 17
18.
© Hortonworks Inc.
2015 Threat: Shadow Security Page 18
19.
© Hortonworks Inc.
2015 Resources Page 19
20.
© Hortonworks Inc.
2015 Thank You! Page 20