Sahara Updates - Liberty Edition

•Download as PPTX, PDF•

2 likes•905 views

OpenStack Foundation

Sahara PTL, Sergey Lukjanov, provides project updates from Kilo to Liberty

PTL
Sergey Lukjanov
Data Processing Update
OpenStack Sahara

To provide a scalable data processing stack
and associated management interfaces Sahara
● provisions & operates data proc. clusters
● schedules & operates data proc. jobs /
workloads

Elastic Data Processing (EDP) is Sahara’s take
on data processing workflow management.

Kilo release overview
● 720+ code commits from 50 people
● 52 blueprints implemented
● ~7000 code reviews
● ~239 bugs fixed
details: https://launchpad.net/sahara/kilo

New and updated plugins
Vanilla Apache Hadoop 2.6.0
extended CDH 5
MapR
Apache Storm
Kilo

Sahara UI improvements (in Horizon)
Guided cluster creation and job exec
Filtering for all objects search
Kilo

Indirect VM access (gateway)
Kilo

Event log
Kilo

Default templates CLI
Kilo

Liberty plans

CDH 5.4.X w/ HA
HDP 2.2 w/ HA
Spark 1.3.X
Liberty

Data Sources placeholders / templates
Liberty

Objects editing
Liberty

Separated sahara-tests scenarios test tool
Liberty

Overall provisioning reliability
Only Heat engine
Liberty

Sahara Updates - Liberty Edition

More Related Content

What's hot

Cinder Updates - Liberty Edition

Cinder Updates - Liberty Edition

Cinder Updates - Liberty Edition

OpenStack Foundation

OpenContrail Implementations

OpenContrail Implementations

OpenContrail Implementations

OpenStack meetup @ Bangalore on 31st Mar 2018

OpenStack meetup @ Bangalore on 31st Mar 2018

OpenStack meetup @ Bangalore on 31st Mar 2018

Ranga Swami Reddy Muthumula

Congress Updates - Liberty Edition

Congress Updates - Liberty Edition

Congress Updates - Liberty Edition

OpenStack Foundation

OpenContrail Experience tcp cloud OpenStack Summit Tokyo

OpenContrail Experience tcp cloud OpenStack Summit Tokyo

OpenContrail Experience tcp cloud OpenStack Summit Tokyo

tcp cloud & AVG User Story. Does your IT department’s left hand talk to the right hand? Finally ours does at http://www.avg.com/eu-en/homepage! This is the story of OpenStack as our salvation, and important lessons learned in technology and IT politics. Our appsdev team’s devops abilities were being held ransom on vCenter, so we wanted public cloud agility for dev/test/staging. With the help of our IT partner…Full session details here: http://awe.sm/r9Ekr

OpenStack Ousts vCenter for DevOps and Unites IT Silos at AVG Technologies

OpenStack Ousts vCenter for DevOps and Unites IT Silos at AVG Technologies

OpenStack Ousts vCenter for DevOps and Unites IT Silos at AVG Technologies

Container Management - Federico Simoncelli - ManageIQ Design Summit 2016

Container Management - Federico Simoncelli - ManageIQ Design Summit 2016

Container Management - Federico Simoncelli - ManageIQ Design Summit 2016

Operators experience and perspective on SDN with VLANs and L3 Networks

Operators experience and perspective on SDN with VLANs and L3 Networks

Operators experience and perspective on SDN with VLANs and L3 Networks

OpenStack - Tzu-Mainn Chen, Marek Aufart, Petr Blaho - ManageIQ Design Summit...

OpenStack - Tzu-Mainn Chen, Marek Aufart, Petr Blaho - ManageIQ Design Summit...

OpenStack - Tzu-Mainn Chen, Marek Aufart, Petr Blaho - ManageIQ Design Summit...

Replication - Nick Carboni - ManageIQ Design Summit 2016

Replication - Nick Carboni - ManageIQ Design Summit 2016

Replication - Nick Carboni - ManageIQ Design Summit 2016

OpenStack is a proven open source software for creating private and public clouds. It is being used by a very large ecosystem of companies who use it every day to run their businesses.This talk will be an introduction to Openstack and it will cover the following: - What is OpenStack - Who is involved and who uses it - Projects under the OpenStack umbrella - OpenStack architecture(s) - OpenStack releases - How to contribute to OpenStack - Q & A

SFScon16 - Michele Baldessari: "OpenStack – An introduction"

SFScon16 - Michele Baldessari: "OpenStack – An introduction"

SFScon16 - Michele Baldessari: "OpenStack – An introduction"

South Tyrol Free Software Conference

CERN, the European Organization for Nuclear Research, is one of the world’s largest centres for scientific research. Its business is fundamental physics, finding out what the universe is made of and how it works. At CERN, accelerators such as the 27km Large Hadron Collider, are used to study the basic constituents of matter. This talk reviews the challenges to record and analyse the 25 Petabytes/year produced by the experiments and the investigations into how OpenStack could help to deliver a more agile computing infrastructure.

CERN User Story

CERN User Story

CERN User Story

Liberty release: Preliminary marketing materials & messages

Liberty release: Preliminary marketing materials & messages

Liberty release: Preliminary marketing materials & messages

OpenStack Foundation

4 - Customer story: Telenet

4 - Customer story: Telenet

4 - Customer story: Telenet

Open stack in action openstack tech commitee-grizzly

Open stack in action openstack tech commitee-grizzly

Open stack in action openstack tech commitee-grizzly

An Introduction to OpenStack Heat

An Introduction to OpenStack Heat

An Introduction to OpenStack Heat

OpenStack Kilo - April 2015

OpenStack Kilo - April 2015

OpenStack Kilo - April 2015

OpenStack Foundation

Scality S3 Server: Node js Meetup Presentation

Scality S3 Server: Node js Meetup Presentation

Scality S3 Server: Node js Meetup Presentation

7 - Monitoring Kubernetes with Elastic

7 - Monitoring Kubernetes with Elastic

7 - Monitoring Kubernetes with Elastic

CERN, the European Laboratory for Particle Physics, provides the infrastructure and resources to thousands of scientists all around the world to uncover the mysteries of the Universe. In the quest to build a private Cloud Infrastructure to support its users, CERN started early evaluating the OpenStack project, building several prototypes and engaging with the community. Finally, in 2013 CERN released its production Cloud Infrastructure using OpenStack. Since then we moved from a few hundred cores to a multi-cell deployment spread between different regions. After 7 years deploying and managing OpenStack in production at a large scale, we now look back and discuss the challenges of building a massive scale infrastructure from 0 to +300K cores. In this talk we will dive into the history, architecture, tools and technical decisions behind the CERN Cloud Infrastructure over the years.

10 Years of OpenStack at CERN - From 0 to 300k cores

10 Years of OpenStack at CERN - From 0 to 300k cores

10 Years of OpenStack at CERN - From 0 to 300k cores

Belmiro Moreira

What's hot (20)

Cinder Updates - Liberty Edition

Cinder Updates - Liberty Edition

Cinder Updates - Liberty Edition

OpenContrail Implementations

OpenContrail Implementations

OpenContrail Implementations

OpenStack meetup @ Bangalore on 31st Mar 2018

OpenStack meetup @ Bangalore on 31st Mar 2018

OpenStack meetup @ Bangalore on 31st Mar 2018

Congress Updates - Liberty Edition

Congress Updates - Liberty Edition

Congress Updates - Liberty Edition

OpenContrail Experience tcp cloud OpenStack Summit Tokyo

OpenContrail Experience tcp cloud OpenStack Summit Tokyo

OpenContrail Experience tcp cloud OpenStack Summit Tokyo

OpenStack Ousts vCenter for DevOps and Unites IT Silos at AVG Technologies

OpenStack Ousts vCenter for DevOps and Unites IT Silos at AVG Technologies

OpenStack Ousts vCenter for DevOps and Unites IT Silos at AVG Technologies

Container Management - Federico Simoncelli - ManageIQ Design Summit 2016

Container Management - Federico Simoncelli - ManageIQ Design Summit 2016

Container Management - Federico Simoncelli - ManageIQ Design Summit 2016

Operators experience and perspective on SDN with VLANs and L3 Networks

Operators experience and perspective on SDN with VLANs and L3 Networks

Operators experience and perspective on SDN with VLANs and L3 Networks

OpenStack - Tzu-Mainn Chen, Marek Aufart, Petr Blaho - ManageIQ Design Summit...

OpenStack - Tzu-Mainn Chen, Marek Aufart, Petr Blaho - ManageIQ Design Summit...

OpenStack - Tzu-Mainn Chen, Marek Aufart, Petr Blaho - ManageIQ Design Summit...

Replication - Nick Carboni - ManageIQ Design Summit 2016

Replication - Nick Carboni - ManageIQ Design Summit 2016

Replication - Nick Carboni - ManageIQ Design Summit 2016

SFScon16 - Michele Baldessari: "OpenStack – An introduction"

SFScon16 - Michele Baldessari: "OpenStack – An introduction"

SFScon16 - Michele Baldessari: "OpenStack – An introduction"

CERN User Story

CERN User Story

CERN User Story

Liberty release: Preliminary marketing materials & messages

Liberty release: Preliminary marketing materials & messages

Liberty release: Preliminary marketing materials & messages

4 - Customer story: Telenet

4 - Customer story: Telenet

4 - Customer story: Telenet

Open stack in action openstack tech commitee-grizzly

Open stack in action openstack tech commitee-grizzly

Open stack in action openstack tech commitee-grizzly

An Introduction to OpenStack Heat

An Introduction to OpenStack Heat

An Introduction to OpenStack Heat

OpenStack Kilo - April 2015

OpenStack Kilo - April 2015

OpenStack Kilo - April 2015

Scality S3 Server: Node js Meetup Presentation

Scality S3 Server: Node js Meetup Presentation

Scality S3 Server: Node js Meetup Presentation

7 - Monitoring Kubernetes with Elastic

7 - Monitoring Kubernetes with Elastic

7 - Monitoring Kubernetes with Elastic

10 Years of OpenStack at CERN - From 0 to 300k cores

10 Years of OpenStack at CERN - From 0 to 300k cores

10 Years of OpenStack at CERN - From 0 to 300k cores

Similar to Sahara Updates - Liberty Edition

OpenStack Data Processing ("Sahara") project update - December 2014

OpenStack Data Processing ("Sahara") project update - December 2014

OpenStack Data Processing ("Sahara") project update - December 2014

Sergey Lukjanov

Sahara Updates - Kilo Edition

Sahara Updates - Kilo Edition

Sahara Updates - Kilo Edition

OpenStack Foundation

The state of the art for OpenStack Data Processing (Hadoop on OpenStack) - At...

The state of the art for OpenStack Data Processing (Hadoop on OpenStack) - At...

The state of the art for OpenStack Data Processing (Hadoop on OpenStack) - At...

Atlanta OpenStack Summit: The State of OpenStack Data Processing: Sahara, Now...

Atlanta OpenStack Summit: The State of OpenStack Data Processing: Sahara, Now...

Atlanta OpenStack Summit: The State of OpenStack Data Processing: Sahara, Now...

Sergey Lukjanov

Data Processing Updates - Juno Edition

Data Processing Updates - Juno Edition

Data Processing Updates - Juno Edition

OpenStack Foundation

Hadoop and OpenStack

Hadoop and OpenStack

Hadoop and OpenStack

DataWorks Summit

Hadoop and OpenStack - Hadoop Summit San Jose 2014

Hadoop and OpenStack - Hadoop Summit San Jose 2014

Hadoop and OpenStack - Hadoop Summit San Jose 2014

Apache Solr on Hadoop is enabling organizations to collect, process and search larger, more varied data. Apache Spark is is making a large impact across the industry, changing the way we think about batch processing and replacing MapReduce in many cases. But how can production users easily migrate ingestion of HDFS data into Solr from MapReduce to Spark? How can they update and delete existing documents in Solr at scale? And how can they easily build flexible data ingestion pipelines? Cloudera Search Software Engineer Wolfgang Hoschek will present an architecture and solution to this problem. How was Apache Solr, Spark, Crunch, and Morphlines integrated to allow for scalable and flexible ingestion of HDFS data into Solr? What are the solved problems and what's still to come? Join us for an exciting discussion on this new technology.

Ingesting hdfs intosolrusingsparktrimmed

Ingesting hdfs intosolrusingsparktrimmed

Ingesting hdfs intosolrusingsparktrimmed

Over the past year, a lot of progress has been made in advancing the Apache Hadoop platform at Yahoo. We underwent a massive infrastructure consolidation to lower the platform TCO. CaffeOnSpark was open-sourced for distributed deep learning on existing infrastructure with a combination of CPU and GPU-based computing. Traditional compute on MapReduce continues to shift to Apache Tez and Apache Spark for lower processing time. Our internal security, multi-tenancy, and scale changes to Apache Storm got pushed to the community in Storm 0.10. Omid was open-sourced for managing transactions reliably on Apache HBase. Multi-tenancy with region groups, splittable META, ZooKeeper-less assignment manager, favored nodes with HDFS block placement, and support for humongous tables have taken Apache HBase scale to new heights. Dependency management in Apache Oozie for combinatorial, conditional, and optional processing gives increased flexibility to our data pipelines teams in maintaining SLAs. Focus on ease of use and onboarding improvements have brought in a whole new class of use cases and users to the platform. In this talk, we will provide a comprehensive overview of the platform technology stack, recent developments, metrics, and share thoughts on where things are headed when it comes to big data at Yahoo.

Hadoop Summit Dublin 2016: Hadoop Platform at Yahoo - A Year in Review

Hadoop Summit Dublin 2016: Hadoop Platform at Yahoo - A Year in Review

Hadoop Summit Dublin 2016: Hadoop Platform at Yahoo - A Year in Review

2014 sept 26_thug_lambda_part1

2014 sept 26_thug_lambda_part1

2014 sept 26_thug_lambda_part1

Yao Yao Mooyoung Lee https://github.com/yaowser/learn-spark/tree/master/Final%20project https://www.youtube.com/watch?v=IVMbSDS4q3A https://www.academia.edu/35646386/Teaching_Apache_Spark_Demonstrations_on_the_Databricks_Cloud_Platform https://www.slideshare.net/YaoYao44/teaching-apache-spark-demonstrations-on-the-databricks-cloud-platform-86063070/ Apache Spark is a fast and general engine for big data analytics processing with libraries for SQL, streaming, and advanced analytics Cloud Computing, Structured Streaming, Unified Analytics Integration, End-to-End Applications

Teaching Apache Spark: Demonstrations on the Databricks Cloud Platform

Teaching Apache Spark: Demonstrations on the Databricks Cloud Platform

Teaching Apache Spark: Demonstrations on the Databricks Cloud Platform

Devops Spark Streaming

Devops Spark Streaming

Devops Spark Streaming

Marilyn Waldman

28March2024-Codeless-Generative-AI-Pipelines https://www.meetup.com/futureofdata-princeton/events/299440871/ https://www.meetup.com/real-time-analytics-meetup-ny/events/299290822/ ******Note***** The event is seat-limited, therefore please complete your registration here. Only people completing the form will be able to attend. ----------------------- We're excited to invite you to join us in-person, for a Real-Time Analytics exploration! Join us for an evening of insights, networking as we delve into the OSS technologies shaping the field! Agenda: 05:30-06:00: Pizza and friends 06:00- 06:40: Codeless GenAI Pipelines with Flink, Kafka, NiFi 06:40- 07:20 Real-Time Analytics in the Corporate World: How Apache Pinot® Powers Industry Leaders 07:20-07:30 QNA Codeless GenAI Pipelines with Flink, Kafka, NiFi | Tim Spann, Cloudera Explore the power of real-time streaming with GenAI using Apache NiFi. Learn how NiFi simplifies data engineering workflows, allowing you to focus on creativity over technical complexities. I'll guide you through practical examples, showcasing NiFi's automation impact from ingestion to delivery. Whether you're a seasoned data engineer or new to GenAI, this talk offers valuable insights into optimizing workflows. Join us to unlock the potential of real-time streaming and witness how NiFi makes data engineering a breeze for GenAI applications! Real-Time Analytics in the Corporate World: How Apache Pinot® Powers Industry Leaders | Viktor Gamov, StarTree Explore how industry leaders like LinkedIn, Uber Eats, and Stripe are mastering real-time data with Viktor as your guide. Discover how Apache Pinot transforms data into actionable insights instantly. Viktor will showcase Pinot's features, including the Star-Tree Index, and explain why it's a game-changer in data strategy. This session is for everyone, from data geeks to business gurus, eager to uncover the future of tech. Join us and be wowed by the power of real-time analytics with Apache Pinot! ------- Tim Spann is a Principal Developer Advocate in Data In Motion for Cloudera. He works with Apache NiFi, Apache Kafka, Apache Pulsar, Apache Flink, Flink SQL, Apache Pinot, Trino, Apache Iceberg, DeltaLake, Apache Spark, Big Data, IoT, Cloud, AI/DL, machine learning, and deep learning. Tim has over ten years of experience with the IoT, big data, distributed computing, messaging, streaming technologies, and Java programming. Previously, he was a Developer Advocate at StreamNative, Principal DataFlow Field Engineer at Cloudera, a Senior Solutions Engineer at Hortonworks, a Senior Solutions Architect at AirisData, a Senior Field Engineer at Pivotal and a Team Leader at HPE. He blogs for DZone, where he is the Big Data Zone leader, and runs a popular meetup in Princeton & NYC on Big Data, Cloud, IoT, deep learning, streaming, NiFi, the blockchain, and Spark. Tim is a frequent speaker at conferences such as ApacheCon, DeveloperWeek, Pulsar Summit and many more.

28March2024-Codeless-Generative-AI-Pipelines

28March2024-Codeless-Generative-AI-Pipelines

28March2024-Codeless-Generative-AI-Pipelines

Hadoop Platform at Yahoo

Hadoop Platform at Yahoo

Hadoop Platform at Yahoo

DataWorks Summit/Hadoop Summit

Kubernetes has quickly become the ad-hoc standard for managing software deployments. The Scylla team recently released the beta version of the Scylla Operator for Kubernetes. Join us to learn how Kubernetes can be used to automate the deployment, scaling, and various operations of Scylla NoSQL. In this webinar we will: - Present the mapping between Scylla and Kubernetes entities, and explain their reasoning - Give insight into the Operator Open Source project, and how you can get involved - Explain and demo common procedures with Scylla Operator - Discuss the challenges of running a high performance, persistent application on Kubernetes, and the trade offs we considered - Share our plans for Scylla on Kubernetes

Running Scylla on Kubernetes with Scylla Operator

Running Scylla on Kubernetes with Scylla Operator

Running Scylla on Kubernetes with Scylla Operator

Apache Spark offers unique in-memory capabilities and is well suited to a wide variety of data processing workloads including machine learning and micro-batch processing. With HDP 2.2, Apache Spark is a fully supported component of the Hortonworks Data Platform. In this session we will cover the key fundamentals of Apache Spark and operational best practices for executing Spark jobs along with the rest of Big Data workloads. We will also provide a working example to showcase micro-batch and machine learning processing using Apache Spark.

Hortonworks tech workshop in-memory processing with spark

Hortonworks tech workshop in-memory processing with spark

Hortonworks tech workshop in-memory processing with spark

sudoers: Benchmarking Hadoop with ALOJA

sudoers: Benchmarking Hadoop with ALOJA

sudoers: Benchmarking Hadoop with ALOJA

Author: Stefan Papp, Data Architect at “The unbelievable Machine Company“. An overview of Big Data Processing engines with a focus on Apache Spark and Apache Flink, given at a Vienna Data Science Group meeting on 26 January 2017. Following questions are addressed: • What are big data processing paradigms and how do Spark 1.x/Spark 2.x and Apache Flink solve them? • When to use batch and when stream processing? • What is a Lambda-Architecture and a Kappa Architecture? • What are the best practices for your project?

20170126 big data processing

20170126 big data processing

20170126 big data processing

Vienna Data Science Group

Apache Flink: Past, Present and Future

Apache Flink: Past, Present and Future

Apache Flink: Past, Present and Future

Apache Hudi is a data lake platform, that provides streaming primitives (upserts/deletes/change streams) on top of data lake storage. Hudi powers very large data lakes at Uber, Robinhood and other companies, while being pre-installed on four major cloud platforms. Hudi supports exactly-once, near real-time data ingestion from Apache Kafka to cloud storage, which is typically used in-place of a S3/HDFS sink connector to gain transactions and mutability. While this approach is scalable and battle-tested, it can only ingest data in mini batches, leading to lower data freshness. In this talk, we introduce a Kafka Connect Sink Connector for Apache Hudi, which writes data straight into Hudi's log format, making the data immediately queryable, while Hudi's table services like indexing, compaction, clustering work behind the scenes, to further re-organize for better query performance.

Streaming Data Lakes using Kafka Connect + Apache Hudi | Vinoth Chandar, Apac...

Streaming Data Lakes using Kafka Connect + Apache Hudi | Vinoth Chandar, Apac...

Streaming Data Lakes using Kafka Connect + Apache Hudi | Vinoth Chandar, Apac...

HostedbyConfluent

Similar to Sahara Updates - Liberty Edition (20)

OpenStack Data Processing ("Sahara") project update - December 2014

OpenStack Data Processing ("Sahara") project update - December 2014

OpenStack Data Processing ("Sahara") project update - December 2014

Sahara Updates - Kilo Edition

Sahara Updates - Kilo Edition

Sahara Updates - Kilo Edition

The state of the art for OpenStack Data Processing (Hadoop on OpenStack) - At...

The state of the art for OpenStack Data Processing (Hadoop on OpenStack) - At...

The state of the art for OpenStack Data Processing (Hadoop on OpenStack) - At...

Atlanta OpenStack Summit: The State of OpenStack Data Processing: Sahara, Now...

Atlanta OpenStack Summit: The State of OpenStack Data Processing: Sahara, Now...

Atlanta OpenStack Summit: The State of OpenStack Data Processing: Sahara, Now...

Data Processing Updates - Juno Edition

Data Processing Updates - Juno Edition

Data Processing Updates - Juno Edition

Hadoop and OpenStack

Hadoop and OpenStack

Hadoop and OpenStack

Hadoop and OpenStack - Hadoop Summit San Jose 2014

Hadoop and OpenStack - Hadoop Summit San Jose 2014

Hadoop and OpenStack - Hadoop Summit San Jose 2014

Ingesting hdfs intosolrusingsparktrimmed

Ingesting hdfs intosolrusingsparktrimmed

Ingesting hdfs intosolrusingsparktrimmed

Hadoop Summit Dublin 2016: Hadoop Platform at Yahoo - A Year in Review

Hadoop Summit Dublin 2016: Hadoop Platform at Yahoo - A Year in Review

Hadoop Summit Dublin 2016: Hadoop Platform at Yahoo - A Year in Review

2014 sept 26_thug_lambda_part1

2014 sept 26_thug_lambda_part1

2014 sept 26_thug_lambda_part1

Teaching Apache Spark: Demonstrations on the Databricks Cloud Platform

Teaching Apache Spark: Demonstrations on the Databricks Cloud Platform

Teaching Apache Spark: Demonstrations on the Databricks Cloud Platform

Devops Spark Streaming

Devops Spark Streaming

Devops Spark Streaming

28March2024-Codeless-Generative-AI-Pipelines

28March2024-Codeless-Generative-AI-Pipelines

28March2024-Codeless-Generative-AI-Pipelines

Hadoop Platform at Yahoo

Hadoop Platform at Yahoo

Hadoop Platform at Yahoo

Running Scylla on Kubernetes with Scylla Operator

Running Scylla on Kubernetes with Scylla Operator

Running Scylla on Kubernetes with Scylla Operator

Hortonworks tech workshop in-memory processing with spark

Hortonworks tech workshop in-memory processing with spark

Hortonworks tech workshop in-memory processing with spark

sudoers: Benchmarking Hadoop with ALOJA

sudoers: Benchmarking Hadoop with ALOJA

sudoers: Benchmarking Hadoop with ALOJA

20170126 big data processing

20170126 big data processing

20170126 big data processing

Apache Flink: Past, Present and Future

Apache Flink: Past, Present and Future

Apache Flink: Past, Present and Future

Streaming Data Lakes using Kafka Connect + Apache Hudi | Vinoth Chandar, Apac...

Streaming Data Lakes using Kafka Connect + Apache Hudi | Vinoth Chandar, Apac...

Streaming Data Lakes using Kafka Connect + Apache Hudi | Vinoth Chandar, Apac...

More from OpenStack Foundation

Sponsor Webinar - OpenStack Summit Vancouver 2018

Sponsor Webinar - OpenStack Summit Vancouver 2018

Sponsor Webinar - OpenStack Summit Vancouver 2018

OpenStack Foundation

OpenStack Summits 101: A Guide For Attendees

OpenStack Summits 101: A Guide For Attendees

OpenStack Summits 101: A Guide For Attendees

OpenStack Foundation

OpenStack Marketing Plan - Community Presentation

OpenStack Marketing Plan - Community Presentation

OpenStack Marketing Plan - Community Presentation

OpenStack Foundation

OpenStack 5th Birthday - User Group Parties

OpenStack 5th Birthday - User Group Parties

OpenStack 5th Birthday - User Group Parties

OpenStack Foundation

OpenStack Foundation 2H 2015 Marketing Plan

OpenStack Foundation 2H 2015 Marketing Plan

OpenStack Foundation 2H 2015 Marketing Plan

OpenStack Foundation

OpenStack Summit Tokyo Sponsor Webinar

OpenStack Summit Tokyo Sponsor Webinar

OpenStack Summit Tokyo Sponsor Webinar

OpenStack Foundation

Nova Updates - Liberty Edition

Nova Updates - Liberty Edition

Nova Updates - Liberty Edition

OpenStack Foundation

OpenStack: five years in

OpenStack: five years in

OpenStack: five years in

OpenStack Foundation

Swift Updates - Liberty Edition

Swift Updates - Liberty Edition

Swift Updates - Liberty Edition

OpenStack Foundation

Release Cycle Management Updates - Liberty Edition

Release Cycle Management Updates - Liberty Edition

Release Cycle Management Updates - Liberty Edition

OpenStack Foundation

OpenStack Day CEE 2015: Real-World Use Cases

OpenStack Day CEE 2015: Real-World Use Cases

OpenStack Day CEE 2015: Real-World Use Cases

OpenStack Foundation

April 2015 Marketing Meeting: OpenStack Powered

April 2015 Marketing Meeting: OpenStack Powered

April 2015 Marketing Meeting: OpenStack Powered

OpenStack Foundation

OpenStack 2015 Marketing Plan

OpenStack 2015 Marketing Plan

OpenStack 2015 Marketing Plan

OpenStack Foundation

Designing an OpenStack Summit Session Submission for Success

Designing an OpenStack Summit Session Submission for Success

Designing an OpenStack Summit Session Submission for Success

OpenStack Foundation

OpenStack Vancouver Summit Sponsor Overview

OpenStack Vancouver Summit Sponsor Overview

OpenStack Vancouver Summit Sponsor Overview

OpenStack Foundation

Keystone Updates - Kilo Edition

Keystone Updates - Kilo Edition

Keystone Updates - Kilo Edition

OpenStack Foundation

Trove Updates - Kilo Edition

Trove Updates - Kilo Edition

Trove Updates - Kilo Edition

OpenStack Foundation

December 2014 Marketing Meeting

December 2014 Marketing Meeting

December 2014 Marketing Meeting

OpenStack Foundation

Zaqar Updates - Kilo Ediiton

Zaqar Updates - Kilo Ediiton

Zaqar Updates - Kilo Ediiton

OpenStack Foundation

More from OpenStack Foundation (19)

Sponsor Webinar - OpenStack Summit Vancouver 2018

Sponsor Webinar - OpenStack Summit Vancouver 2018

Sponsor Webinar - OpenStack Summit Vancouver 2018

OpenStack Summits 101: A Guide For Attendees

OpenStack Summits 101: A Guide For Attendees

OpenStack Summits 101: A Guide For Attendees

OpenStack Marketing Plan - Community Presentation

OpenStack Marketing Plan - Community Presentation

OpenStack Marketing Plan - Community Presentation

OpenStack 5th Birthday - User Group Parties

OpenStack 5th Birthday - User Group Parties

OpenStack 5th Birthday - User Group Parties

OpenStack Foundation 2H 2015 Marketing Plan

OpenStack Foundation 2H 2015 Marketing Plan

OpenStack Foundation 2H 2015 Marketing Plan

OpenStack Summit Tokyo Sponsor Webinar

OpenStack Summit Tokyo Sponsor Webinar

OpenStack Summit Tokyo Sponsor Webinar

Nova Updates - Liberty Edition

Nova Updates - Liberty Edition

Nova Updates - Liberty Edition

OpenStack: five years in

OpenStack: five years in

OpenStack: five years in

Swift Updates - Liberty Edition

Swift Updates - Liberty Edition

Swift Updates - Liberty Edition

Release Cycle Management Updates - Liberty Edition

Release Cycle Management Updates - Liberty Edition

Release Cycle Management Updates - Liberty Edition

OpenStack Day CEE 2015: Real-World Use Cases

OpenStack Day CEE 2015: Real-World Use Cases

OpenStack Day CEE 2015: Real-World Use Cases

April 2015 Marketing Meeting: OpenStack Powered

April 2015 Marketing Meeting: OpenStack Powered

April 2015 Marketing Meeting: OpenStack Powered

OpenStack 2015 Marketing Plan

OpenStack 2015 Marketing Plan

OpenStack 2015 Marketing Plan

Designing an OpenStack Summit Session Submission for Success

Designing an OpenStack Summit Session Submission for Success

Designing an OpenStack Summit Session Submission for Success

OpenStack Vancouver Summit Sponsor Overview

OpenStack Vancouver Summit Sponsor Overview

OpenStack Vancouver Summit Sponsor Overview

Keystone Updates - Kilo Edition

Keystone Updates - Kilo Edition

Keystone Updates - Kilo Edition

Trove Updates - Kilo Edition

Trove Updates - Kilo Edition

Trove Updates - Kilo Edition

December 2014 Marketing Meeting

December 2014 Marketing Meeting

December 2014 Marketing Meeting

Zaqar Updates - Kilo Ediiton

Zaqar Updates - Kilo Ediiton

Zaqar Updates - Kilo Ediiton

Recently uploaded

Abortion Clinic And Abortion Pills For Sale in Oman MEDICAL ABORTION PILLS FOR SALE in Fujairah , Ajman, Al Ain Quality Abortion services provided by specialists. Women's health problems. A same day service, safe, legal & pain free Abortions. From 1 week to 5 months. We use tested and approved pills. It's 100% guaranteed & safe. No side effects at all. We also do free womb cleaning and free pills delivery. We sell pregnancy termination pills {ABORTION PILLS} Our service is ever private with all our clients. Call/WhatsApp:

%+27788225528 love spells in Vancouver Psychic Readings, Attraction spells,Br...

%+27788225528 love spells in Vancouver Psychic Readings, Attraction spells,Br...

%+27788225528 love spells in Vancouver Psychic Readings, Attraction spells,Br...

Unlocking the Future of AI Agents with Large Language Models

Unlocking the Future of AI Agents with Large Language Models

Unlocking the Future of AI Agents with Large Language Models

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts In Chinsurah ❤Personal Whatsapp Number Chinsurah Call Girls 8617697112 💦✅. Chinsurah escorts we are avaliable for our all types budget customers with offer great deals in Chinsurah.Call Now our Chinsurah escort service & call girls ... Independent call girls in Chinsurah escorts available 24 hours a day for discreet incall and outcall bookings from trusted call girls - Elis.in. Nitya salvi Chinsurah escorts service agency # Are you looking for sexy call girls ? Call our agency to get you dream independent call girl, ... One shot: ₹2000/in-call, ₹5000/out-call Two shots with one girl: ₹3500/in-call, ₹6000/out-call Body to body massage with sex: ₹3000/in-call Full night for one person: ₹7000/in-call, ₹10000/out-call Flexibility Choices and options Lists of many beauty fantasies Turn your dream into reality Perfect companionship Cheap and convenient In-call and Out-call services And many more. WhatsApp Chat: 📞 8617697112 Visit The Website : https://www.nityasalvi.com/

Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts ...

At TECUNIQUE, we're a stable and steadily growing Indian software services company with over 14 years of industry experience. Specializing in offshore software development and quality assurance services, we've built a reputation for delivering unique and effective solutions to start-ups, software development companies, enterprises, and digital agencies. We pride ourselves on our commitment to excellence and innovation. By blending insightful business domain knowledge with exceptional technical prowess, we craft tailor-made solutions that meet the unique needs of our clients. Our dedicated teams are adept in specific technologies, ensuring seamless integration of skills and delivering reliable, scalable, and high-quality software solutions aligned with our clients' preferences. Bespoke Dedicated Teams: Crafted to meet your specific needs and technology preferences, our dedicated teams are committed to delivering top-notch software solutions. Offshore Software Development: Accelerate your software development and scale up quickly with our 12+ years of expertise in offshore development. Quality Assurance Services: Ensure the quality of your software products with our dedicated teams of experienced QA professionals. IT Staff Augmentation: Overcome skill gaps with our client-centric software team, offering staff augmentation services. Expert Software Services: Unlock our capabilities in custom software development, product development, and quality assurance. Mission and Vision: Our mission at TECUNIQUE is to be the catalyst for our clients' success in the dynamic domain of software development. Rooted in our core values of respect, authenticity, and responsibility, we strive to ease the software outsourcing experience, reducing both time and cost to market for our clients. We envision ourselves as the leading Indian software services company, renowned for our unwavering commitment to excellence and innovation. www.tecunique.com

TECUNIQUE: Success Stories: IT Service provider

TECUNIQUE: Success Stories: IT Service provider

TECUNIQUE: Success Stories: IT Service provider

SHRMPro HRMS Software Solutions Presentation

SHRMPro HRMS Software Solutions Presentation

SHRMPro HRMS Software Solutions Presentation

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Foundation models are machine learning models which are easily capable of performing variable tasks on large and huge datasets. FMs have managed to get a lot of attention due to this feature of handling large datasets. It can do text generation, video editing to protein folding and robotics. In case we believe that FMs can help the hospitals and patients in any way, we need to perform some important evaluations, tests to test these assumptions. In this review, we take a walk through Fms and their evaluation regimes assumed clinical value. To clarify on this topic, we reviewed no less than 80 clinical FMs built from the EMR data. We added all the models trained on structured and unstructured data. We are referring to this combination of structured and unstructured EMR data or clinical data.

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

harshavardhanraghave

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal.

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal.

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...

Conference: Engage2024 in Antwerp Type: Workshop Speakers: Florian Vogler, Henning Kunz, Christoph Adler Title: Navigating the Future with The Hitchhiker's Guide to Notes and Domino 14 Abstract: Embark on an exhilarating journey with industry trailblazers Florian Vogler, Henning Kunz, and Christoph Adler in this not-to-be-missed workshop at the forefront of the tech universe. Get ready for a thrilling kick-off as we navigate the current state of the HCL universe, setting the stage for an exploration of the groundbreaking Notes and Domino 14. Discover the latest enhancements and revolutionary features that will redefine your experience. In this interactive session, unlock a treasure trove of tips and tricks to elevate your utilization of version 14, both with and without the game-changing panagenda MarvelClient. Brace yourself for also diving into Nomad, Nomad Web, and VoltMX, expanding your horizons in the expansive HCL landscape. Be a part of this exclusive opportunity to stay ahead in the ever-evolving world of HCL technologies. Your journey to mastering Notes and Domino 14 begins here. And remember, in the spirit of intergalactic exploration, don't forget to bring your towel!

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

VTU technical seminar 8Th Sem on Scikit-learn

VTU technical seminar 8Th Sem on Scikit-learn

VTU technical seminar 8Th Sem on Scikit-learn

AmarnathKambale

%in Durban+277-882-255-28 abortion pills for sale in Durban

%in Durban+277-882-255-28 abortion pills for sale in Durban

%in Durban+277-882-255-28 abortion pills for sale in Durban

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

Investing in AI transformation today The modern business advantage: Uncovering deep insights with AI Organizations around the world have come to recognize AI as the transformative technology that enables them to gain real business advantage. AI’s ability to organize vast quantities of data allows those who implement it to uncover deep business insights, augment human expertise, drive operational efficiency, transform their products, and better serve their customers

Microsoft AI Transformation Partner Playbook.pdf

Microsoft AI Transformation Partner Playbook.pdf

Microsoft AI Transformation Partner Playbook.pdf

Willy Marroquin (WillyDevNET)

ADR, or Architecture Decision Record, is a valuable tool in software development for several reasons. It provides a centralized location for documenting and tracking architectural decisions, aiding both current and future team members. ADRs enhance communication among team members by documenting the rationale behind architectural decisions, especially beneficial during onboarding of new team members or when revisiting decisions. They serve as a knowledge base, enabling teams to learn from past decisions and refine their decision-making process. Additionally, ADRs contribute to transparency by helping stakeholders understand the reasons behind specific architectural choices. As with any other tool or process, introducing them into an organization can face several obstacles, and overcoming these challenges is crucial for successful implementation. In this talk I go through some common problems and our way of solving them.

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

Papp Krisztián

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf

introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf

introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf

VishalKumarJha10

In the past six months, the AI landscape has undergone a massive transformation, ushering in a new era of productivity with the latest in Large Language Models (LLMs) and AI technology. This deep dive unlocks how to: Create CustomGPT Models: No coding needed to tailor AI for your unique projects. Integrate your own data, including PDFs and Excel sheets, making information handling a breeze. Plus, discover how to call your own actions/integrations for even more personalized utility. Navigate Advanced Prompting: Overcome AI's memory limits and utilize Retrieval-Augmented Generation for accessing your personalized data, streamlining how you interact with AI. Stay Ahead with AI Trends: Peek into the evolving world of LLMs, featuring newcomers like Google Gemini, Anthropic Claude, Open Sora, and Twitter Grok, and understand what their advancements mean for your productivity. Witness Real-Life Transformations: Through examples and prompt demonstrations, see firsthand how these AI strategies revolutionize routine tasks, from data analysis to content creation. Learn to leverage image output and input for advanced practical use cases, adding a new dimension to your productivity toolkit. No previous coding or AI experience is needed for this talk. Stay ahead in the fast-evolving world of work. Embrace the AI revolution and transform your workflow with advanced LLM techniques. Join us to ensure you're not left behind in the productivity race.

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

VictorSzoltysek

Recently uploaded (20)

%+27788225528 love spells in Vancouver Psychic Readings, Attraction spells,Br...

%+27788225528 love spells in Vancouver Psychic Readings, Attraction spells,Br...

%+27788225528 love spells in Vancouver Psychic Readings, Attraction spells,Br...

Unlocking the Future of AI Agents with Large Language Models

Unlocking the Future of AI Agents with Large Language Models

Unlocking the Future of AI Agents with Large Language Models

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain

Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts ...

TECUNIQUE: Success Stories: IT Service provider

TECUNIQUE: Success Stories: IT Service provider

TECUNIQUE: Success Stories: IT Service provider

SHRMPro HRMS Software Solutions Presentation

SHRMPro HRMS Software Solutions Presentation

SHRMPro HRMS Software Solutions Presentation

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Announcing Codolex 2.0 from GDK Software

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

%in ivory park+277-882-255-28 abortion pills for sale in ivory park

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...

%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

VTU technical seminar 8Th Sem on Scikit-learn

VTU technical seminar 8Th Sem on Scikit-learn

VTU technical seminar 8Th Sem on Scikit-learn

%in Durban+277-882-255-28 abortion pills for sale in Durban

%in Durban+277-882-255-28 abortion pills for sale in Durban

%in Durban+277-882-255-28 abortion pills for sale in Durban

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

Microsoft AI Transformation Partner Playbook.pdf

Microsoft AI Transformation Partner Playbook.pdf

Microsoft AI Transformation Partner Playbook.pdf

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

Architecture decision records - How not to get lost in the past

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

%in Hazyview+277-882-255-28 abortion pills for sale in Hazyview

introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf

introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf

introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

Sahara Updates - Liberty Edition

1. PTL Sergey Lukjanov Data Processing Update OpenStack Sahara

2. To provide a scalable data processing stack and associated management interfaces Sahara ● provisions & operates data proc. clusters ● schedules & operates data proc. jobs / workloads

3. Elastic Data Processing (EDP) is Sahara’s take on data processing workflow management.

4. Kilo release overview ● 720+ code commits from 50 people ● 52 blueprints implemented ● ~7000 code reviews ● ~239 bugs fixed details: https://launchpad.net/sahara/kilo

5. New and updated plugins Vanilla Apache Hadoop 2.6.0 extended CDH 5 MapR Apache Storm Kilo

6. Sahara UI improvements (in Horizon) Guided cluster creation and job exec Filtering for all objects search Kilo

7. Indirect VM access (gateway) Kilo

8. Event log Kilo

9. Default templates CLI Kilo

10. Liberty plans

11. CDH 5.4.X w/ HA HDP 2.2 w/ HA Spark 1.3.X Liberty

12. Data Sources placeholders / templates Liberty

13. Objects editing Liberty

14. Separated sahara-tests scenarios test tool Liberty

15. Overall provisioning reliability Only Heat engine Liberty