SlideShare ist ein Scribd-Unternehmen logo
1 von 11
Flink Security
Enhancements
Eron Wright – eron.wright@emc.com
DELL EMC
@eronwright
2 of 11
New Security Features
1. Kerberos Authentication Support
2. Service-Level Authorization
3. Transport Security (SSL/TLS)
3 of 11
Existing Capability
• Hadoop Delegation Token (DT)
• CLI usesKerberosto authenticateto HDFS
• HDFSprovidesa DT, which CLI passesto the Flinkcluster
• Clusteris ableto accessHDFSfilesonbehalfof theuser
• Limitations
• YARN mode only
• Not usefulto non-Hadoopservices,e.g. Kafka.
• Note: Still supported
TM
TM
DATA
AKKA
JM
CLI
WEB
BROWSER
KAFKA HDFSZK
HTTP
Flink
Cluster
delegation token
4 of 11
Kerberos Authentication Support
• “Cluster-Level Kerberos Identity”
• Keytab-based
• Sharedby alljobs, notjob-specific
• Enables Kerberos authentication
• DataSourcesandSinks(HDFS,Kafka…)
• StateBackends(ZooKeeper…)
• Protects state data
• ACL onznodes,files
• Supported in standalone and YARN
deployment modes
TM
TM
DATA
AKKA
JM
CLI
WEB
BROWSER
KAFKA HDFSZK
HTTP
Flink
Cluster
keytab
5 of 11
Service-Level Authorization
• “Restrict access to your Flink cluster”
• Protects all endpoints:
• Akka System(control path)
• Intra-ClusterDataTransfer
• WebUI
• BlobTransfer(JARs…)
• Simple shared secret
• Configuredor generated
• Storedonclient (~/.flink/…)
• Storedincluster
• Supported in standalone and YARN
TM
TM
DATA
AKKA
JM
CLI
WEB
BROWSER
KAFKA HDFSZK
HTTP
Flink
Cluster
keytab secret
6 of 11
Transport-Level Security (SSL/TLS)
• “SSL for all connections”
• May be enabled on a per-endpoint basis
• WebUIis problematic
• Supported in standalone and YARN TM
TM
DATA
AKKA
JM
CLI
WEB
BROWSER
KAFKA HDFSZK
HTTPS
Flink
Cluster
keytab secret TLS cert(s)
Demo
8 of 11
Configuration
• Configure Kerberos Identity:
– security.enabled: true
– security.keytab: /path/to/keytab
– security.principal: name@realm
• Configure Service-Level Authorization:
– security.cookie: (secret cookie)
• Configure Transport-Level Security:
– security.ssl.enabled: true
– security.ssl.keystore: /path/to/keystore
– security.ssl.keystore-password: (password)
– security.ssl.key-password: (password)
– security.ssl.truststore: /path/to/truststore
– security.ssl.truststore-password: (password)
TM
TM
DATA
AKKA
JM
CLI
WEB
BROWSER
KAFKA HDFSZK
HTTPS
Flink
Cluster
keytab secret TLS cert(s)
Summary
10 of 11
Project Status
• Targeted for: Flink 1.2
• Contributors:
– Vijay Srinivasaraghavan (Dell EMC)
– Suresh Krishnappa (Dell EMC)
• Design Doc: Secure Data Access on Google Docs
• JIRAs:
– FLINK-3929 - Support for Kerberos Authentication with Keytab Credential
– FLINK-3930 - Implement Service-Level Authorization
– FLINK-3931 - Implement Transport Encryption (SSL/TLS)
– FLINK-3932 - Implement State Backend Security
• Code:
– Github: https://github.com/EronWright/flink/tree/feature-flink-security
Eron Wright - Flink Security Enhancements

Weitere ähnliche Inhalte

Was ist angesagt?

Kafka Summit SF 2017 - Kafka and the Polyglot Programmer
Kafka Summit SF 2017 - Kafka and the Polyglot ProgrammerKafka Summit SF 2017 - Kafka and the Polyglot Programmer
Kafka Summit SF 2017 - Kafka and the Polyglot Programmerconfluent
 
Capture the Streams of Database Changes
Capture the Streams of Database ChangesCapture the Streams of Database Changes
Capture the Streams of Database Changesconfluent
 
Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...
Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...
Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...HostedbyConfluent
 
Kafka Summit NYC 2017 Hanging Out with Your Past Self in VR
Kafka Summit NYC 2017 Hanging Out with Your Past Self in VRKafka Summit NYC 2017 Hanging Out with Your Past Self in VR
Kafka Summit NYC 2017 Hanging Out with Your Past Self in VRconfluent
 
Apache Kafka 0.8 basic training - Verisign
Apache Kafka 0.8 basic training - VerisignApache Kafka 0.8 basic training - Verisign
Apache Kafka 0.8 basic training - VerisignMichael Noll
 
Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...
Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...
Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...confluent
 
Managing multiple event types in a single topic with Schema Registry | Bill B...
Managing multiple event types in a single topic with Schema Registry | Bill B...Managing multiple event types in a single topic with Schema Registry | Bill B...
Managing multiple event types in a single topic with Schema Registry | Bill B...HostedbyConfluent
 
Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...
Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...
Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...confluent
 
Better Kafka Performance Without Changing Any Code | Simon Ritter, Azul
Better Kafka Performance Without Changing Any Code | Simon Ritter, AzulBetter Kafka Performance Without Changing Any Code | Simon Ritter, Azul
Better Kafka Performance Without Changing Any Code | Simon Ritter, AzulHostedbyConfluent
 
Apache Pulsar at Yahoo! Japan
Apache Pulsar at Yahoo! JapanApache Pulsar at Yahoo! Japan
Apache Pulsar at Yahoo! JapanStreamNative
 
Gwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New Architecture
Gwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New ArchitectureGwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New Architecture
Gwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New Architectureconfluent
 
Confluent building a real-time streaming platform using kafka streams and k...
Confluent   building a real-time streaming platform using kafka streams and k...Confluent   building a real-time streaming platform using kafka streams and k...
Confluent building a real-time streaming platform using kafka streams and k...Thomas Alex
 
Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019
Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019 Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019
Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019 confluent
 
Tuning kafka pipelines
Tuning kafka pipelinesTuning kafka pipelines
Tuning kafka pipelinesSumant Tambe
 
Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019
Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019
Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019confluent
 
Kafka and Spark Streaming
Kafka and Spark StreamingKafka and Spark Streaming
Kafka and Spark Streamingdatamantra
 
A Unified Platform for Real-time Storage and Processing
A Unified Platform for Real-time Storage and ProcessingA Unified Platform for Real-time Storage and Processing
A Unified Platform for Real-time Storage and ProcessingStreamNative
 
Query Pulsar Streams using Apache Flink
Query Pulsar Streams using Apache FlinkQuery Pulsar Streams using Apache Flink
Query Pulsar Streams using Apache FlinkStreamNative
 
Introduction to Apache Kafka- Part 1
Introduction to Apache Kafka- Part 1Introduction to Apache Kafka- Part 1
Introduction to Apache Kafka- Part 1Knoldus Inc.
 

Was ist angesagt? (20)

Kafka Summit SF 2017 - Kafka and the Polyglot Programmer
Kafka Summit SF 2017 - Kafka and the Polyglot ProgrammerKafka Summit SF 2017 - Kafka and the Polyglot Programmer
Kafka Summit SF 2017 - Kafka and the Polyglot Programmer
 
Capture the Streams of Database Changes
Capture the Streams of Database ChangesCapture the Streams of Database Changes
Capture the Streams of Database Changes
 
Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...
Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...
Tradeoffs in Distributed Systems Design: Is Kafka The Best? (Ben Stopford and...
 
Kafka Summit NYC 2017 Hanging Out with Your Past Self in VR
Kafka Summit NYC 2017 Hanging Out with Your Past Self in VRKafka Summit NYC 2017 Hanging Out with Your Past Self in VR
Kafka Summit NYC 2017 Hanging Out with Your Past Self in VR
 
Apache Kafka 0.8 basic training - Verisign
Apache Kafka 0.8 basic training - VerisignApache Kafka 0.8 basic training - Verisign
Apache Kafka 0.8 basic training - Verisign
 
Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...
Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...
Cross the streams thanks to Kafka and Flink (Christophe Philemotte, Digazu) K...
 
Managing multiple event types in a single topic with Schema Registry | Bill B...
Managing multiple event types in a single topic with Schema Registry | Bill B...Managing multiple event types in a single topic with Schema Registry | Bill B...
Managing multiple event types in a single topic with Schema Registry | Bill B...
 
Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...
Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...
Deep Dive Into Kafka Streams (and the Distributed Stream Processing Engine) (...
 
Better Kafka Performance Without Changing Any Code | Simon Ritter, Azul
Better Kafka Performance Without Changing Any Code | Simon Ritter, AzulBetter Kafka Performance Without Changing Any Code | Simon Ritter, Azul
Better Kafka Performance Without Changing Any Code | Simon Ritter, Azul
 
Apache Pulsar at Yahoo! Japan
Apache Pulsar at Yahoo! JapanApache Pulsar at Yahoo! Japan
Apache Pulsar at Yahoo! Japan
 
Gwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New Architecture
Gwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New ArchitectureGwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New Architecture
Gwen Shapira, Confluent | Kafka Summit 2020 Keynote | Kafka’s New Architecture
 
Confluent building a real-time streaming platform using kafka streams and k...
Confluent   building a real-time streaming platform using kafka streams and k...Confluent   building a real-time streaming platform using kafka streams and k...
Confluent building a real-time streaming platform using kafka streams and k...
 
Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019
Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019 Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019
Shattering The Monolith(s) (Martin Kess, Namely) Kafka Summit SF 2019
 
Tuning kafka pipelines
Tuning kafka pipelinesTuning kafka pipelines
Tuning kafka pipelines
 
Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019
Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019
Kafka on Kubernetes: Keeping It Simple (Nikki Thean, Etsy) Kafka Summit SF 2019
 
Kafka and Spark Streaming
Kafka and Spark StreamingKafka and Spark Streaming
Kafka and Spark Streaming
 
A Unified Platform for Real-time Storage and Processing
A Unified Platform for Real-time Storage and ProcessingA Unified Platform for Real-time Storage and Processing
A Unified Platform for Real-time Storage and Processing
 
Query Pulsar Streams using Apache Flink
Query Pulsar Streams using Apache FlinkQuery Pulsar Streams using Apache Flink
Query Pulsar Streams using Apache Flink
 
Cooperative Data Exploration with iPython Notebook
Cooperative Data Exploration with iPython NotebookCooperative Data Exploration with iPython Notebook
Cooperative Data Exploration with iPython Notebook
 
Introduction to Apache Kafka- Part 1
Introduction to Apache Kafka- Part 1Introduction to Apache Kafka- Part 1
Introduction to Apache Kafka- Part 1
 

Andere mochten auch

Márton Balassi Streaming ML with Flink-
Márton Balassi Streaming ML with Flink- Márton Balassi Streaming ML with Flink-
Márton Balassi Streaming ML with Flink- Flink Forward
 
Stephan Ewen - Scaling to large State
Stephan Ewen - Scaling to large StateStephan Ewen - Scaling to large State
Stephan Ewen - Scaling to large StateFlink Forward
 
Julian Hyde - Streaming SQL
Julian Hyde - Streaming SQLJulian Hyde - Streaming SQL
Julian Hyde - Streaming SQLFlink Forward
 
Thomas Lamirault_Mohamed Amine Abdessemed -A brief history of time with Apac...
Thomas Lamirault_Mohamed Amine Abdessemed  -A brief history of time with Apac...Thomas Lamirault_Mohamed Amine Abdessemed  -A brief history of time with Apac...
Thomas Lamirault_Mohamed Amine Abdessemed -A brief history of time with Apac...Flink Forward
 
Gábor Horváth - Code Generation in Serializers and Comparators of Apache Flink
Gábor Horváth - Code Generation in Serializers and Comparators of Apache FlinkGábor Horváth - Code Generation in Serializers and Comparators of Apache Flink
Gábor Horváth - Code Generation in Serializers and Comparators of Apache FlinkFlink Forward
 
Trevor Grant - Apache Zeppelin - A friendlier way to Flink
Trevor Grant - Apache Zeppelin - A friendlier way to FlinkTrevor Grant - Apache Zeppelin - A friendlier way to Flink
Trevor Grant - Apache Zeppelin - A friendlier way to FlinkFlink Forward
 
Alexander Kolb - Flinkspector – Taming the squirrel
Alexander Kolb - Flinkspector – Taming the squirrelAlexander Kolb - Flinkspector – Taming the squirrel
Alexander Kolb - Flinkspector – Taming the squirrelFlink Forward
 
Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...
Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...
Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...Flink Forward
 
Ted Dunning-Faster and Furiouser- Flink Drift
Ted Dunning-Faster and Furiouser- Flink DriftTed Dunning-Faster and Furiouser- Flink Drift
Ted Dunning-Faster and Furiouser- Flink DriftFlink Forward
 
Maxim Fateev - Beyond the Watermark- On-Demand Backfilling in Flink
Maxim Fateev - Beyond the Watermark- On-Demand Backfilling in FlinkMaxim Fateev - Beyond the Watermark- On-Demand Backfilling in Flink
Maxim Fateev - Beyond the Watermark- On-Demand Backfilling in FlinkFlink Forward
 
Ted Dunning - Keynote: How Can We Take Flink Forward?
Ted Dunning -  Keynote: How Can We Take Flink Forward?Ted Dunning -  Keynote: How Can We Take Flink Forward?
Ted Dunning - Keynote: How Can We Take Flink Forward?Flink Forward
 
Sanjar Akhmedov - Joining Infinity – Windowless Stream Processing with Flink
Sanjar Akhmedov - Joining Infinity – Windowless Stream Processing with FlinkSanjar Akhmedov - Joining Infinity – Windowless Stream Processing with Flink
Sanjar Akhmedov - Joining Infinity – Windowless Stream Processing with FlinkFlink Forward
 
Aljoscha Krettek - The Future of Apache Flink
Aljoscha Krettek - The Future of Apache FlinkAljoscha Krettek - The Future of Apache Flink
Aljoscha Krettek - The Future of Apache FlinkFlink Forward
 
Zoltán Zvara - Advanced visualization of Flink and Spark jobs

Zoltán Zvara - Advanced visualization of Flink and Spark jobs
Zoltán Zvara - Advanced visualization of Flink and Spark jobs

Zoltán Zvara - Advanced visualization of Flink and Spark jobs
Flink Forward
 
Jamie Grier - Robust Stream Processing with Apache Flink
Jamie Grier - Robust Stream Processing with Apache FlinkJamie Grier - Robust Stream Processing with Apache Flink
Jamie Grier - Robust Stream Processing with Apache FlinkFlink Forward
 
Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...
Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...
Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...Flink Forward
 
Malo Denielou - No shard left behind: Dynamic work rebalancing in Apache Beam
Malo Denielou - No shard left behind: Dynamic work rebalancing in Apache BeamMalo Denielou - No shard left behind: Dynamic work rebalancing in Apache Beam
Malo Denielou - No shard left behind: Dynamic work rebalancing in Apache BeamFlink Forward
 
Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...
Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...
Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...Flink Forward
 
Stephan Ewen - Running Flink Everywhere
Stephan Ewen - Running Flink EverywhereStephan Ewen - Running Flink Everywhere
Stephan Ewen - Running Flink EverywhereFlink Forward
 
Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...
Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...
Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...Flink Forward
 

Andere mochten auch (20)

Márton Balassi Streaming ML with Flink-
Márton Balassi Streaming ML with Flink- Márton Balassi Streaming ML with Flink-
Márton Balassi Streaming ML with Flink-
 
Stephan Ewen - Scaling to large State
Stephan Ewen - Scaling to large StateStephan Ewen - Scaling to large State
Stephan Ewen - Scaling to large State
 
Julian Hyde - Streaming SQL
Julian Hyde - Streaming SQLJulian Hyde - Streaming SQL
Julian Hyde - Streaming SQL
 
Thomas Lamirault_Mohamed Amine Abdessemed -A brief history of time with Apac...
Thomas Lamirault_Mohamed Amine Abdessemed  -A brief history of time with Apac...Thomas Lamirault_Mohamed Amine Abdessemed  -A brief history of time with Apac...
Thomas Lamirault_Mohamed Amine Abdessemed -A brief history of time with Apac...
 
Gábor Horváth - Code Generation in Serializers and Comparators of Apache Flink
Gábor Horváth - Code Generation in Serializers and Comparators of Apache FlinkGábor Horváth - Code Generation in Serializers and Comparators of Apache Flink
Gábor Horváth - Code Generation in Serializers and Comparators of Apache Flink
 
Trevor Grant - Apache Zeppelin - A friendlier way to Flink
Trevor Grant - Apache Zeppelin - A friendlier way to FlinkTrevor Grant - Apache Zeppelin - A friendlier way to Flink
Trevor Grant - Apache Zeppelin - A friendlier way to Flink
 
Alexander Kolb - Flinkspector – Taming the squirrel
Alexander Kolb - Flinkspector – Taming the squirrelAlexander Kolb - Flinkspector – Taming the squirrel
Alexander Kolb - Flinkspector – Taming the squirrel
 
Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...
Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...
Ana M Martinez - AMIDST Toolbox- Scalable probabilistic machine learning with...
 
Ted Dunning-Faster and Furiouser- Flink Drift
Ted Dunning-Faster and Furiouser- Flink DriftTed Dunning-Faster and Furiouser- Flink Drift
Ted Dunning-Faster and Furiouser- Flink Drift
 
Maxim Fateev - Beyond the Watermark- On-Demand Backfilling in Flink
Maxim Fateev - Beyond the Watermark- On-Demand Backfilling in FlinkMaxim Fateev - Beyond the Watermark- On-Demand Backfilling in Flink
Maxim Fateev - Beyond the Watermark- On-Demand Backfilling in Flink
 
Ted Dunning - Keynote: How Can We Take Flink Forward?
Ted Dunning -  Keynote: How Can We Take Flink Forward?Ted Dunning -  Keynote: How Can We Take Flink Forward?
Ted Dunning - Keynote: How Can We Take Flink Forward?
 
Sanjar Akhmedov - Joining Infinity – Windowless Stream Processing with Flink
Sanjar Akhmedov - Joining Infinity – Windowless Stream Processing with FlinkSanjar Akhmedov - Joining Infinity – Windowless Stream Processing with Flink
Sanjar Akhmedov - Joining Infinity – Windowless Stream Processing with Flink
 
Aljoscha Krettek - The Future of Apache Flink
Aljoscha Krettek - The Future of Apache FlinkAljoscha Krettek - The Future of Apache Flink
Aljoscha Krettek - The Future of Apache Flink
 
Zoltán Zvara - Advanced visualization of Flink and Spark jobs

Zoltán Zvara - Advanced visualization of Flink and Spark jobs
Zoltán Zvara - Advanced visualization of Flink and Spark jobs

Zoltán Zvara - Advanced visualization of Flink and Spark jobs

 
Jamie Grier - Robust Stream Processing with Apache Flink
Jamie Grier - Robust Stream Processing with Apache FlinkJamie Grier - Robust Stream Processing with Apache Flink
Jamie Grier - Robust Stream Processing with Apache Flink
 
Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...
Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...
Kostas Tzoumas_Stephan Ewen - Keynote -The maturing data streaming ecosystem ...
 
Malo Denielou - No shard left behind: Dynamic work rebalancing in Apache Beam
Malo Denielou - No shard left behind: Dynamic work rebalancing in Apache BeamMalo Denielou - No shard left behind: Dynamic work rebalancing in Apache Beam
Malo Denielou - No shard left behind: Dynamic work rebalancing in Apache Beam
 
Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...
Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...
Fabian Hueske_Till Rohrmann - Declarative stream processing with StreamSQL an...
 
Stephan Ewen - Running Flink Everywhere
Stephan Ewen - Running Flink EverywhereStephan Ewen - Running Flink Everywhere
Stephan Ewen - Running Flink Everywhere
 
Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...
Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...
Robert Metzger - Connecting Apache Flink to the World - Reviewing the streami...
 

Ähnlich wie Eron Wright - Flink Security Enhancements

A Journey to Magical Security Creatures' Land
A Journey to Magical Security Creatures' LandA Journey to Magical Security Creatures' Land
A Journey to Magical Security Creatures' LandMongoDB
 
Advanced Security In Hadoop Cluster
Advanced Security In Hadoop ClusterAdvanced Security In Hadoop Cluster
Advanced Security In Hadoop ClusterEdureka!
 
Hadoop Operations: How to Secure and Control Cluster Access
Hadoop Operations: How to Secure and Control Cluster AccessHadoop Operations: How to Secure and Control Cluster Access
Hadoop Operations: How to Secure and Control Cluster AccessCloudera, Inc.
 
Securing Your Apache Spark Applications
Securing Your Apache Spark ApplicationsSecuring Your Apache Spark Applications
Securing Your Apache Spark ApplicationsCloudera, Inc.
 
Securing Spark Applications by Kostas Sakellis and Marcelo Vanzin
Securing Spark Applications by Kostas Sakellis and Marcelo VanzinSecuring Spark Applications by Kostas Sakellis and Marcelo Vanzin
Securing Spark Applications by Kostas Sakellis and Marcelo VanzinSpark Summit
 
Securing Data in Hadoop at Uber
Securing Data in Hadoop at UberSecuring Data in Hadoop at Uber
Securing Data in Hadoop at UberDataWorks Summit
 
Protecting your data at rest with Apache Kafka by Confluent and Vormetric
Protecting your data at rest with Apache Kafka by Confluent and VormetricProtecting your data at rest with Apache Kafka by Confluent and Vormetric
Protecting your data at rest with Apache Kafka by Confluent and Vormetricconfluent
 
Apache Kafka® Security Overview
Apache Kafka® Security OverviewApache Kafka® Security Overview
Apache Kafka® Security Overviewconfluent
 
Building Open Source Identity Management with FreeIPA
Building Open Source Identity Management with FreeIPABuilding Open Source Identity Management with FreeIPA
Building Open Source Identity Management with FreeIPALDAPCon
 
Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...
Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...
Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...Flink Forward
 
Securing Kafka
Securing Kafka Securing Kafka
Securing Kafka confluent
 
Kafka 2018 - Securing Kafka the Right Way
Kafka 2018 - Securing Kafka the Right WayKafka 2018 - Securing Kafka the Right Way
Kafka 2018 - Securing Kafka the Right WaySaylor Twift
 
Dustin Black - Red Hat Storage Server Administration Deep Dive
Dustin Black - Red Hat Storage Server Administration Deep DiveDustin Black - Red Hat Storage Server Administration Deep Dive
Dustin Black - Red Hat Storage Server Administration Deep DiveGluster.org
 
Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010
Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010
Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010Cloudera, Inc.
 

Ähnlich wie Eron Wright - Flink Security Enhancements (20)

Big data security
Big data securityBig data security
Big data security
 
A Journey to Magical Security Creatures' Land
A Journey to Magical Security Creatures' LandA Journey to Magical Security Creatures' Land
A Journey to Magical Security Creatures' Land
 
Advanced Security In Hadoop Cluster
Advanced Security In Hadoop ClusterAdvanced Security In Hadoop Cluster
Advanced Security In Hadoop Cluster
 
Hadoop Operations: How to Secure and Control Cluster Access
Hadoop Operations: How to Secure and Control Cluster AccessHadoop Operations: How to Secure and Control Cluster Access
Hadoop Operations: How to Secure and Control Cluster Access
 
Securing Your Apache Spark Applications
Securing Your Apache Spark ApplicationsSecuring Your Apache Spark Applications
Securing Your Apache Spark Applications
 
Securing Spark Applications by Kostas Sakellis and Marcelo Vanzin
Securing Spark Applications by Kostas Sakellis and Marcelo VanzinSecuring Spark Applications by Kostas Sakellis and Marcelo Vanzin
Securing Spark Applications by Kostas Sakellis and Marcelo Vanzin
 
Technical tips for secure Apache Hadoop cluster #ApacheConAsia #ApacheCon
Technical tips for secure Apache Hadoop cluster #ApacheConAsia #ApacheConTechnical tips for secure Apache Hadoop cluster #ApacheConAsia #ApacheCon
Technical tips for secure Apache Hadoop cluster #ApacheConAsia #ApacheCon
 
SSO with kerberos
SSO with kerberosSSO with kerberos
SSO with kerberos
 
Cl116
Cl116Cl116
Cl116
 
Securing Data in Hadoop at Uber
Securing Data in Hadoop at UberSecuring Data in Hadoop at Uber
Securing Data in Hadoop at Uber
 
Protecting your data at rest with Apache Kafka by Confluent and Vormetric
Protecting your data at rest with Apache Kafka by Confluent and VormetricProtecting your data at rest with Apache Kafka by Confluent and Vormetric
Protecting your data at rest with Apache Kafka by Confluent and Vormetric
 
Deploying a secured Flink cluster on Kubernetes
Deploying a secured Flink cluster on KubernetesDeploying a secured Flink cluster on Kubernetes
Deploying a secured Flink cluster on Kubernetes
 
Apache Kafka® Security Overview
Apache Kafka® Security OverviewApache Kafka® Security Overview
Apache Kafka® Security Overview
 
Hadoop security
Hadoop securityHadoop security
Hadoop security
 
Building Open Source Identity Management with FreeIPA
Building Open Source Identity Management with FreeIPABuilding Open Source Identity Management with FreeIPA
Building Open Source Identity Management with FreeIPA
 
Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...
Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...
Flink Forward Berlin 2018: Edward Alexander Rojas Clavijo - "Deploying a secu...
 
Securing Kafka
Securing Kafka Securing Kafka
Securing Kafka
 
Kafka 2018 - Securing Kafka the Right Way
Kafka 2018 - Securing Kafka the Right WayKafka 2018 - Securing Kafka the Right Way
Kafka 2018 - Securing Kafka the Right Way
 
Dustin Black - Red Hat Storage Server Administration Deep Dive
Dustin Black - Red Hat Storage Server Administration Deep DiveDustin Black - Red Hat Storage Server Administration Deep Dive
Dustin Black - Red Hat Storage Server Administration Deep Dive
 
Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010
Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010
Hadoop Security, Cloudera - Todd Lipcon and Aaron Myers - Hadoop World 2010
 

Mehr von Flink Forward

Building a fully managed stream processing platform on Flink at scale for Lin...
Building a fully managed stream processing platform on Flink at scale for Lin...Building a fully managed stream processing platform on Flink at scale for Lin...
Building a fully managed stream processing platform on Flink at scale for Lin...Flink Forward
 
Evening out the uneven: dealing with skew in Flink
Evening out the uneven: dealing with skew in FlinkEvening out the uneven: dealing with skew in Flink
Evening out the uneven: dealing with skew in FlinkFlink Forward
 
“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...
“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...
“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...Flink Forward
 
Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...
Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...
Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...Flink Forward
 
Introducing the Apache Flink Kubernetes Operator
Introducing the Apache Flink Kubernetes OperatorIntroducing the Apache Flink Kubernetes Operator
Introducing the Apache Flink Kubernetes OperatorFlink Forward
 
Autoscaling Flink with Reactive Mode
Autoscaling Flink with Reactive ModeAutoscaling Flink with Reactive Mode
Autoscaling Flink with Reactive ModeFlink Forward
 
Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...
Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...
Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...Flink Forward
 
One sink to rule them all: Introducing the new Async Sink
One sink to rule them all: Introducing the new Async SinkOne sink to rule them all: Introducing the new Async Sink
One sink to rule them all: Introducing the new Async SinkFlink Forward
 
Tuning Apache Kafka Connectors for Flink.pptx
Tuning Apache Kafka Connectors for Flink.pptxTuning Apache Kafka Connectors for Flink.pptx
Tuning Apache Kafka Connectors for Flink.pptxFlink Forward
 
Flink powered stream processing platform at Pinterest
Flink powered stream processing platform at PinterestFlink powered stream processing platform at Pinterest
Flink powered stream processing platform at PinterestFlink Forward
 
Apache Flink in the Cloud-Native Era
Apache Flink in the Cloud-Native EraApache Flink in the Cloud-Native Era
Apache Flink in the Cloud-Native EraFlink Forward
 
Where is my bottleneck? Performance troubleshooting in Flink
Where is my bottleneck? Performance troubleshooting in FlinkWhere is my bottleneck? Performance troubleshooting in Flink
Where is my bottleneck? Performance troubleshooting in FlinkFlink Forward
 
Using the New Apache Flink Kubernetes Operator in a Production Deployment
Using the New Apache Flink Kubernetes Operator in a Production DeploymentUsing the New Apache Flink Kubernetes Operator in a Production Deployment
Using the New Apache Flink Kubernetes Operator in a Production DeploymentFlink Forward
 
The Current State of Table API in 2022
The Current State of Table API in 2022The Current State of Table API in 2022
The Current State of Table API in 2022Flink Forward
 
Flink SQL on Pulsar made easy
Flink SQL on Pulsar made easyFlink SQL on Pulsar made easy
Flink SQL on Pulsar made easyFlink Forward
 
Dynamic Rule-based Real-time Market Data Alerts
Dynamic Rule-based Real-time Market Data AlertsDynamic Rule-based Real-time Market Data Alerts
Dynamic Rule-based Real-time Market Data AlertsFlink Forward
 
Exactly-Once Financial Data Processing at Scale with Flink and Pinot
Exactly-Once Financial Data Processing at Scale with Flink and PinotExactly-Once Financial Data Processing at Scale with Flink and Pinot
Exactly-Once Financial Data Processing at Scale with Flink and PinotFlink Forward
 
Processing Semantically-Ordered Streams in Financial Services
Processing Semantically-Ordered Streams in Financial ServicesProcessing Semantically-Ordered Streams in Financial Services
Processing Semantically-Ordered Streams in Financial ServicesFlink Forward
 
Tame the small files problem and optimize data layout for streaming ingestion...
Tame the small files problem and optimize data layout for streaming ingestion...Tame the small files problem and optimize data layout for streaming ingestion...
Tame the small files problem and optimize data layout for streaming ingestion...Flink Forward
 
Batch Processing at Scale with Flink & Iceberg
Batch Processing at Scale with Flink & IcebergBatch Processing at Scale with Flink & Iceberg
Batch Processing at Scale with Flink & IcebergFlink Forward
 

Mehr von Flink Forward (20)

Building a fully managed stream processing platform on Flink at scale for Lin...
Building a fully managed stream processing platform on Flink at scale for Lin...Building a fully managed stream processing platform on Flink at scale for Lin...
Building a fully managed stream processing platform on Flink at scale for Lin...
 
Evening out the uneven: dealing with skew in Flink
Evening out the uneven: dealing with skew in FlinkEvening out the uneven: dealing with skew in Flink
Evening out the uneven: dealing with skew in Flink
 
“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...
“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...
“Alexa, be quiet!”: End-to-end near-real time model building and evaluation i...
 
Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...
Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...
Introducing BinarySortedMultiMap - A new Flink state primitive to boost your ...
 
Introducing the Apache Flink Kubernetes Operator
Introducing the Apache Flink Kubernetes OperatorIntroducing the Apache Flink Kubernetes Operator
Introducing the Apache Flink Kubernetes Operator
 
Autoscaling Flink with Reactive Mode
Autoscaling Flink with Reactive ModeAutoscaling Flink with Reactive Mode
Autoscaling Flink with Reactive Mode
 
Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...
Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...
Dynamically Scaling Data Streams across Multiple Kafka Clusters with Zero Fli...
 
One sink to rule them all: Introducing the new Async Sink
One sink to rule them all: Introducing the new Async SinkOne sink to rule them all: Introducing the new Async Sink
One sink to rule them all: Introducing the new Async Sink
 
Tuning Apache Kafka Connectors for Flink.pptx
Tuning Apache Kafka Connectors for Flink.pptxTuning Apache Kafka Connectors for Flink.pptx
Tuning Apache Kafka Connectors for Flink.pptx
 
Flink powered stream processing platform at Pinterest
Flink powered stream processing platform at PinterestFlink powered stream processing platform at Pinterest
Flink powered stream processing platform at Pinterest
 
Apache Flink in the Cloud-Native Era
Apache Flink in the Cloud-Native EraApache Flink in the Cloud-Native Era
Apache Flink in the Cloud-Native Era
 
Where is my bottleneck? Performance troubleshooting in Flink
Where is my bottleneck? Performance troubleshooting in FlinkWhere is my bottleneck? Performance troubleshooting in Flink
Where is my bottleneck? Performance troubleshooting in Flink
 
Using the New Apache Flink Kubernetes Operator in a Production Deployment
Using the New Apache Flink Kubernetes Operator in a Production DeploymentUsing the New Apache Flink Kubernetes Operator in a Production Deployment
Using the New Apache Flink Kubernetes Operator in a Production Deployment
 
The Current State of Table API in 2022
The Current State of Table API in 2022The Current State of Table API in 2022
The Current State of Table API in 2022
 
Flink SQL on Pulsar made easy
Flink SQL on Pulsar made easyFlink SQL on Pulsar made easy
Flink SQL on Pulsar made easy
 
Dynamic Rule-based Real-time Market Data Alerts
Dynamic Rule-based Real-time Market Data AlertsDynamic Rule-based Real-time Market Data Alerts
Dynamic Rule-based Real-time Market Data Alerts
 
Exactly-Once Financial Data Processing at Scale with Flink and Pinot
Exactly-Once Financial Data Processing at Scale with Flink and PinotExactly-Once Financial Data Processing at Scale with Flink and Pinot
Exactly-Once Financial Data Processing at Scale with Flink and Pinot
 
Processing Semantically-Ordered Streams in Financial Services
Processing Semantically-Ordered Streams in Financial ServicesProcessing Semantically-Ordered Streams in Financial Services
Processing Semantically-Ordered Streams in Financial Services
 
Tame the small files problem and optimize data layout for streaming ingestion...
Tame the small files problem and optimize data layout for streaming ingestion...Tame the small files problem and optimize data layout for streaming ingestion...
Tame the small files problem and optimize data layout for streaming ingestion...
 
Batch Processing at Scale with Flink & Iceberg
Batch Processing at Scale with Flink & IcebergBatch Processing at Scale with Flink & Iceberg
Batch Processing at Scale with Flink & Iceberg
 

Kürzlich hochgeladen

Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% SecurePooja Nehwal
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxolyaivanovalion
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxfirstjob4
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...SUHANI PANDEY
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Delhi Call girls
 

Kürzlich hochgeladen (20)

Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% SecureCall me @ 9892124323  Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 
Mature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptxMature dropshipping via API with DroFx.pptx
Mature dropshipping via API with DroFx.pptx
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptx
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
VIP Model Call Girls Hinjewadi ( Pune ) Call ON 8005736733 Starting From 5K t...
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts ServiceCall Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 

Eron Wright - Flink Security Enhancements

  • 1. Flink Security Enhancements Eron Wright – eron.wright@emc.com DELL EMC @eronwright
  • 2. 2 of 11 New Security Features 1. Kerberos Authentication Support 2. Service-Level Authorization 3. Transport Security (SSL/TLS)
  • 3. 3 of 11 Existing Capability • Hadoop Delegation Token (DT) • CLI usesKerberosto authenticateto HDFS • HDFSprovidesa DT, which CLI passesto the Flinkcluster • Clusteris ableto accessHDFSfilesonbehalfof theuser • Limitations • YARN mode only • Not usefulto non-Hadoopservices,e.g. Kafka. • Note: Still supported TM TM DATA AKKA JM CLI WEB BROWSER KAFKA HDFSZK HTTP Flink Cluster delegation token
  • 4. 4 of 11 Kerberos Authentication Support • “Cluster-Level Kerberos Identity” • Keytab-based • Sharedby alljobs, notjob-specific • Enables Kerberos authentication • DataSourcesandSinks(HDFS,Kafka…) • StateBackends(ZooKeeper…) • Protects state data • ACL onznodes,files • Supported in standalone and YARN deployment modes TM TM DATA AKKA JM CLI WEB BROWSER KAFKA HDFSZK HTTP Flink Cluster keytab
  • 5. 5 of 11 Service-Level Authorization • “Restrict access to your Flink cluster” • Protects all endpoints: • Akka System(control path) • Intra-ClusterDataTransfer • WebUI • BlobTransfer(JARs…) • Simple shared secret • Configuredor generated • Storedonclient (~/.flink/…) • Storedincluster • Supported in standalone and YARN TM TM DATA AKKA JM CLI WEB BROWSER KAFKA HDFSZK HTTP Flink Cluster keytab secret
  • 6. 6 of 11 Transport-Level Security (SSL/TLS) • “SSL for all connections” • May be enabled on a per-endpoint basis • WebUIis problematic • Supported in standalone and YARN TM TM DATA AKKA JM CLI WEB BROWSER KAFKA HDFSZK HTTPS Flink Cluster keytab secret TLS cert(s)
  • 8. 8 of 11 Configuration • Configure Kerberos Identity: – security.enabled: true – security.keytab: /path/to/keytab – security.principal: name@realm • Configure Service-Level Authorization: – security.cookie: (secret cookie) • Configure Transport-Level Security: – security.ssl.enabled: true – security.ssl.keystore: /path/to/keystore – security.ssl.keystore-password: (password) – security.ssl.key-password: (password) – security.ssl.truststore: /path/to/truststore – security.ssl.truststore-password: (password) TM TM DATA AKKA JM CLI WEB BROWSER KAFKA HDFSZK HTTPS Flink Cluster keytab secret TLS cert(s)
  • 10. 10 of 11 Project Status • Targeted for: Flink 1.2 • Contributors: – Vijay Srinivasaraghavan (Dell EMC) – Suresh Krishnappa (Dell EMC) • Design Doc: Secure Data Access on Google Docs • JIRAs: – FLINK-3929 - Support for Kerberos Authentication with Keytab Credential – FLINK-3930 - Implement Service-Level Authorization – FLINK-3931 - Implement Transport Encryption (SSL/TLS) – FLINK-3932 - Implement State Backend Security • Code: – Github: https://github.com/EronWright/flink/tree/feature-flink-security