High availability (HA) is a major need for the vast majority of enterprise software applications. On the other hand, cloud environments are built with the rule that any instance is expected to fail.
What should i do with my workloads that require high availability?
Slides from Athens OpenStack User Group meetup.
We visit the concepts of data storage in the cloud computing world and explore the capabilities offered by OpenStack in this regard.
We repeat an introductory presentation on the OpenStack project, as many of our new members have asked to receive a complete overview. During this presentation we shall visit the different components and provide a high-level description on the architecture of OpenStack software. We shall also refer to the community around the project and as usual discuss any issues posed by the attendees.
This is a great chance to get to know better the internals of OpenStack, so i highly recommend to share with any interested party.
Slides from the meetup co-organized by Athens OpenStack User Group and Docker Athens.
We explore the relationship and integration between OpenStack and Docker as rapidly emerging technologies.
Slides from Athens OpenStack User Group meetup.
We visit the concepts of data storage in the cloud computing world and explore the capabilities offered by OpenStack in this regard.
We repeat an introductory presentation on the OpenStack project, as many of our new members have asked to receive a complete overview. During this presentation we shall visit the different components and provide a high-level description on the architecture of OpenStack software. We shall also refer to the community around the project and as usual discuss any issues posed by the attendees.
This is a great chance to get to know better the internals of OpenStack, so i highly recommend to share with any interested party.
Slides from the meetup co-organized by Athens OpenStack User Group and Docker Athens.
We explore the relationship and integration between OpenStack and Docker as rapidly emerging technologies.
Sinfonier: How I turned my grandmother into a data analyst - Fran J. Gomez - ...Codemotion
More than a technology, Sinfonier is the logic evolution of real time processing systems. It's the combination of a visual programming language (Yahoo Pipes), a collaborative philosophy (community) and a framework for real-time processing (Apache Storm) made available to users. During years solutions that exploit information using batch processing techs. have been growing. Now it is time to bring this philosophy to the world of real-time processing. Sinfonier was born with a clear focus on solving problems related to cybersecurity but technology supports other aspects we'll show this.
This presentation is a basic overview of the OpenStack Cloud. It was presented on September 23, 2015 in Orlando Florida at the Downtown UCF Incubation Office. The session provides a hi level overview of the OpenStack and a list of training resources to get up to speed on OpenStack.
Orchestration across multiple cloud platforms using HeatCoreStack
Heat allows the user to set up HOT templates that describe the dependencies and the flow of the infrastructure resources that should be deployed to meet specific use case requirements. The Heat engine understands the order it needs to orchestrate the execution of the flow defined in the template.
Apart from Orchestrating the template execution on one OpenStack platform we can make HEAT orchestrate across multiple cloud platforms by extending HEAT plug-ins. There are many use cases that can be realized using this approach such as Cloud Bursting which involves provisioning & shifting of workload between environments and Catalog based approach for templates to orchestrate across multi-cloud environment.
It covers the following,
Heat plugin architecture for orchestrating other clouds
Dynamic Authentication for other cloud platforms
Managing centralized Heat template repository with indexing and search
This deck explains ZeroVM, compares it to google's native client and introduces the Zero Cloud - a combination of OpenStack Swift and ZeroVM, together creating a platform for executing arbitrary code on top of data. http://zerovm.org
In this slideshare we introduce the basic concepts of a simple REST applications with Python and present some examples, see our Github repository. In addition we’ll go under the hood to see how Hammock provides abstraction and I’ll also show simple benchmarks that measure the library overhead.
Heat is the main project in the OpenStack Orchestration program. It implements an orchestration engine to launch multiple composite cloud applications based on templates in the form of text files that can be treated like code. A native Heat template format is evolving, but Heat also endeavours to provide compatibility with the AWS CloudFormation template format, so that many existing CloudFormation templates can be launched on OpenStack. Heat provides both an OpenStack-native ReST API and a CloudFormation-compatible Query API.
"Cooking with Heat" is an introduction to Heat and how to get started integrating OpenStack's infrastructure orchestration into your cloud applications. Presented by Eric Williams for DevOps Exchange London, February 2015
Openstack - An introduction/Installation - Presented at Dr Dobb's conference...Rahul Krishna Upadhyaya
Slide was presented at Dr. Dobb's Conference in Bangalore.
Talks about Openstack Introduction in general
Projects under Openstack.
Contributing to Openstack.
This was presented jointly by CB Ananth and Rahul at Dr. Dobb's Conference Bangalore on 12th Apr 2014.
Sinfonier: How I turned my grandmother into a data analyst - Fran J. Gomez - ...Codemotion
More than a technology, Sinfonier is the logic evolution of real time processing systems. It's the combination of a visual programming language (Yahoo Pipes), a collaborative philosophy (community) and a framework for real-time processing (Apache Storm) made available to users. During years solutions that exploit information using batch processing techs. have been growing. Now it is time to bring this philosophy to the world of real-time processing. Sinfonier was born with a clear focus on solving problems related to cybersecurity but technology supports other aspects we'll show this.
This presentation is a basic overview of the OpenStack Cloud. It was presented on September 23, 2015 in Orlando Florida at the Downtown UCF Incubation Office. The session provides a hi level overview of the OpenStack and a list of training resources to get up to speed on OpenStack.
Orchestration across multiple cloud platforms using HeatCoreStack
Heat allows the user to set up HOT templates that describe the dependencies and the flow of the infrastructure resources that should be deployed to meet specific use case requirements. The Heat engine understands the order it needs to orchestrate the execution of the flow defined in the template.
Apart from Orchestrating the template execution on one OpenStack platform we can make HEAT orchestrate across multiple cloud platforms by extending HEAT plug-ins. There are many use cases that can be realized using this approach such as Cloud Bursting which involves provisioning & shifting of workload between environments and Catalog based approach for templates to orchestrate across multi-cloud environment.
It covers the following,
Heat plugin architecture for orchestrating other clouds
Dynamic Authentication for other cloud platforms
Managing centralized Heat template repository with indexing and search
This deck explains ZeroVM, compares it to google's native client and introduces the Zero Cloud - a combination of OpenStack Swift and ZeroVM, together creating a platform for executing arbitrary code on top of data. http://zerovm.org
In this slideshare we introduce the basic concepts of a simple REST applications with Python and present some examples, see our Github repository. In addition we’ll go under the hood to see how Hammock provides abstraction and I’ll also show simple benchmarks that measure the library overhead.
Heat is the main project in the OpenStack Orchestration program. It implements an orchestration engine to launch multiple composite cloud applications based on templates in the form of text files that can be treated like code. A native Heat template format is evolving, but Heat also endeavours to provide compatibility with the AWS CloudFormation template format, so that many existing CloudFormation templates can be launched on OpenStack. Heat provides both an OpenStack-native ReST API and a CloudFormation-compatible Query API.
"Cooking with Heat" is an introduction to Heat and how to get started integrating OpenStack's infrastructure orchestration into your cloud applications. Presented by Eric Williams for DevOps Exchange London, February 2015
Openstack - An introduction/Installation - Presented at Dr Dobb's conference...Rahul Krishna Upadhyaya
Slide was presented at Dr. Dobb's Conference in Bangalore.
Talks about Openstack Introduction in general
Projects under Openstack.
Contributing to Openstack.
This was presented jointly by CB Ananth and Rahul at Dr. Dobb's Conference Bangalore on 12th Apr 2014.
«Практика построения высокодоступного решения на базе Cloud Foundry Paas»Olga Lavrentieva
Сергей Сверчков (Solution Architect в Altoros)
Доклад: «Практика построения высокодоступного решения на базе Cloud Foundry PaaS ».
О чём: В докладе Сергей продемонстрирует архитектуру решения, базирующуюся на OpenStack, Cassandra и Cloud Foundry (PaaS), расскажет об интересных особенностях Cloud Foundry. Он также опишет опыт в области обработки данных с медицинских приборов, опыт разработки решения с высокими требованиями по доступности, безопасности в этой области. В своей презентации Сергей раскроет нюансы работы над различными уровнями решения и их интеграцией.
Building HPC Clusters as Code in the (Almost) Infinite Cloud | AWS Public Sec...Amazon Web Services
Every day, the computing power of high-performance computing (HPC) clusters helps scientists make breakthroughs, such as proving the existence of gravitational waves and screening new compounds for new drugs. Yet building HPC clusters is out of reach for most organizations, due to the upfront hardware costs and ongoing operational expenses. Now the speed of innovation is only bound by your imagination, not your budget. Researchers can run one cluster for 10,000 hours or 10,000 clusters for one hour anytime, from anywhere, and both cost the same in the cloud. And with the availability of Public Data Sets in Amazon S3, petabyte scale data is instantly accessible in the cloud. Attend and learn how to build HPC clusters on the fly, leverage Amazon’s Spot market pricing to minimize the cost of HPC jobs, and scale HPC jobs on a small budget, using all the same tools you use today, and a few new ones too.
The secret is out – Drupal has become the ‘go-to’ open source software for the publication and management of website content. By pairing Drupal with cloud technologies there is a whole new world of user benefits well beyond scale and performance.
In this session, Bret Piatt, director, technical alliances at Rackspace Hosting will discuss how to best take advantage of cloud technologies with Drupal sites. The panel presentation will address:
• Leveraging the cloud ecosystem for managing configuration, code, and backups
• How to scale Drupal clusters by integrating with cloud APIs
• Enhancing site scale and performance by taking advantage of cloud file storage/CDN
• Cloud/Drupal success stories such as Chapter Three’s ( http://www.chapterthree.com ) on Mercury, a Drupal PaaS built on The Rackspace Cloud’s Cloud Servers
LAMP Stack (Reloaded) - Infrastructure as Code with Terraform & PackerJan-Christoph Küster
Talk given at Coding Leipzig Meetup (8th August, 2018).
Why infrastructure should be managed as code (IaC), a small intro to the IaC-tooling Terraform (and Packer), and a demo that shows how to use Terraform to deploy a good old LAMP Stack into the Cloud by the push of a button (https://github.com/cloudetc/lamp-stack-for-aws).
Infrastructure as Code: Manage your Architecture with GitDanilo Poccia
Containers make packaging and distribution of your application easy. With the AWS Cloud you have an on-demand, programmable infrastructure that you can manage using tools and practices from software development. You can create resources when you need and dispose of them when you don’t. Using Amazon CloudFormation you can describe your architecture in text files. To change your infrastructure, you edit those files. Having application and infrastructure code in a single, robust, versioned repository like Git gives a lot of advantages. Using AWS Elastic Beanstalk you can link your Git branches to different infrastructure environments (e.g. test, production) and automate deployments. You can create test environments on-demand, even for a short time. Instead of continuously update your resources, you can recreate them quickly from scratch, simplifying lifecycle management and making deployments immutable. Using Amazon EC2 Container Service (ECS) you can manage containers at scale. As a result, you have more time to focus on the unique features of your application.
This talk covered the OpenStack basics that VMware Administrators need to be aware of to be successful in their deployments. We also had the Tesora team join us on stage to discuss the importance of Database-as-a-Service with the Trove project!
Real-Time Log Analysis with Apache Mesos, Kafka and CassandraJoe Stein
Slides for our solution we developed for using Mesos, Docker, Kafka, Spark, Cassandra and Solr (DataStax Enterprise Edition) all developed in Go for doing realtime log analysis at scale. Many organizations either need or want log analysis in real time where you can see within a second what is happening within your entire infrastructure. Today, with the hardware available and software systems we have in place, you can develop, build and use as a service these solutions.
Apache Mesos abstracts CPU, memory, storage, and other compute resources away from machines (physical or virtual), enabling fault-tolerant and elastic distributed systems to easily be built and run effectively.
This talk is about an introduction to practical aspects of what a cloud platform should offer, while connecting with essential background information of cloud computing theory. We are going to review the basics of a cloud computing platform. After laying the field of the cloud as a means for automated infrastructure, we are going to extend in Ansible for cloud management.
Ansible is one option for running orchestrated workflows over one or multiple IT environments, while also covers the network management. We shall describe by example the management of cloud resources and services residing on those resources based on Ansible playbooks. Then, a discussion on the abstractions available through variables,roles and inventories will follow.
Introduction to open cloud infrastructure. OpenStack community actively collaborates with other infrastructure open-source projects to build a powerful community and software tools choice for everyone in the modern digital economy.
An introduction to OpenStack as project. This overview covers the basic components and architecture of the OpenStack platform, as well as presents facts around the global and local community.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
High Availability in OpenStack
1. High Availability in OpenStack
Athens OpenStack User Group #OSATH
13th Meetup, 12th May 2015
Thanassis Parathyras,
aparathyras@stackmasters.eu, @parathyras
2. Announcements
Latest release brings bare-metal provisioning with Ironic
Greek Mailing List
• openstack-el@lists.openstack.org
• Join at http://lists.openstack.org
OpenStack Summit (https://www.openstack.org)
• 18-22 May, Vancouver
OpenStack CEE Day (http://openstackceeday.com)
• 8 June, Budapest
3. Outline
• HA in cloud environments
• OpenStack Orchestration Heat
• Example on Heat
– design structure
– web service HA
• More approaches to implement HA
– legacy and new stuff
• What about the cloud platform itself
– an operator’s view
4. Why HA is required
“cloud instances are expected to fail”
“pets vs cattles”
already established industry approach
w/ VMware DRS and HA for example
5. Where to apply HA
• Workloads
– VMs
– Applications
– Services
• OpenStack services
– Compute, Network, Storage, Identity, Image, …
– APIs, schedulers, agents
• Platform services
– Database (MySQL)
– AMQP (RabbitMQ)
We focus on HA for Workloads
6. Orchestrate with Heat
• Standard template-based mechanism
• AWS CloudFormation and HOT
(Heat Orchestration Template Language)
• Can handle HA
• Combined w/ Ceilometer supports auto-scaling
8. Heat concepts
Stacks are created from templates
• Single file template (design blueprint)
• OpenStack resources
– cloud instances,
– networks,
– storage devices,
– any other cloud resource
• Relationships between resources
– Volume attachments, etc.
• Nested stacks
• Actions on failure to support HA
• Auto-scaling policy and resource allocation
11. Beyond OpenStack
Workloads HA may further be managed using tools and
mechanisms
• Linux HA clusters
– Continue to use existing solutions
• Configuration Management
– Triggered on failure detection
– Puppet, Chef, Ansible, SaltStack
• utilize oslo library (NEW with Kilo)
– Features heartbeat monitoring
12. On the management level
OpenStack services are treated like any other service, distinguished in:
• stateless – API servers
– Scale horizontally
• stateful – schedulers, agents
– Need for the service to be HA-aware (and capable)
• Swift has built-in data redundancy
Deploy external OSS solutions based on
• HAProxy (provides load-balancing w/ health check)
• keepalived (cluster VIP, implements VRRP)
• pacemaker (cluster management)
• zookeeper (service management)
13. On the platform level
All OpenStack services are operating on top of a Database, while
most of them communicate internally through a Message Queue
HA on this level is managed by external solutions
• Galera
– Synchronous replication across MySQL clusters
– Doesn’t require a shared storage device
• RabbitMQ Mirrored Queues
– Replicated messages over multiple RabbitMQ instances
14. Get involved
• Documentation
– http://docs.openstack.org
• Join the community
– http://www.openstack.org/community
• Greek mailing list
– http://lists.openstack.org/cgi-bin/mailman/listinfo/openstack-el
• Contribute
– code (development, blueprints, reviews, bugs)
– docs writing, translations, infrastructure support
15. Thank you!
Athens OpenStack User Group #OSATH
http://www.meetup.com/Athens-OpenStack-User-Group
Thanassis Parathyras
aparathyras@stackmasters.eu, @parathyras