Autoscaling of workloads in the Kubernetes environment. A slidedeck about Pod and Node autoscaling and the machinery behind it that makes it happen. Few recommendations for Pod and Node autoscaling while implementing it.
Apache Gobblin: Bridging Batch and Streaming Data Integration. Big Data Meetu...Shirshanka Das
Gobblin is a data integration framework that can handle both batch and streaming data. It provides a logical pipeline specification that is independent of the underlying execution model. Gobblin pipelines can run in both batch and streaming modes using the same system. This allows for cost-efficient batch processing as well as low-latency streaming. The document discusses Gobblin's pipeline specification, deployment options, and roadmap including adding more streaming capabilities and improving security.
This talk cover various advanced topics in the area of backups:
- incremental backups;
- archive management;
- backup validation;
- retention policies;
etc.
Based on these features, we'll compare various backup/recovery solutions for PostgreSQL.
This information will help you to choose the most appropriate tool for your system.
This presentation starts with an introduction to the rationale behind automated deployments in Continuous Delivery and DevOps. Then, I compare agent-based architectures, such as Chef and Puppet with the agentless architecture of the server orchestration engine Ansible. The presentation concludes with an automated deployment of Dynatrace into a simulated production environment.
Spring Boot is a framework that makes it easy to create stand-alone, production-grade Spring based applications that you can "just run". It allows you to create stand-alone applications, embed Tomcat/Jetty directly with no need to deploy WAR files, and provides starter POMs to simplify configuration. Spring Boot applications are run by adding a spring-boot-gradle-plugin and can then be run as an executable JAR. Features include REST endpoints, security, external configuration, and production monitoring via Actuators.
This document contains information about the sys/net/sec admin Yashar Esmaildokht, including their contact information and websites. It then provides a brief overview of the open-source automation tool Ansible, describing its main features and uses for configuration management, application deployment, and cloud provisioning. Requirements and versions of Ansible are listed. The document concludes with examples of Ansible concepts including playbooks, tasks, modules, variables, and host inventory organization.
Ceph Day London 2014 - Best Practices for Ceph-powered Implementations of Sto...Ceph Community
This document discusses Dell's support for CEPH storage solutions and provides an agenda for a CEPH Day event at Dell. Key points include:
- Dell is a certified reseller of Red Hat-Inktank CEPH support, services, and training.
- The agenda covers why Dell supports CEPH, hardware recommendations, best practices shared with CEPH colleagues, and a concept for research data storage that is seeking input.
- Recommended CEPH architectures, components, configurations, and considerations are discussed for planning and implementing a CEPH solution. Dell server hardware options that could be used are also presented.
This document provides an introduction to Gitlab CI and continuous integration/continuous delivery (CI/CD) workflows. It discusses DevOps practices and the benefits of Gitlab CI. It then covers how to set up Gitlab runners, write a basic Gitlab CI configuration file, define jobs, stages, variables and environments. The document demonstrates concepts like Docker integration, artifacts, auto and manual deployments, and stopping deployments. It concludes with a live demo of a Gitlab CI configuration.
1. O documento apresenta Magno Monte Cerqueira, um especialista em software livre e monitoramento com Zabbix.
2. Zabbix é um software de monitoramento gratuito criado em 1998 para monitorar servidores e que hoje é usado por empresas ao redor do mundo.
3. O documento discute como o Zabbix pode ajudar empresas a proteger sua infraestrutura e segurança, permitir inovação e gerenciar ativos de TI de forma inteligente.
High Availability in MySQL 8 using InnoDB ClusterSven Sandberg
InnoDB Cluster is the built-in and open-source High Availability solution for MySQL 8. It consists of three components. The engine is MySQL Group Replication: the highly available cluster of database servers. This is where your data is safe and available, due to the replicated state machine, relying on the famous Paxos protocol. At the driver's seat is MySQL Shell: the DevOp's multilingual console. Here you can deploy, query, and arrange your cluster using either Javascript or Python, to your taste. Your application is welcomed to join the ride by connecting to MySQL Router: the intelligent, seamless interface to the cluster. We introduce all three components, with a special focus on Group Replication.
발표자: 이정훈 솔루션즈 아키텍트, AWS / 이상규 솔루션즈 아키텍트, AWS / 현륜식 솔루션즈 아키텍트, AWS / 강동환 솔루션즈 아키텍트, AWS
Part 1 : Cloud 로의 전환
Cloud로 전환하는 과정에서 검토되는 Windows 서버 운영 및 Cloud Endure에 대한 기본 개념 등을 소개합니다.
Part 2 : SAP 에 대한 고민
본 세션에서는 기업들이 가지고 있는 SAP 가치를 극대화하고 비용절감 및 업무자동화를 실천하는 방법에 대해 소개합니다
Part 3 : 백업 및 복구
기업들이 가지고 있는 데이터 통합관리 및 재해복구 방안, 그리고 데이터 내구성을 확보하고 비용절감하는 방안에 대해 소개합니다.
Part 4 : 하이브리드 클라우드 아키텍처
하이브리드 클라우드 아키텍처를 제시하고, VMware Cloud on AWS, Outposts와 같은 고객의 On-Premise 환경과 밀접한 관련이 있는 제품 및 서비스를 알아봅니다.
Modeling Data and Queries for Wide Column NoSQLScyllaDB
Discover how to model data for wide column databases such as ScyllaDB and Apache Cassandra. Contrast the differerence from traditional RDBMS data modeling, going from a normalized “schema first” design to a denormalized “query first” design. Plus how to use advanced features like secondary indexes and materialized views to use the same base table to get the answers you need.
Take advantage of ScyllaDB’s wide column NoSQL features such as workload prioritization to balance the needs of OLTP and OLAP in the same cluster. Plus learn about the different compaction strategies and which one would be right for your workload. With additional insights on properly sizing your database and using open source tools for observability.
Kubernetes is a system for orchestrating containerized workloads and services across many nodes that provides tools for managing replication, scaling, and state. KEDA allows Kubernetes to automatically scale function apps in response to events from sources like message queues or serverless triggers by integrating with functions running as pods and scaling them based on metrics and triggers. KEDA is useful for running serverless functions on Kubernetes in environments like on-premises, at the edge, or alongside other Kubernetes workloads where full control over scaling is needed.
클라우드 컴퓨팅 기반 기술과 오픈스택(Kvm) 기반 Provisioning Ji-Woong Choi
TTA에 KVM 기반 프로비저닝 기술에 대한 데모 세션을 포함하는 세미나 관련 자료입니다. 클라우드환경으로 가고자 해서 Paas를 어떤 플랫폼위에 올린다면 그리고 가상화 환경이나 클라우드 환경으로 올린다면 어떤 환경으로 올릴것인가를 고민하여야 합니다.
그리고 이 hypervisor중에 cloud 환경에서 가장 주목받는 kvm을 기반으로 하는 두가지 가상화 클라우드 솔루션인 rhev와 openstack을 잠시 살펴볼 것입니다.
그리고 이러한 가상화 클라우드 환경에서 자동화 하는 솔류션을 어떻게 고려해야 하는가를 살펴보고, 그런 솔류션중에 하나인 아테나 피콕에 대해 살펴보겠습니다.
그리고 오픈스택환경하에서 구축해서 사용했던 사용기와 이를 자동화하기위해 개발자들이 사용했던 간단한 ansible provisioning 모습을 시연합니다.
Event driven workloads on Kubernetes with KEDANilesh Gule
Slide deck of the presentation done at the Pune User Group on 27th February 2021. Demonstrate how Kubernetes based event driven autoscaling (KEDA) can be used with RabbitMQ as the event source.
Integração do Zabbix com Testes AutomatizadosRobert Silva
Este documento apresenta como integrar testes automatizados com o Zabbix para agregar valor à ferramenta de monitoramento. Ele discute os tipos de testes, TDD e BDD e demonstra um exemplo prático usando Behave, Selenium e Zabbix para validar as funcionalidades de cadastro e login de um novo sistema EAD.
Apache Spark is a fast and general engine for large-scale data processing. It provides a unified API for batch, interactive, and streaming data processing using in-memory primitives. A benchmark showed Spark was able to sort 100TB of data 3 times faster than Hadoop using 10 times fewer machines by keeping data in memory between jobs.
Ceph Pacific is a major release of the Ceph distributed storage system scheduled for March 2021. It focuses on five key themes: usability, performance, ecosystem integration, multi-site capabilities, and quality. New features in Pacific include automated upgrades, improved dashboard functionality, snapshot-based CephFS mirroring, per-bucket replication in RGW, and expanded telemetry collection. Looking ahead, the Quincy release will focus on continued improvements in these areas such as resource-aware scheduling in cephadm and multi-site monitoring capabilities.
Spring Boot is a framework that makes it easy to create stand-alone, production-grade Spring based applications that you can "just run". It allows you to create stand-alone applications, embed Tomcat/Jetty directly with no need to deploy WAR files, and provides starter POMs to simplify configuration. Spring Boot applications are run by adding a spring-boot-gradle-plugin and can then be run as an executable JAR. Features include REST endpoints, security, external configuration, and production monitoring via Actuators.
This document contains information about the sys/net/sec admin Yashar Esmaildokht, including their contact information and websites. It then provides a brief overview of the open-source automation tool Ansible, describing its main features and uses for configuration management, application deployment, and cloud provisioning. Requirements and versions of Ansible are listed. The document concludes with examples of Ansible concepts including playbooks, tasks, modules, variables, and host inventory organization.
Ceph Day London 2014 - Best Practices for Ceph-powered Implementations of Sto...Ceph Community
This document discusses Dell's support for CEPH storage solutions and provides an agenda for a CEPH Day event at Dell. Key points include:
- Dell is a certified reseller of Red Hat-Inktank CEPH support, services, and training.
- The agenda covers why Dell supports CEPH, hardware recommendations, best practices shared with CEPH colleagues, and a concept for research data storage that is seeking input.
- Recommended CEPH architectures, components, configurations, and considerations are discussed for planning and implementing a CEPH solution. Dell server hardware options that could be used are also presented.
This document provides an introduction to Gitlab CI and continuous integration/continuous delivery (CI/CD) workflows. It discusses DevOps practices and the benefits of Gitlab CI. It then covers how to set up Gitlab runners, write a basic Gitlab CI configuration file, define jobs, stages, variables and environments. The document demonstrates concepts like Docker integration, artifacts, auto and manual deployments, and stopping deployments. It concludes with a live demo of a Gitlab CI configuration.
1. O documento apresenta Magno Monte Cerqueira, um especialista em software livre e monitoramento com Zabbix.
2. Zabbix é um software de monitoramento gratuito criado em 1998 para monitorar servidores e que hoje é usado por empresas ao redor do mundo.
3. O documento discute como o Zabbix pode ajudar empresas a proteger sua infraestrutura e segurança, permitir inovação e gerenciar ativos de TI de forma inteligente.
High Availability in MySQL 8 using InnoDB ClusterSven Sandberg
InnoDB Cluster is the built-in and open-source High Availability solution for MySQL 8. It consists of three components. The engine is MySQL Group Replication: the highly available cluster of database servers. This is where your data is safe and available, due to the replicated state machine, relying on the famous Paxos protocol. At the driver's seat is MySQL Shell: the DevOp's multilingual console. Here you can deploy, query, and arrange your cluster using either Javascript or Python, to your taste. Your application is welcomed to join the ride by connecting to MySQL Router: the intelligent, seamless interface to the cluster. We introduce all three components, with a special focus on Group Replication.
발표자: 이정훈 솔루션즈 아키텍트, AWS / 이상규 솔루션즈 아키텍트, AWS / 현륜식 솔루션즈 아키텍트, AWS / 강동환 솔루션즈 아키텍트, AWS
Part 1 : Cloud 로의 전환
Cloud로 전환하는 과정에서 검토되는 Windows 서버 운영 및 Cloud Endure에 대한 기본 개념 등을 소개합니다.
Part 2 : SAP 에 대한 고민
본 세션에서는 기업들이 가지고 있는 SAP 가치를 극대화하고 비용절감 및 업무자동화를 실천하는 방법에 대해 소개합니다
Part 3 : 백업 및 복구
기업들이 가지고 있는 데이터 통합관리 및 재해복구 방안, 그리고 데이터 내구성을 확보하고 비용절감하는 방안에 대해 소개합니다.
Part 4 : 하이브리드 클라우드 아키텍처
하이브리드 클라우드 아키텍처를 제시하고, VMware Cloud on AWS, Outposts와 같은 고객의 On-Premise 환경과 밀접한 관련이 있는 제품 및 서비스를 알아봅니다.
Modeling Data and Queries for Wide Column NoSQLScyllaDB
Discover how to model data for wide column databases such as ScyllaDB and Apache Cassandra. Contrast the differerence from traditional RDBMS data modeling, going from a normalized “schema first” design to a denormalized “query first” design. Plus how to use advanced features like secondary indexes and materialized views to use the same base table to get the answers you need.
Take advantage of ScyllaDB’s wide column NoSQL features such as workload prioritization to balance the needs of OLTP and OLAP in the same cluster. Plus learn about the different compaction strategies and which one would be right for your workload. With additional insights on properly sizing your database and using open source tools for observability.
Kubernetes is a system for orchestrating containerized workloads and services across many nodes that provides tools for managing replication, scaling, and state. KEDA allows Kubernetes to automatically scale function apps in response to events from sources like message queues or serverless triggers by integrating with functions running as pods and scaling them based on metrics and triggers. KEDA is useful for running serverless functions on Kubernetes in environments like on-premises, at the edge, or alongside other Kubernetes workloads where full control over scaling is needed.
클라우드 컴퓨팅 기반 기술과 오픈스택(Kvm) 기반 Provisioning Ji-Woong Choi
TTA에 KVM 기반 프로비저닝 기술에 대한 데모 세션을 포함하는 세미나 관련 자료입니다. 클라우드환경으로 가고자 해서 Paas를 어떤 플랫폼위에 올린다면 그리고 가상화 환경이나 클라우드 환경으로 올린다면 어떤 환경으로 올릴것인가를 고민하여야 합니다.
그리고 이 hypervisor중에 cloud 환경에서 가장 주목받는 kvm을 기반으로 하는 두가지 가상화 클라우드 솔루션인 rhev와 openstack을 잠시 살펴볼 것입니다.
그리고 이러한 가상화 클라우드 환경에서 자동화 하는 솔류션을 어떻게 고려해야 하는가를 살펴보고, 그런 솔류션중에 하나인 아테나 피콕에 대해 살펴보겠습니다.
그리고 오픈스택환경하에서 구축해서 사용했던 사용기와 이를 자동화하기위해 개발자들이 사용했던 간단한 ansible provisioning 모습을 시연합니다.
Event driven workloads on Kubernetes with KEDANilesh Gule
Slide deck of the presentation done at the Pune User Group on 27th February 2021. Demonstrate how Kubernetes based event driven autoscaling (KEDA) can be used with RabbitMQ as the event source.
Integração do Zabbix com Testes AutomatizadosRobert Silva
Este documento apresenta como integrar testes automatizados com o Zabbix para agregar valor à ferramenta de monitoramento. Ele discute os tipos de testes, TDD e BDD e demonstra um exemplo prático usando Behave, Selenium e Zabbix para validar as funcionalidades de cadastro e login de um novo sistema EAD.
Apache Spark is a fast and general engine for large-scale data processing. It provides a unified API for batch, interactive, and streaming data processing using in-memory primitives. A benchmark showed Spark was able to sort 100TB of data 3 times faster than Hadoop using 10 times fewer machines by keeping data in memory between jobs.
Ceph Pacific is a major release of the Ceph distributed storage system scheduled for March 2021. It focuses on five key themes: usability, performance, ecosystem integration, multi-site capabilities, and quality. New features in Pacific include automated upgrades, improved dashboard functionality, snapshot-based CephFS mirroring, per-bucket replication in RGW, and expanded telemetry collection. Looking ahead, the Quincy release will focus on continued improvements in these areas such as resource-aware scheduling in cephadm and multi-site monitoring capabilities.
OpenStack Best Practices and Considerations - terasky tech dayArthur Berezin
- Arthur Berezin presented on best practices for deploying enterprise-grade OpenStack implementations. The presentation covered OpenStack architecture, layout considerations including high availability, and best practices for compute, storage, and networking deployments. It provided guidance on choosing backend drivers, overcommitting resources, and networking designs.
Como creamos QuestDB Cloud, un SaaS basado en Kubernetes alrededor de QuestDB...javier ramirez
QuestDB es una base de datos open source de alto rendimiento. Mucha gente nos comentaba que les gustaría usarla como servicio, sin tener que gestionar las máquinas. Así que nos pusimos manos a la obra para desarrollar una solución que nos permitiese lanzar instancias de QuestDB con provisionado, monitorización, seguridad o actualizaciones totalmente gestionadas.
Unos cuantos clusters de Kubernetes más tarde, conseguimos lanzar nuestra oferta de QuestDB Cloud. Esta charla es la historia de cómo llegamos ahí. Hablaré de herramientas como Calico, Karpenter, CoreDNS, Telegraf, Prometheus, Loki o Grafana, pero también de retos como autenticación, facturación, multi-nube, o de a qué tienes que decir que no para poder sobrevivir en la nube.
This document describes a social media aggregation and recommendation application developed for a large client. It discusses how moving the application to AWS with Chef configuration management improved performance, reduced costs, and made the environment easier to manage and replicate. Key benefits included being able to quickly scale out stateless APIs, ensure consistent configurations, create staging environments in under a day, and reduce costs by only running non-production environments for 8 hours/day. The document also provides examples of infrastructure deployment and management commands using AWS services like EC2, ELB, CloudFormation, and lessons learned around high availability, performance testing, and instance sizing.
Andrija Panić starts the session by discussing the different approaches an organisation would take when building a cloud, as well as some key considerations which are worth implementing, such as avoiding vendor lock-in. Following this, he discusses a chart detailing some of the well-known cloud orchestration platforms, and their relevance to functionality and cost of ownership. Andrija also highlights some of the features when choosing a Traditional Storage Solution, versus a Software-Define Storage Solution. Furthermore, he delves into both the technical and business benefits of implementing Apache CloudStack and LINBIT.
In the second section of the session, Rene Peinthor gives a technical breakdown of LINBIT SDS. He also discusses some of the planned features, including an optional backup snapshot to secondary storage, VM Snapshots (if all volumes are on LINSTOR storage) and an optional copy template provisioning, instead of faster cloning. Rene spent the rest of the session giving a demo on how to add LINSTOR primary storage.
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On October 10th 2023, ShapeBlue, Ampere Computing and LINBIT held a joint virtual event – Building Next-Generation IaaS. The event explored how the synergy between ARM, Apache CloudStack and LINBIT’s storage solutions can achieve a formidable price-to-performance ratio. There were a total of 3 sessions held by speakers from all 3 organisations.
Red Hat's storage roadmap aims to offer a unified, open software-defined storage portfolio for next generation workloads. Their portfolio includes Ceph and Gluster storage, which provide data services like object storage, block storage, and file sharing on standard hardware. Red Hat is working to improve management, performance, security, and integration of these products. They are also exploring new workloads like running MySQL on Ceph block storage and using Gluster Storage for hyperconverged Red Hat Enterprise Virtualization environments.
Deploying OpenStack with ansible. Made possible by the OS-Ansible-Deployment project https://github.com/stackforge/os-ansible-deployment
This document provides an agenda for a Docker Academy PRO course. It introduces containers and containerization basics. It discusses how Docker works and the evolution of IT that led to its development. It compares containers to virtual machines and the advantages of containers. Key Docker concepts are explained like images, the Docker daemon, and official Docker images. The document concludes by asking if there are any questions.
Kubernetes enables possibilities to develop cloud native microservices or decompose traditional applications making them more technologically advanced with the help of containers. Currently, most of the Kubernetes solutions are offered on top of VMs and there is a room for further improvements. Implementing nested architecture of application containers running inside system containers opens additional flexibility of resource allocation and management, accelerates provisioning of the clusters and pods, as well as cuts the overall costs. In this presentation we cover the possibilities of running a Java-based application inside Kubernetes cluster with nested container architecture, what configurations should be taken into account, and how to overcome the barriers on the way to more efficient Kubernetes hosting.
Sanger, upcoming Openstack for Bio-informaticiansPeter Clapham
Delivery of a new Bio-informatics infrastructure at the Wellcome Trust Sanger Center. We include how to programatically create, manage and provide providence for images used both at Sanger and elsewhere using open source tools and continuous integration.
Docker is an open platform for developing, deploying and running applications by using containers. It allows applications to be quickly assembled from components and eliminates the friction between development, shipping, and running. Docker containers are lightweight and portable, leveraging features of the Linux kernel such as cgroups and namespaces to isolate resources and provide operating-system-level virtualization for applications. Docker uses images which are read-only templates that can be committed with changes to create new images for deploying applications and updating container instances.
VMworld 2013: How SRP Delivers More Than Power to Their Customers VMworld
VMworld 2013
Sheldon Brown, SRP
Girish Manmadkar, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Deep dive into OpenStack storage, Sean Cohen, Red HatSean Cohen
The document provides an overview of storage features and enhancements in OpenStack Havana and what is planned for Icehouse.
The summary is:
- Havana introduced new features for Cinder like encrypted volumes, volume migration, and QoS support. Glance added multi-location support and Swift added global clusters with region-based replication.
- Planned Icehouse features include Cinder volume replication, Glance image recovery workflows, and Swift storage policies and multi-ring support to improve performance and scalability.
I invite you to come and listen to my presentation about how Openstack and Gluster are integrating together in both Cinder and Swift.
I will give a brief description about Openstack storage components (Cinder, Swift and Glance) , followed by an intro to Gluster, and then present the integration points and some preferred topology and configuration between gluster and openstack.
Webinar: OpenEBS - Still Free and now FASTEST Kubernetes storageMayaData Inc
Webinar Session - https://youtu.be/_5MfGMf8PG4
In this webinar, we share how the Container Attached Storage pattern makes performance tuning more tractable, by giving each workload its own storage system, thereby decreasing the variables needed to understand and tune performance.
We then introduce MayaStor, a breakthrough in the use of containers and Kubernetes as a data plane. MayaStor is the first containerized data engine available that delivers near the theoretical maximum performance of underlying systems. MayaStor performance scales with the underlying hardware and has been shown, for example, to deliver in excess of 10 million IOPS in a particular environment.
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
The Evolution of Meme Coins A New Era for Digital Currency ppt.pdfAbi john
Analyze the growth of meme coins from mere online jokes to potential assets in the digital economy. Explore the community, culture, and utility as they elevate themselves to a new era in cryptocurrency.
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.
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.
Noah Loul Shares 5 Steps to Implement AI Agents for Maximum Business Efficien...Noah Loul
Artificial intelligence is changing how businesses operate. Companies are using AI agents to automate tasks, reduce time spent on repetitive work, and focus more on high-value activities. Noah Loul, an AI strategist and entrepreneur, has helped dozens of companies streamline their operations using smart automation. He believes AI agents aren't just tools—they're workers that take on repeatable tasks so your human team can focus on what matters. If you want to reduce time waste and increase output, AI agents are the next move.
Dev Dives: Automate and orchestrate your processes with UiPath MaestroUiPathCommunity
This session is designed to equip developers with the skills needed to build mission-critical, end-to-end processes that seamlessly orchestrate agents, people, and robots.
📕 Here's what you can expect:
- Modeling: Build end-to-end processes using BPMN.
- Implementing: Integrate agentic tasks, RPA, APIs, and advanced decisioning into processes.
- Operating: Control process instances with rewind, replay, pause, and stop functions.
- Monitoring: Use dashboards and embedded analytics for real-time insights into process instances.
This webinar is a must-attend for developers looking to enhance their agentic automation skills and orchestrate robust, mission-critical processes.
👨🏫 Speaker:
Andrei Vintila, Principal Product Manager @UiPath
This session streamed live on April 29, 2025, 16:00 CET.
Check out all our upcoming Dev Dives sessions at https://community.uipath.com/dev-dives-automation-developer-2025/.
UiPath Community Berlin: Orchestrator API, Swagger, and Test Manager APIUiPathCommunity
Join this UiPath Community Berlin meetup to explore the Orchestrator API, Swagger interface, and the Test Manager API. Learn how to leverage these tools to streamline automation, enhance testing, and integrate more efficiently with UiPath. Perfect for developers, testers, and automation enthusiasts!
📕 Agenda
Welcome & Introductions
Orchestrator API Overview
Exploring the Swagger Interface
Test Manager API Highlights
Streamlining Automation & Testing with APIs (Demo)
Q&A and Open Discussion
Perfect for developers, testers, and automation enthusiasts!
👉 Join our UiPath Community Berlin chapter: https://community.uipath.com/berlin/
This session streamed live on April 29, 2025, 18:00 CET.
Check out all our upcoming UiPath Community sessions at https://community.uipath.com/events/.
Andrew Marnell: Transforming Business Strategy Through Data-Driven InsightsAndrew Marnell
With expertise in data architecture, performance tracking, and revenue forecasting, Andrew Marnell plays a vital role in aligning business strategies with data insights. Andrew Marnell’s ability to lead cross-functional teams ensures businesses achieve sustainable growth and operational excellence.
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
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.
#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.
Enhancing ICU Intelligence: How Our Functional Testing Enabled a Healthcare I...Impelsys Inc.
Impelsys provided a robust testing solution, leveraging a risk-based and requirement-mapped approach to validate ICU Connect and CritiXpert. A well-defined test suite was developed to assess data communication, clinical data collection, transformation, and visualization across integrated devices.
TrsLabs - Fintech Product & Business ConsultingTrs Labs
Hybrid Growth Mandate Model with TrsLabs
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Talk to us & Unlock the competitive advantage
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, presentation slides, 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.
What is Model Context Protocol(MCP) - The new technology for communication bw...Vishnu Singh Chundawat
The MCP (Model Context Protocol) is a framework designed to manage context and interaction within complex systems. This SlideShare presentation will provide a detailed overview of the MCP Model, its applications, and how it plays a crucial role in improving communication and decision-making in distributed systems. We will explore the key concepts behind the protocol, including the importance of context, data management, and how this model enhances system adaptability and responsiveness. Ideal for software developers, system architects, and IT professionals, this presentation will offer valuable insights into how the MCP Model can streamline workflows, improve efficiency, and create more intuitive systems for a wide range of use cases.
4. Rackspace Public Cloud
● 4 “Production” regions
– 1 to 8 cells per region
– 250 to 500 nodes per cell
● Nearly 15K “systems” in production
● Another 500~ in CI/pre-production
● Mixed use of copy-pasta pssh scripts, pre-configured
agent actions, jenkins automation, and host-based
config management
● Managed by admins, engineers, developers
5. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Case study: Hotpatch One Production
Environment
● 3900~ compute-nodes
– Spread across 8 cells
– Out of 6000~ total hosts
● Alerting will flood admins
● Output is hard to parse
6. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Ansible Key Features
● Inventory plugin
● Simple process flow
● Reusable playbooks with variable adjustments
● Avoids repeated actions on downed hosts
● Cleaner output
13. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Ansible Use
● Replacing use of pssh for Random Tasks
● Replacing use of pssh for Expected Tasks (outside
config management)
● Reuse existing inventory content
● Easily bolt together processes such as disabling nagios
alerts prior to execution
15. Rackspace OpenStack Development
● At least 7 major software projects
– Different feature schedules within each
● One Continuous Integration environment
● One Pre-production environment
● One branch of code that can easily be deployed
● New code deploys every two weeks
16. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Case Study: Create production like
environment to test disruptive product code
change
● 30~ virtual instances
– DB servers
– Rabbit servers
– Service providers
● 40~ capacity nodes
– Hypervisor + nova-compute VM
● Mixed use of fabric, shell scripts, copy-pasta
● No self service
17. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Ansible Key Features
● Intermix local actions and remote actions
● External inventory plugin
● Start from nothing
● API to use directly within another application
23. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Ansible Use
● Replacing use of fabric, pssh, copy-pasta
● Boot strapping environment to the point where existing
config management can take over
● Freeing up Engineer time by making it self-service
● Freeing up resources by tearing down environments
after use
● Working toward using same process to build out
production environments
25. Rackspace Engineering
● Between 4K and 6K employees/contractors
● Between 500 and 1K Engineer/Developer types
● Many dozens of summer interns
● Countless groups
● Countless projects
● Rapid team creation / shifting of resources
● Mixed use of Mac OSX and Linux
● Mixed use of automation, configuration, et al tools
● Disjoint ownership of engineering onboarding
26. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Case study: Ozone Onboard
● 30+ git repos
● 5+ utilities w/ configuration
● Permissions to a plethora of services
● Configuration for CI/preprod/prod environments
● Details scattered throughout wiki pages and tribal
knowledge
27. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Ansible Key Features
● Modular Roles
● Minimal dependencies
● OS agnostic
● Idempotent
● Fast
● Easy to use and extend
34. RACKSPACE® HOSTING | WWW.RACKSPACE.COM
Ansible Use
● Developer bootstraps their own system by selecting
roles and providing details
● Teams own role definitions within a shared framework
● Repeatable process
– Ansible playbook to clone/update roles
– Second playbook to process roles
35. Conclusion
● Ansible solves many problems Rackspace faces
● Chip away at edges with Ansible, perhaps one day
replace existing config management systems with
Ansible
● Continue to assist in development of Ansible
modules, plugins, and scale testing
● Launch Ansibox soon!
#2: I'm Jesse Keating I work at Rackspace I'm going to talk about what Rackspace does with Ansible
#3: At Rackspace we care about scale. Scale of number of server systems Scale of product environments Scale of engineers doing awesome things at Rackspace. Going to cover three scale challenges with three case studies that will highlight key Ansible features that have made it my go to tool in the box.
#5: First is the scale of servers. I work in the Rackspace Public Cloud product group. We have... It is a lot to handle. Have existing inventory files for use with pssh/etc. Admins worry about what's there, engineers work on growing capacity and automation, developers work on new code and new tools to deploy code. We all work together, DevOps.
#6: A real world example from a couple days ago Needed to copy one file out to nova-compute Vms and restart nova-compute service Want to avoid flooding the admins with alerts Want easy to read output to know what happened. Before would have been manual actions on nagios hosts, bash script around pssh, lots of output noise, repeat delays on inactive hosts
#14: This is how we're using Ansible RIGHT NOW with our production environment Building up a toolbox as we go
#16: Next I want to talk about the scale of our environments. Again I'll be focusing on our public cloud, which is powered by OpenStack. Stop me when you spot the problem. Servers, block storage, object storage, networks, auth, usage, etc... CI is really just for automated tests to gauge health Way too many moving parts for one pre-production environment, puts risk on deploying code in timely manner. Not easy to deploy from personal branch/fork
#17: What we want to do is build out preproduction environments for each group or individual developer. Big task Before could be days or weeks before an environment could be created, then could sit unused for long periods of time. Devs couldn't do it, Engineers had to find time to fit it in.
#18: Why we went with Ansible to back this service
#19: Apologize for puppet/mco stuff here, but that is what is pre-existing Localhost actions to prepare files for new hosts
#20: Use the host loop to parallelize host boot up in one of our internal Nova environments Eventually this will use the rax module, which could do the DNS step for us
#21: Now do some actions on the remote hosts. Not showing everything Still in development
#22: Inventory files look a little different here, more details per host. Making use of some yaml syntax to have defaults that can be overloaded.
#24: What could take days/weeks to get done can now take minutes. Automating the part that isn't already automated, filling the gap. Will hook it into a web service where developers can make a reservation and provide input as to what they want deployed. Significant overlap with process to roll out new production environments, obvious next step
#26: Finally lets talk about the scale of our Engineering organization(s) No hard rules about what tech must be used. Best practices bubble up A real challenge to bring on new employees, worse to bring on intern and make most use of their time
#27: Once more talking about our cloud group, ozone. Not the full story, but some idea of what has to happen. Took me weeks to get fully set up, and I think I'm still missing some stuff, exacerbated by being remote and off-hours from main group some times.
#29: Ansibox is a project I'm working on personally to help with onboarding. Taking inspiration from Github's Boxen project. Roles are where the magic happens.
#30: Engineers should have to give limited input to Ansibox in order for Ansibox to be able to perform the setup. These could be prompted for in the future. Engineer names a role and provides a location to find that role.
#31: The top level playbook fetches all the roles, can update them optionally. Generates another playbook to actually go through and apply the roles to the host. Generated playbook comes from a template and is very simple.
#32: Here is a look at after it gets generated. Doing sudo no at this level, each task in each role can decide to do sudo if author wants it.
#33: A very simple start to a ansibox executable. Two playbooks are necessary due to Ansible design Prompt is there for second play in case any role wants sudo
#34: This is the start of a task list for the ozone role. Repos get cloned, tools get installed, configuration files get put into place. Here we could also check for permissions to services and prompt the engineer on what to do to gain access
#35: With this system it becomes easy for an engineer to boot strap a system, and easy for a group to own that process for the group. Engineers can also add their own roles for personal setups, and be unafraid to refresh devices. Engineers can also contribute to the system as gaps are found