OpenStack in Action 4! Vincent Untz - Running multiple hypervisors in your Op...eNovance
Vincent Untz discusses running multiple hypervisors in an OpenStack cloud. OpenStack supports various hypervisors like KVM, Xen, Hyper-V, and VMware through different drivers. Running multiple hypervisors allows using each hypervisor's strengths and migrating workloads. It presents challenges for integration with OpenStack components and feature parity. SUSE Cloud provides tools to deploy and manage multiple hypervisors in a single OpenStack cloud.
OpenStack in Action! 5 - Dell - OpenStack powered solutions - Patrick HamoneNovance
This document discusses Dell/Intel OpenStack-powered solutions and provides the following key points:
1) OpenStack is an open-source cloud operating system that is growing rapidly in adoption with over 10,000 individual members and contributors from over 70 countries.
2) Dell offers OpenStack reference architectures, hardware, software, services, and support to help customers accelerate their adoption of private and hybrid cloud solutions based on OpenStack.
3) Case studies show how Dell OpenStack solutions have helped customers like a research university and web hosting provider build scalable, cost-effective private clouds to meet their infrastructure and data storage needs.
Ceph de facto storage backend for OpenStack eNovance
The document summarizes a presentation about Ceph storage and its integration with OpenStack. It discusses:
- Ceph is an open source distributed storage system that is self-managing, self-healing, and scales easily. It uses a pseudo-random placement algorithm called CRUSH to distribute data.
- Ceph has become the de facto storage backend for OpenStack. The presentation discusses the current status of Ceph integration in OpenStack Havana and upcoming improvements planned for Icehouse.
- Future releases like Firefly will add new features to Ceph like tiering, erasure coding, ZFS support, and multi-backend filestore capabilities.
Open stack in action enovance-quantum in actioneNovance
This document summarizes a presentation about Quantum, the OpenStack networking project. It introduces the speakers and their backgrounds working on OpenStack. It describes Quantum's role in providing networking for IaaS components like Nova, Swift, Cinder, and its transformation of clouds into SDN with the right plugins. Common Quantum plugins are presented along with their supported networking features. The document outlines limitations in the Folsom release and expected improvements in Grizzly, and notes early production uses of Quantum. It concludes by discussing the future of Quantum and an upcoming OpenStack workshop.
OpenStack in Action 4! Thierry Carrez - From Havana to IcehouseeNovance
This document provides an overview of OpenStack development from the Havana release to the upcoming Icehouse release from the perspective of the OpenStack Technical Committee chair. It discusses key accomplishments in the Havana cycle, governance changes, the introduction of programs, infrastructure improvements, new integrated projects like Trove, planned features for Icehouse, and new projects entering incubation like Ironic, Marconi, and Savanna.
OpenStack in Action 4! Alan Clark - The fundation for openstack CloudeNovance
The document discusses OpenStack, an open source cloud computing platform. It provides OpenStack's vision to create an ubiquitous open source cloud computing platform that can meet the needs of public and private clouds regardless of size. It outlines some of OpenStack's key features like compute, storage, networking, and dashboard. It also mentions OpenStack's proven release record, worldwide deployments, and how to get involved with the OpenStack community.
Sebastien Goasguen. With VM seemingly taking a back seat with containers coming back in fame, what is the role of CloudStack or OpenStack. In this talk Sebastien will briefly review the state of the art and bring some context around container orchestrators and how they relate to CloudStack. He will then discuss how containers orchestration can be easily integrated in CloudStack.
Openstack Summit HK - Ceph defacto - eNovanceeNovance
Sébastien Han presented on Ceph and its integration with OpenStack. Ceph is an open source distributed storage system that is well-suited for OpenStack deployments due to its self-managing capabilities and ability to scale storage resources easily. The integration between Ceph and OpenStack has improved significantly in recent OpenStack releases like Havana, with features like Cinder backup to Ceph and the ability to boot Nova instances using RBD images. Further integration work is planned for upcoming releases to fully leverage Ceph's capabilities.
Become An OpenStack TripleO ATC - Easy As ABCK Rain Leander
The goal of today’s talk will be about becoming an RDO / OpenStack / TripleO active technical contributor, but what does that mean? It means that you are a developer or designer or support engineer or tester or project manager or writer or whatnot and you’d like to become involved in an open source project. It means that you want contribute to TripleO, which is a project within the umbrella space called OpenStack, and that you can join the RDO community for guidance, feedback, and support.
Kolla allows running OpenStack in containers using Docker and Ansible for simplified and repeatable deployments. It builds container images for OpenStack components that can be customized and then deployed through Ansible playbooks. Key features include opinionated out-of-the-box configurations, customizability, and integration with tools like Docker, Kubernetes, and ELK for logging. However, caution is advised as Docker, Kolla and Kubernetes are new technologies with active development.
High Availability from the DevOps side - OpenStack Summit PortlandeNovance
This document summarizes Emilien Macchi and Sébastien Han's work on improving high availability in OpenStack. It discusses their contributions of Pacemaker resource agents and documentation updates. It also describes their experiences implementing OpenStack in a medium public cloud, noting challenges of scalability and split brains risks. Lastly, it outlines work to improve networking high availability and testing the cell architecture for horizontal scaling.
OpenStack in an Ever Expanding World of Possibilities - Vancouver 2015 SummitLew Tucker
Over the past several years we have seen the continued adoption of OpenStack and it’s expansion into new areas: from cloud service providers, enterprise private clouds to large media companies, telecommunication giants, and big science. At the same time, open source based platforms for network functions virtualization (NFV) are fueling a movement toward cloud computing in almost all major telco’s.
In the developer world, open source projects, such as Docker, Mesos, Kubernetes, and Spark are gaining a lot of attention and being integrated into OpenStack through projects Kolla and Magnum.
This session will cover how these projects and activities relate to each other and further expand the utility and adoption OpenStack.
One of the impediments to becoming an active technical contributor in the OpenStack community is setting up an efficient R&D environment which includes deploying a simple cloud. Using RDO-manager, get a basic cloud up and running with the fewest steps and minimal hardware so you can focus on the fun stuff - development
This is an Introductory presentation about Docker and Openstack, where they come together. This also give details about community projects in this area (Docker + Openstack) and more details about Nova-Docker. It assumes background of both Dockers and Openstack in general.
Kolla is a project that uses Docker containers to deploy OpenStack cloud software and services. It addresses issues with separating and upgrading OpenStack components by providing Docker images for common services like Nova, Glance, Cinder and more. Kolla utilizes technologies like Docker, Ansible and Jinja2 templates to generate configuration files and deploy containerized OpenStack. It aims to standardize OpenStack deployments and simplify upgrading components.
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStackOpenStack
Containers and OpenStack
Audience: Intermediate
Topic: Infrastructure
Abstract: Containers are the new darling of the development world, and many are calling for an end of the IaaS world. But there are still key reasons that IaaS is important even as Container based development becomes the desired path for the development community. We will review containers in the context of their growth in popularity, and look at how OpenStack both continues to support and enable Container solutions, and the latest developments in OpenStack as a containerized solution directly.
Speaker Bio: Marc Van Hoof, Kumulus
Marc van Hoof has been in the technology industry for over 20 years, focused on developing, deploying, and scaling internet applications. He was part of a team that built the first internet data centre in Australia, has worked on some of the largest online real-time events, and advises companies on how to take advantage of the true benefits of migrating to the cloud.
OpenStack Australia Day Government - Canberra 2016
https://events.aptira.com/openstack-australia-day-canberra-2016/
Openstack-Ansible is a Rackspace initiative that provides an automated way to deploy OpenStack using Ansible playbooks and roles. It pulls services from Git repositories and uses LXC containers and Ansible to deploy OpenStack on single to thousands of nodes in a scalable way. The document discusses why OpenStack deployment is difficult, outlines the OSAD architecture, configuration, and usage, and how OpenStack services are deployed and scaled out to additional compute nodes using Openstack-Ansible.
Openstack DevOps Challenges outlines the journey of CloudRX, a fictitious company, to setup a production-grade Openstack cloud using DevOps practices. It discusses challenges faced in implementing continuous integration/delivery pipelines for Openstack and its heterogeneous components, managing configurations, automated testing of environments, packaging applications, and baremetal server management.
Deploying OpenStack Services with Linux Containers - Brisbane OpenStack Meetu...Ken Thompson
The Kolla Project aims to deploy OpenStack services using Docker containers to reduce complexity. Using containers packages services with their dependencies, making deployment and management easier. Kubernetes can orchestrate containers at scale across hosts, while Atomic provides a lightweight container-hosting environment with security, isolation, and portability across systems.
This document discusses building a Platform as a Service (PaaS) on top of the CloudStack cloud computing platform. It outlines several open source PaaS solutions like AppScale and Cloud Foundry that can be used on CloudStack and discusses challenges in areas like auto-scaling, deployment, and network configuration. The document also highlights a demonstration of AppScale running successfully on CloudStack and the potential to run the proprietary Stackato PaaS, which is based on Cloud Foundry, on CloudStack by supporting its required languages and frameworks.
OpenStack: Changing the Face of Service DeliveryMirantis
Keynote by Lew Tucker, VP and CTO of Cloud Computing at Cisco, at OpenStack Silicon Valley 2015.
As more companies move to software-driven infrastructures, OpenStack opens up new possibilities for traditional network service providers, media production, and content providers. Micro-services, and carrier-grade service delivery become the new watchwords for those companies looking to disrupt traditional players with virtualized services running on OpenStack.
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015Deepak Shetty
Talk that showcases the advantages of using Ceph as the storage of choice in openstack. It shows how Ceph integrates with all openstack storage services and the adv of using Ceph as __the__ Unified Storage solution for Openstack
This document discusses different options for deploying OpenStack including Packstack, TripleO, Fuel, and OpenStack Ansible.
Packstack provides an all-in-one installation but lacks support for high availability and complex configurations. TripleO uses OpenStack native projects like Ironic but has a very high learning curve and is mostly CLI-driven. Fuel provides a wizard-driven deployment but has a non-flexible architecture. OpenStack Ansible is flexible, container-based, and easy to customize but network and OS installation must be done manually with no vendor support. The document recommends OpenStack Ansible for development/proof-of-concept and Fuel or TripleO for production-ready deployments.
Devstack is an opinionated installer for Openstack. Gigaspaces Cloudify uses the Ravello cloud to run multiple instances of Devstack, with nested virutalization, each with a different openstack version and configuration
Ceph Performance and Optimization - Ceph Day Frankfurt Ceph Community
This document summarizes a presentation about Ceph performance given at CephDays Frankfurt 2014. It discusses the good aspects of Ceph's performance including its deterministic object placement strategy and ability to aggregate IOs at the cluster and OSD levels. It also examines the bad, including issues caused by journaling, having the journal and OSD data on the same disk, filesystem fragmentation over time, lack of parallelized reads, and the impact of scrubbing. The ugly is described as multiple objects mapping to the same physical disks, causing sequential streams to get mixed and the disks to seek frequently. The document concludes with suggestions on how to properly build a Ceph cluster and considerations like hardware, data growth planning, and failure tolerance.
Deep dive into Verdaccio - NodeTLV 2022 - IsraelJuan Picado
In this talk, you will discover a deep understanding of how a Node.js registry works. Advanced features that will help boost your registry productivity and what´s new for the next major release.
carrow - Go bindings to Apache Arrow via C++-APIYoni Davidson
Apache Arrow is a cross-language development platform for in-memory data that specifies a standardized columnar memory format. It provides libraries and messaging for moving data between languages and services without serialization. The presenter discusses their motivation for creating Go bindings for Apache Arrow via C++ to share data between Go and Python programs using the same memory format. They explain several challenges of this approach, such as different memory managers in Go and C++, and solutions like generating wrapper code and handling memory with finalizers.
Openstack Summit HK - Ceph defacto - eNovanceeNovance
Sébastien Han presented on Ceph and its integration with OpenStack. Ceph is an open source distributed storage system that is well-suited for OpenStack deployments due to its self-managing capabilities and ability to scale storage resources easily. The integration between Ceph and OpenStack has improved significantly in recent OpenStack releases like Havana, with features like Cinder backup to Ceph and the ability to boot Nova instances using RBD images. Further integration work is planned for upcoming releases to fully leverage Ceph's capabilities.
Become An OpenStack TripleO ATC - Easy As ABCK Rain Leander
The goal of today’s talk will be about becoming an RDO / OpenStack / TripleO active technical contributor, but what does that mean? It means that you are a developer or designer or support engineer or tester or project manager or writer or whatnot and you’d like to become involved in an open source project. It means that you want contribute to TripleO, which is a project within the umbrella space called OpenStack, and that you can join the RDO community for guidance, feedback, and support.
Kolla allows running OpenStack in containers using Docker and Ansible for simplified and repeatable deployments. It builds container images for OpenStack components that can be customized and then deployed through Ansible playbooks. Key features include opinionated out-of-the-box configurations, customizability, and integration with tools like Docker, Kubernetes, and ELK for logging. However, caution is advised as Docker, Kolla and Kubernetes are new technologies with active development.
High Availability from the DevOps side - OpenStack Summit PortlandeNovance
This document summarizes Emilien Macchi and Sébastien Han's work on improving high availability in OpenStack. It discusses their contributions of Pacemaker resource agents and documentation updates. It also describes their experiences implementing OpenStack in a medium public cloud, noting challenges of scalability and split brains risks. Lastly, it outlines work to improve networking high availability and testing the cell architecture for horizontal scaling.
OpenStack in an Ever Expanding World of Possibilities - Vancouver 2015 SummitLew Tucker
Over the past several years we have seen the continued adoption of OpenStack and it’s expansion into new areas: from cloud service providers, enterprise private clouds to large media companies, telecommunication giants, and big science. At the same time, open source based platforms for network functions virtualization (NFV) are fueling a movement toward cloud computing in almost all major telco’s.
In the developer world, open source projects, such as Docker, Mesos, Kubernetes, and Spark are gaining a lot of attention and being integrated into OpenStack through projects Kolla and Magnum.
This session will cover how these projects and activities relate to each other and further expand the utility and adoption OpenStack.
One of the impediments to becoming an active technical contributor in the OpenStack community is setting up an efficient R&D environment which includes deploying a simple cloud. Using RDO-manager, get a basic cloud up and running with the fewest steps and minimal hardware so you can focus on the fun stuff - development
This is an Introductory presentation about Docker and Openstack, where they come together. This also give details about community projects in this area (Docker + Openstack) and more details about Nova-Docker. It assumes background of both Dockers and Openstack in general.
Kolla is a project that uses Docker containers to deploy OpenStack cloud software and services. It addresses issues with separating and upgrading OpenStack components by providing Docker images for common services like Nova, Glance, Cinder and more. Kolla utilizes technologies like Docker, Ansible and Jinja2 templates to generate configuration files and deploy containerized OpenStack. It aims to standardize OpenStack deployments and simplify upgrading components.
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStackOpenStack
Containers and OpenStack
Audience: Intermediate
Topic: Infrastructure
Abstract: Containers are the new darling of the development world, and many are calling for an end of the IaaS world. But there are still key reasons that IaaS is important even as Container based development becomes the desired path for the development community. We will review containers in the context of their growth in popularity, and look at how OpenStack both continues to support and enable Container solutions, and the latest developments in OpenStack as a containerized solution directly.
Speaker Bio: Marc Van Hoof, Kumulus
Marc van Hoof has been in the technology industry for over 20 years, focused on developing, deploying, and scaling internet applications. He was part of a team that built the first internet data centre in Australia, has worked on some of the largest online real-time events, and advises companies on how to take advantage of the true benefits of migrating to the cloud.
OpenStack Australia Day Government - Canberra 2016
https://events.aptira.com/openstack-australia-day-canberra-2016/
Openstack-Ansible is a Rackspace initiative that provides an automated way to deploy OpenStack using Ansible playbooks and roles. It pulls services from Git repositories and uses LXC containers and Ansible to deploy OpenStack on single to thousands of nodes in a scalable way. The document discusses why OpenStack deployment is difficult, outlines the OSAD architecture, configuration, and usage, and how OpenStack services are deployed and scaled out to additional compute nodes using Openstack-Ansible.
Openstack DevOps Challenges outlines the journey of CloudRX, a fictitious company, to setup a production-grade Openstack cloud using DevOps practices. It discusses challenges faced in implementing continuous integration/delivery pipelines for Openstack and its heterogeneous components, managing configurations, automated testing of environments, packaging applications, and baremetal server management.
Deploying OpenStack Services with Linux Containers - Brisbane OpenStack Meetu...Ken Thompson
The Kolla Project aims to deploy OpenStack services using Docker containers to reduce complexity. Using containers packages services with their dependencies, making deployment and management easier. Kubernetes can orchestrate containers at scale across hosts, while Atomic provides a lightweight container-hosting environment with security, isolation, and portability across systems.
This document discusses building a Platform as a Service (PaaS) on top of the CloudStack cloud computing platform. It outlines several open source PaaS solutions like AppScale and Cloud Foundry that can be used on CloudStack and discusses challenges in areas like auto-scaling, deployment, and network configuration. The document also highlights a demonstration of AppScale running successfully on CloudStack and the potential to run the proprietary Stackato PaaS, which is based on Cloud Foundry, on CloudStack by supporting its required languages and frameworks.
OpenStack: Changing the Face of Service DeliveryMirantis
Keynote by Lew Tucker, VP and CTO of Cloud Computing at Cisco, at OpenStack Silicon Valley 2015.
As more companies move to software-driven infrastructures, OpenStack opens up new possibilities for traditional network service providers, media production, and content providers. Micro-services, and carrier-grade service delivery become the new watchwords for those companies looking to disrupt traditional players with virtualized services running on OpenStack.
Ceph & OpenStack talk given @ OpenStack Meetup @ Bangalore, June 2015Deepak Shetty
Talk that showcases the advantages of using Ceph as the storage of choice in openstack. It shows how Ceph integrates with all openstack storage services and the adv of using Ceph as __the__ Unified Storage solution for Openstack
This document discusses different options for deploying OpenStack including Packstack, TripleO, Fuel, and OpenStack Ansible.
Packstack provides an all-in-one installation but lacks support for high availability and complex configurations. TripleO uses OpenStack native projects like Ironic but has a very high learning curve and is mostly CLI-driven. Fuel provides a wizard-driven deployment but has a non-flexible architecture. OpenStack Ansible is flexible, container-based, and easy to customize but network and OS installation must be done manually with no vendor support. The document recommends OpenStack Ansible for development/proof-of-concept and Fuel or TripleO for production-ready deployments.
Devstack is an opinionated installer for Openstack. Gigaspaces Cloudify uses the Ravello cloud to run multiple instances of Devstack, with nested virutalization, each with a different openstack version and configuration
Ceph Performance and Optimization - Ceph Day Frankfurt Ceph Community
This document summarizes a presentation about Ceph performance given at CephDays Frankfurt 2014. It discusses the good aspects of Ceph's performance including its deterministic object placement strategy and ability to aggregate IOs at the cluster and OSD levels. It also examines the bad, including issues caused by journaling, having the journal and OSD data on the same disk, filesystem fragmentation over time, lack of parallelized reads, and the impact of scrubbing. The ugly is described as multiple objects mapping to the same physical disks, causing sequential streams to get mixed and the disks to seek frequently. The document concludes with suggestions on how to properly build a Ceph cluster and considerations like hardware, data growth planning, and failure tolerance.
Deep dive into Verdaccio - NodeTLV 2022 - IsraelJuan Picado
In this talk, you will discover a deep understanding of how a Node.js registry works. Advanced features that will help boost your registry productivity and what´s new for the next major release.
carrow - Go bindings to Apache Arrow via C++-APIYoni Davidson
Apache Arrow is a cross-language development platform for in-memory data that specifies a standardized columnar memory format. It provides libraries and messaging for moving data between languages and services without serialization. The presenter discusses their motivation for creating Go bindings for Apache Arrow via C++ to share data between Go and Python programs using the same memory format. They explain several challenges of this approach, such as different memory managers in Go and C++, and solutions like generating wrapper code and handling memory with finalizers.
This document discusses CoreOS, an open source operating system for container-based applications. It describes CoreOS as focusing on automatic updates, using containerization and clustering to deploy and manage applications, and providing APIs to manage machines, containers, storage and networking at scale. Key CoreOS technologies mentioned include Linux containers, etcd for distributed configuration, and fleet for cluster management.
This document discusses looking beyond PHP to improve web development skills. It recommends mastering PHP fundamentals first before exploring other languages and tools. Examples given include learning JavaScript, using tools like Twig or Jinja templates, learning from code in other languages like Python, and understanding documentation standards beyond PHP like PEP and PSR. The overall message is for developers to remain curious, passionate and willing to learn from others outside of PHP.
Learn how to build decentralized and serverless html5 applications with embar...Alessandro Confetti
Codemotion, Rome 13/04/2018
Do you have an idea for a startup and don't want to pay for scaling it up? Forget about bandwidth problems, servers to install and pay for, with the power of IPFS, DAT and the blockchain.
In this talk, we will explore how to build an HTML5 DAPP (distributed application) with EmbarkJS, and figure out how to rethink servers, storage, messaging, data and payments in a distributed and decentralised way with the help of Ethereum's smart contracts, IPFS and DAT distributed storage.
Discover more at http://blog.zigolab.it
Learn how to build decentralized and serverless html5 applications with Embar...Codemotion
Do you have an idea for a startup and don't want to pay for scaling it up? Forget about bandwidth problems, servers to install and pay for, with the power of IPFS, DAT and the blockchain. In this talk, we will explore how to build an HTML5 DAPP (distributed application) with EmbarkJS, and figure out how to rethink servers, storage, messaging, data and payments in a distributed and decentralised way with the help of Ethereum's smart contracts, IPFS and DAT distributed storage.
En esta charla miraremos al futuro introduciendo Spark como alternativa al clásico motor de Hadoop MapReduce. Describiremos las diferencias más importantes frente al mismo, se detallarán los componentes principales que componen el ecosistema Spark, e introduciremos conceptos básicos que permitan empezar con el desarrollo de aplicaciones básicas sobre el mismo.
Practical Chaos Engineering will show how to start running chaos experiments in your infrastructure and will try to guide your through the principles of chaos.
ApacheCon 2021 - Apache NiFi Deep Dive 300Timothy Spann
21-September-2021 - ApacheCon - Tuesday 17:10 UTC Apache NIFi Deep Dive 300
* https://github.com/tspannhw/EverythingApacheNiFi
* https://github.com/tspannhw/FLiP-ApacheCon2021
* https://www.datainmotion.dev/2020/06/no-more-spaghetti-flows.html
* https://github.com/tspannhw/FLiP-IoT
* https://github.com/tspannhw/FLiP-Energy
* https://github.com/tspannhw/FLiP-SOLR
* https://github.com/tspannhw/FLiP-EdgeAI
* https://github.com/tspannhw/FLiP-CloudQueries
* https://github.com/tspannhw/FLiP-Jetson
* https://www.linkedin.com/pulse/2021-schedule-tim-spann/
Tuesday 17:10 UTC
Apache NIFi Deep Dive 300
Timothy Spann
For Data Engineers who have flows already in production, I will dive deep into best practices, advanced use cases, performance optimizations, tips, tricks, edge cases, and interesting examples. This is a master class for those looking to learn quickly things I have picked up after years in the field with Apache NiFi in production.
This will be interactive and I encourage questions and discussions.
You will take away examples and tips in slides, github, and articles.
This talk will cover:
Load Balancing
Parameters and Parameter Contexts
Stateless vs Stateful NiFi
Reporting Tasks
NiFi CLI
NiFi REST Interface
DevOps
Advanced Record Processing
Schemas
RetryFlowFile
Lookup Services
RecordPath
Expression Language
Advanced Error Handling Techniques
Tim Spann is a Developer Advocate @ StreamNative where he works with Apache NiFi, Apache Pulsar, Apache Flink, Apache MXNet, TensorFlow, Apache Spark, big data, the IoT, machine learning, and deep learning. Tim has over a decade of experience with the IoT, big data, distributed computing, streaming technologies, and Java programming. Previously, he was a Principal Field Engineer at Cloudera, a senior solutions architect at AirisData and a senior field engineer at Pivotal. He blogs for DZone, where he is the Big Data Zone leader, and runs a popular meetup in Princeton on big data, the IoT, deep learning, streaming, NiFi, the blockchain, and Spark. Tim is a frequent speaker at conferences such as IoT Fusion, Strata, ApacheCon, Data Works Summit Berlin, DataWorks Summit Sydney, and Oracle Code NYC. He holds a BS and MS in computer science.
Slides from my talk as part of the NBIS ChIP-seq tutorial course. I describe how we process ChIP-seq data at the Swedish National Genomics Infrastructure and how our NGI-ChIPseq analysis pipeline works. https://github.com/SciLifeLab/NGI-ChIPseq
This document discusses buildpacks, which are tools that detect and build container images for applications. Specifically, it covers cloud native buildpacks, which are open source and allow building OCI images. It provides an overview of where buildpacks originated from projects like Heroku and Cloud Foundry. It also describes Paketo buildpacks, which are maintained buildpacks that provide benefits like adding CA certificates automatically and generating security reports. Integrating buildpacks into existing pipelines can be done in various ways like using Kubernetes, GitHub Actions, or platform services that support buildpacks natively.
Integrating Applications: the Reactive WayNicola Ferraro
This document discusses integrating applications in a reactive way. It begins by defining reactive programming and reactive systems, emphasizing asynchronous, non-blocking architectures. It then discusses application integration patterns like those in Apache Camel, which supports over 200 components and many integration patterns. The document ends by discussing how to build larger reactive systems through microservice integration and communication across reactive and non-reactive applications.
OSS EU: Deep Dive into Building Streaming Applications with Apache PulsarTimothy Spann
OSS EU: Deep Dive into Building Streaming Applications with Apache Pulsar
In this session I will get you started with real-time cloud native streaming programming with Java, Golang, Python and Apache NiFi. If there’s a preferred language that the attendees pick, we will focus only on that one. I will start off with an introduction to Apache Pulsar and setting up your first easy standalone cluster in docker. We will then go into terms and architecture so you have an idea of what is going on with your events. I will then show you how to produce and consume messages to and from Pulsar topics. As well as using some of the command line and REST interfaces to monitor, manage and do CRUD on things like tenants, namespaces and topics. We will discuss Functions, Sinks, Sources, Pulsar SQL, Flink SQL and Spark SQL interfaces. We also discuss why you may want to add protocols such as MoP (MQTT), AoP (AMQP/RabbitMQ) or KoP (Kafka) to your cluster. We will also look at WebSockets as a producer and consumer. I will demonstrate a simple web page that sends and receives Pulsar messages with basic JavaScript. After this session you will be able to build simple real-time streaming and messaging applications with your chosen language or tool of your choice.
apache pulsar
Fast and cost effective geospatial analysis pipeline with AWS lambdaMila Frerichs
This document discusses using AWS Lambda for geospatial analysis. It provides examples of serverless configuration files that define Lambda functions with Python 2.7 and 3.6 runtimes. It also describes a Dockerfile and build process for packaging Python dependencies within Lambda deployment packages to reduce their size and optimize startup performance.
Have you ever been annoyed at a new toy being broken by your 3-year old? I have. But guess what - every time I pick up some new technology I start behaving like a 3-year-old myself. I want to see what's going to happen if I press here or bend it there. Or indeed - how much the thing can be squeezed before it cracks or worse! Call it vandalism if you will, but it can be a very instructive process. By succumbing to this urge you start 'feeling' the different components of the technology. What it can do, what it's limits are. There's a term coined for this sort of technology 'feeling' - mechanical sympathy. Look it up it makes for a great reading.
Unlike the 3-year-old's toys that you need to throw away once broken, we're dealing with software here, so with tools like Docker under your belt the crash is, well, soft and easy to fix.
So let's inflict some pain on Apache Spark and see how and where it cracks.
After attending the workshop you'll be able to:
- deploy Apache Spark to run locally on your laptop using Docker
- run a simple distributed Python spark app in Jupyter Notebook
- see how it's all connected using Spark UIs
- follow the cycle: break it, feel it broken, fix it
Christian Strappazzon - Presentazione Python Milano - Codemotion Milano 2017Codemotion
PyMI: siamo un gruppo di Sviluppatrici, Sviluppatori, Appassionati e Appassionate di Python a Milano. Ci incontriamo una volta al mese in Mikamai/LinkMe. Abbiamo degli eventi ricorrenti e molto apprezzati: "Pillole di Python" e "PyBirra". * Presentazione del gruppo * Python Blueprint: the language, the tools, the packages and the ecosystem.
PyParis2018 - Python tooling for continuous deploymentArthur Lutz
How we migrated the build and deploy processes to a continuous delivery model, and the implications of such a change in terms of technology
but also team changes and the project management with the client. This talk will focus on the Python tooling that enabled to conduct such a
change, but also on the human changes it requires.
* changes in infrastucture, in particular, the use of python softare : docker-compose and saltstack
* tools for collecting errors as soon as possible : sentry (django based) and raven (its python library on the client-side)
* tools for continous integration and review : jenkins with the python tool "jenkins-job-builder", and the python based version control "mercurial"
* tools for metrics and supervision: graphite-api (python rewrite of graphite which ships with django), and saltstack for collecting custom business-oriented metrics from python script
* integrating the projects with cloud infrastructure, using python-nova, python-openstack and salt-cloud (openstack and AWS)
* change management in the team of developpers and the project management with the final users and project managers
OpenStack in Action! 5 - OpenStack Fundation - Behind the scenes: How we prod...eNovance
The document discusses the challenges of producing OpenStack, an open-source cloud computing platform. It notes that OpenStack has over 130 code repositories and 1.8 million lines of code, making coordination and leadership difficult. It also receives contributions from various companies and countries with different cultures and no traditional management structure. The document outlines the processes used to manage releases through milestones every six weeks and gate-centric development, with principles of automated testing, code reviews, time-based releases, and automating processes. It notes the large scale of changes, reviews, and tests occurring weekly in producing OpenStack releases.
OpenStack in Action! 5 - Red Hat - Accelerate Your Business in the Open Hybri...eNovance
This document discusses how OpenStack can help accelerate businesses in the open hybrid cloud by addressing the IT innovation gap faced by many organizations. It notes that while business demands on IT are increasing, IT budgets remain flat, limiting innovation dollars. OpenStack, integrated with Red Hat Enterprise Linux and Red Hat's OpenStack platform, provides enterprises with open, hybrid cloud technologies to help IT adopt cloud architectures and close this innovation gap. The document outlines Red Hat's portfolio of solutions that optimize OpenStack for the open hybrid cloud.
OpenStack in Action 4! Franz Meyer - What Use Case does Red Hat Enterprise ...eNovance
Red Hat Enterprise Linux OpenStack Platform and Red Hat Cloud Infrastructure provide cloud solutions for both traditional and cloud-enabled workloads. Red Hat brings support, stability, certification of hardware and software partners, and long lifecycles to OpenStack. Red Hat OpenStack Platform delivers the benefits of OpenStack with the enterprise qualities expected from Red Hat. It provides a path for customers to adopt OpenStack and hybrid cloud while continuing to run traditional applications on their existing infrastructure.
OpenStack in action 4! Alessandro Pilotti - OpenStack, Hyper-V and WindowseNovance
Windows can run as a guest operating system on OpenStack. Cloudbase-Init allows customization of Windows instances at boot time through plugins. Hyper-V can be used as the hypervisor for OpenStack, and the Hyper-V Nova compute driver and Neutron plugin support integration with OpenStack. Templates in Heat allow automated provisioning of multi-server Windows environments. Puppet, Chef, Crowbar, and SUSE Cloud can be used to deploy and manage Hyper-V compute nodes running OpenStack.
- Razique Mahroua (Nuage&co) et Sébastien Han (eNovance)
Razique se qualifie d'OpenStacker compulsif, c'est un contributeur actif de la documentation OpenStack. Sebastien Han est ingénieur cloud OpenStack et blogueur à succès. Ils ont déployé très tôt OpenStack et vont venir présenter les secrets et astuces pour opérer OpenStack en production.
AI EngineHost Review: Revolutionary USA Datacenter-Based Hosting with NVIDIA ...SOFTTECHHUB
I started my online journey with several hosting services before stumbling upon Ai EngineHost. At first, the idea of paying one fee and getting lifetime access seemed too good to pass up. The platform is built on reliable US-based servers, ensuring your projects run at high speeds and remain safe. Let me take you step by step through its benefits and features as I explain why this hosting solution is a perfect fit for digital entrepreneurs.
Linux Support for SMARC: How Toradex Empowers Embedded DevelopersToradex
Toradex brings robust Linux support to SMARC (Smart Mobility Architecture), ensuring high performance and long-term reliability for embedded applications. Here’s how:
• Optimized Torizon OS & Yocto Support – Toradex provides Torizon OS, a Debian-based easy-to-use platform, and Yocto BSPs for customized Linux images on SMARC modules.
• Seamless Integration with i.MX 8M Plus and i.MX 95 – Toradex SMARC solutions leverage NXP’s i.MX 8 M Plus and i.MX 95 SoCs, delivering power efficiency and AI-ready performance.
• Secure and Reliable – With Secure Boot, over-the-air (OTA) updates, and LTS kernel support, Toradex ensures industrial-grade security and longevity.
• Containerized Workflows for AI & IoT – Support for Docker, ROS, and real-time Linux enables scalable AI, ML, and IoT applications.
• Strong Ecosystem & Developer Support – Toradex offers comprehensive documentation, developer tools, and dedicated support, accelerating time-to-market.
With Toradex’s Linux support for SMARC, developers get a scalable, secure, and high-performance solution for industrial, medical, and AI-driven applications.
Do you have a specific project or application in mind where you're considering SMARC? We can help with Free Compatibility Check and help you with quick time-to-market
For more information: https://www.toradex.com/computer-on-modules/smarc-arm-family
Complete Guide to Advanced Logistics Management Software in Riyadh.pdfSoftware Company
Explore the benefits and features of advanced logistics management software for businesses in Riyadh. This guide delves into the latest technologies, from real-time tracking and route optimization to warehouse management and inventory control, helping businesses streamline their logistics operations and reduce costs. Learn how implementing the right software solution can enhance efficiency, improve customer satisfaction, and provide a competitive edge in the growing logistics sector of Riyadh.
How Can I use the AI Hype in my Business Context?Daniel Lehner
𝙄𝙨 𝘼𝙄 𝙟𝙪𝙨𝙩 𝙝𝙮𝙥𝙚? 𝙊𝙧 𝙞𝙨 𝙞𝙩 𝙩𝙝𝙚 𝙜𝙖𝙢𝙚 𝙘𝙝𝙖𝙣𝙜𝙚𝙧 𝙮𝙤𝙪𝙧 𝙗𝙪𝙨𝙞𝙣𝙚𝙨𝙨 𝙣𝙚𝙚𝙙𝙨?
Everyone’s talking about AI but is anyone really using it to create real value?
Most companies want to leverage AI. Few know 𝗵𝗼𝘄.
✅ What exactly should you ask to find real AI opportunities?
✅ Which AI techniques actually fit your business?
✅ Is your data even ready for AI?
If you’re not sure, you’re not alone. This is a condensed version of the slides I presented at a Linkedin webinar for Tecnovy on 28.04.2025.
Role of Data Annotation Services in AI-Powered ManufacturingAndrew Leo
From predictive maintenance to robotic automation, AI is driving the future of manufacturing. But without high-quality annotated data, even the smartest models fall short.
Discover how data annotation services are powering accuracy, safety, and efficiency in AI-driven manufacturing systems.
Precision in data labeling = Precision on the production floor.
#StandardsGoals for 2025: Standards & certification roundup - Tech Forum 2025BookNet Canada
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, transcript, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
Quantum Computing Quick Research Guide by Arthur MorganArthur Morgan
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at [email protected].
100% human made.
Increasing Retail Store Efficiency How can Planograms Save Time and Money.pptxAnoop Ashok
In today's fast-paced retail environment, efficiency is key. Every minute counts, and every penny matters. One tool that can significantly boost your store's efficiency is a well-executed planogram. These visual merchandising blueprints not only enhance store layouts but also save time and money in the process.
AI and Data Privacy in 2025: Global TrendsInData Labs
In this infographic, we explore how businesses can implement effective governance frameworks to address AI data privacy. Understanding it is crucial for developing effective strategies that ensure compliance, safeguard customer trust, and leverage AI responsibly. Equip yourself with insights that can drive informed decision-making and position your organization for success in the future of data privacy.
This infographic contains:
-AI and data privacy: Key findings
-Statistics on AI data privacy in the today’s world
-Tips on how to overcome data privacy challenges
-Benefits of AI data security investments.
Keep up-to-date on how AI is reshaping privacy standards and what this entails for both individuals and organizations.
Mobile App Development Company in Saudi ArabiaSteve Jonas
EmizenTech is a globally recognized software development company, proudly serving businesses since 2013. With over 11+ years of industry experience and a team of 200+ skilled professionals, we have successfully delivered 1200+ projects across various sectors. As a leading Mobile App Development Company In Saudi Arabia we offer end-to-end solutions for iOS, Android, and cross-platform applications. Our apps are known for their user-friendly interfaces, scalability, high performance, and strong security features. We tailor each mobile application to meet the unique needs of different industries, ensuring a seamless user experience. EmizenTech is committed to turning your vision into a powerful digital product that drives growth, innovation, and long-term success in the competitive mobile landscape of Saudi Arabia.
TrsLabs - Fintech Product & Business ConsultingTrs Labs
Hybrid Growth Mandate Model with TrsLabs
Strategic Investments, Inorganic Growth, Business Model Pivoting are critical activities that business don't do/change everyday. In cases like this, it may benefit your business to choose a temporary external consultant.
An unbiased plan driven by clearcut deliverables, market dynamics and without the influence of your internal office equations empower business leaders to make right choices.
Getting things done within a budget within a timeframe is key to Growing Business - No matter whether you are a start-up or a big company
Talk to us & Unlock the competitive advantage
AI Changes Everything – Talk at Cardiff Metropolitan University, 29th April 2...Alan Dix
Talk at the final event of Data Fusion Dynamics: A Collaborative UK-Saudi Initiative in Cybersecurity and Artificial Intelligence funded by the British Council UK-Saudi Challenge Fund 2024, Cardiff Metropolitan University, 29th April 2025
https://alandix.com/academic/talks/CMet2025-AI-Changes-Everything/
Is AI just another technology, or does it fundamentally change the way we live and think?
Every technology has a direct impact with micro-ethical consequences, some good, some bad. However more profound are the ways in which some technologies reshape the very fabric of society with macro-ethical impacts. The invention of the stirrup revolutionised mounted combat, but as a side effect gave rise to the feudal system, which still shapes politics today. The internal combustion engine offers personal freedom and creates pollution, but has also transformed the nature of urban planning and international trade. When we look at AI the micro-ethical issues, such as bias, are most obvious, but the macro-ethical challenges may be greater.
At a micro-ethical level AI has the potential to deepen social, ethnic and gender bias, issues I have warned about since the early 1990s! It is also being used increasingly on the battlefield. However, it also offers amazing opportunities in health and educations, as the recent Nobel prizes for the developers of AlphaFold illustrate. More radically, the need to encode ethics acts as a mirror to surface essential ethical problems and conflicts.
At the macro-ethical level, by the early 2000s digital technology had already begun to undermine sovereignty (e.g. gambling), market economics (through network effects and emergent monopolies), and the very meaning of money. Modern AI is the child of big data, big computation and ultimately big business, intensifying the inherent tendency of digital technology to concentrate power. AI is already unravelling the fundamentals of the social, political and economic world around us, but this is a world that needs radical reimagining to overcome the global environmental and human challenges that confront us. Our challenge is whether to let the threads fall as they may, or to use them to weave a better future.
HCL Nomad Web – Best Practices und Verwaltung von Multiuser-Umgebungenpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-nomad-web-best-practices-und-verwaltung-von-multiuser-umgebungen/
HCL Nomad Web wird als die nächste Generation des HCL Notes-Clients gefeiert und bietet zahlreiche Vorteile, wie die Beseitigung des Bedarfs an Paketierung, Verteilung und Installation. Nomad Web-Client-Updates werden “automatisch” im Hintergrund installiert, was den administrativen Aufwand im Vergleich zu traditionellen HCL Notes-Clients erheblich reduziert. Allerdings stellt die Fehlerbehebung in Nomad Web im Vergleich zum Notes-Client einzigartige Herausforderungen dar.
Begleiten Sie Christoph und Marc, während sie demonstrieren, wie der Fehlerbehebungsprozess in HCL Nomad Web vereinfacht werden kann, um eine reibungslose und effiziente Benutzererfahrung zu gewährleisten.
In diesem Webinar werden wir effektive Strategien zur Diagnose und Lösung häufiger Probleme in HCL Nomad Web untersuchen, einschließlich
- Zugriff auf die Konsole
- Auffinden und Interpretieren von Protokolldateien
- Zugriff auf den Datenordner im Cache des Browsers (unter Verwendung von OPFS)
- Verständnis der Unterschiede zwischen Einzel- und Mehrbenutzerszenarien
- Nutzung der Client Clocking-Funktion
Designing Low-Latency Systems with Rust and ScyllaDB: An Architectural Deep DiveScyllaDB
Want to learn practical tips for designing systems that can scale efficiently without compromising speed?
Join us for a workshop where we’ll address these challenges head-on and explore how to architect low-latency systems using Rust. During this free interactive workshop oriented for developers, engineers, and architects, we’ll cover how Rust’s unique language features and the Tokio async runtime enable high-performance application development.
As you explore key principles of designing low-latency systems with Rust, you will learn how to:
- Create and compile a real-world app with Rust
- Connect the application to ScyllaDB (NoSQL data store)
- Negotiate tradeoffs related to data modeling and querying
- Manage and monitor the database for consistently low latencies
Generative Artificial Intelligence (GenAI) in BusinessDr. Tathagat Varma
My talk for the Indian School of Business (ISB) Emerging Leaders Program Cohort 9. In this talk, I discussed key issues around adoption of GenAI in business - benefits, opportunities and limitations. I also discussed how my research on Theory of Cognitive Chasms helps address some of these issues
HCL Nomad Web – Best Practices and Managing Multiuser Environmentspanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-nomad-web-best-practices-and-managing-multiuser-environments/
HCL Nomad Web is heralded as the next generation of the HCL Notes client, offering numerous advantages such as eliminating the need for packaging, distribution, and installation. Nomad Web client upgrades will be installed “automatically” in the background. This significantly reduces the administrative footprint compared to traditional HCL Notes clients. However, troubleshooting issues in Nomad Web present unique challenges compared to the Notes client.
Join Christoph and Marc as they demonstrate how to simplify the troubleshooting process in HCL Nomad Web, ensuring a smoother and more efficient user experience.
In this webinar, we will explore effective strategies for diagnosing and resolving common problems in HCL Nomad Web, including
- Accessing the console
- Locating and interpreting log files
- Accessing the data folder within the browser’s cache (using OPFS)
- Understand the difference between single- and multi-user scenarios
- Utilizing Client Clocking
6. Oslo Mission
To produce a set of python libraries containing code
shared by OpenStack projects. The APIs provided by
these libraries should be high quality, stable,
consistent, documented and generally applicable.
OpenStack in Action 4 ! - Paris – 5th December 2013
7. How general
is this code?
OpenStack in Action 4 ! - Paris – 5th December 2013
8. How should we
brand the release?
OpenStack in Action 4 ! - Paris – 5th December 2013