SpringOne Platform 2017
Meaghan Kjelland, Google
This talk is aimed at people who are curious about using Kubernetes and want an overview of how it works. Kubernetes is an open source container orchestration system, developed by Google. It deploys, scales and manages containerized applications. We’ll talk about the fundamental building blocks of a Kubernetes cluster, the architecture of the system, and the problems that it can solve. Then we’ll deploy and scale a Spring Boot application using Kubernetes.
Cloud Configuration Ecosystem at IntuitVMware Tanzu
SpringOne Platform 2017
Marcello de Sales, Intuit
"Configuration management at Intuit has been reshaped over the last 18 months since the adoption of Spring Cloud Config Server. This work represents a breakthrough in configuration management practices that are changing how Intuit implements configuration management since the company’s inception over 20+ years ago. In essence, any application ranging from desktop and service monoliths started their migration to the cloud without breaking their own DNA: configuration was still part of the binary built on Continuous Integration to be deployed in different data centers. As a consequence, we were still facing the same old challenges: what happens when a new configuration change is required for the entire fleet on multiple private data centers and the cloud? The new answer lies in the adoption of the Spring Cloud Config Server as our One Intuit Configuration Service using the SaaS model, which represents a new shift from manual Operational changes to the simple Pull Requests on related Github Enterprise repositories.
Needless to say, ranging from small internal services to the giants of TurboTax and Quickbooks that are used by millions of users worldwide, there are amazing results with the adoption of this Configuration practice and service such as the decreased time to change configuration from hours to minutes without involving Operations team while getting consistent configuration across a fleet of services. On the other hand, the strong adoption rate brought up a set of new challenges for us to support this new approach in the Enterprise: how to properly architect Spring Cloud Config to be deployed as a SaaS application in the Enterprise? how can we guarantee that users are pushing valid configuration properties to their repo? How can we help them debug their properties consistently, but without relying solely on Github Pull Requests? Finally, what if we need to replicate this solution for Mobile clients? Do we need to deploy hundreds of Configuration servers in the Cloud, and consequently, take the bite on cost?
Overall, the solutions to the questions above are comprised of SaaS deployment of the Spring Cloud Config with some enterprise tweaks for security and performance. Then, we have created a Github Pre-receive hook called Spring Cloud Config Validator to validate user’s config repositories and a web application called Spring Cloud Config Inspector that helps users debug their config keys as associated values, secrets, etc. Lastly, our Spring Cloud Config Publisher solution allows users to use their applications to console a subset of their config properties from an Amazon S3 bucket that the publisher will be publishing to at every new valid commit.
SpringOne Platform 2017
Christoph Strobl, Pivotal; Mark Paluch, Pivotal
How do you improve efficiency, reduce latency and memory footprint of your data access? Reactive Streams on top of a functional-reactive programming model are key. Both are two predominant concepts in reactive systems, that completely change how we approach data access in applications today. Reactive data access improves resource usage efficiency and eliminates several constraints of today’s imperative approaches.
This talk covers non-blocking data access using Spring Data for NoSQl data stores and Project Reactor. You will learn how to integrate Spring Data repositories in an end-to-end reactive web application. If you are a developer looking to consume data in a functional reactive style, this is your chance to gain the experience how your application can benefit from streaming data access.
Cloud Foundry Services on PKS with No Extra Code, "We Bosh So You Don’t Have ...VMware Tanzu
SpringOne Platform 2018
Cloud Foundry Services on PKS with No Extra Code, "We Bosh So You Don’t Have To!" (Kibosh)
Jeenal Shah, Pivotal; Joe Eltgroth, Pivotal
Kubernetes and Windows: At Scale with Enterprise PKSVMware Tanzu
SpringOne Platform 2019
Title: Kubernetes and Windows: At Scale with Enterprise PKS
Speakers: Speakers: Kartik Lunkad, Staff Product Manager, Pivotal; Michael Michael, Director of Product Management, VMware
Youtube: https://youtu.be/RLOU5UZttyY
Cross-Platform Observability for Cloud FoundryVMware Tanzu
This document discusses cross-platform observability for Cloud Foundry. It highlights the need for observability of both platforms and applications to achieve stability, scalability, security and speed. It discusses challenges of monitoring microservices that generate large amounts of metrics data. The document promotes an observability-as-a-service approach for any application and cloud. It demonstrates metrics, traces and histograms as pillars of observability and service level objectives. Distributed tracing is presented as a way to troubleshoot microservices faster. The document concludes with a demo and best practices from an organization that uses observability to deliver high quality code.
SpringOne Platform 2017
Meaghan Kjelland, Google
This talk is aimed at people who are curious about using Kubernetes and want an overview of how it works. Kubernetes is an open source container orchestration system, developed by Google. It deploys, scales and manages containerized applications. We’ll talk about the fundamental building blocks of a Kubernetes cluster, the architecture of the system, and the problems that it can solve. Then we’ll deploy and scale a Spring Boot application using Kubernetes.
Cloud Configuration Ecosystem at IntuitVMware Tanzu
SpringOne Platform 2017
Marcello de Sales, Intuit
"Configuration management at Intuit has been reshaped over the last 18 months since the adoption of Spring Cloud Config Server. This work represents a breakthrough in configuration management practices that are changing how Intuit implements configuration management since the company’s inception over 20+ years ago. In essence, any application ranging from desktop and service monoliths started their migration to the cloud without breaking their own DNA: configuration was still part of the binary built on Continuous Integration to be deployed in different data centers. As a consequence, we were still facing the same old challenges: what happens when a new configuration change is required for the entire fleet on multiple private data centers and the cloud? The new answer lies in the adoption of the Spring Cloud Config Server as our One Intuit Configuration Service using the SaaS model, which represents a new shift from manual Operational changes to the simple Pull Requests on related Github Enterprise repositories.
Needless to say, ranging from small internal services to the giants of TurboTax and Quickbooks that are used by millions of users worldwide, there are amazing results with the adoption of this Configuration practice and service such as the decreased time to change configuration from hours to minutes without involving Operations team while getting consistent configuration across a fleet of services. On the other hand, the strong adoption rate brought up a set of new challenges for us to support this new approach in the Enterprise: how to properly architect Spring Cloud Config to be deployed as a SaaS application in the Enterprise? how can we guarantee that users are pushing valid configuration properties to their repo? How can we help them debug their properties consistently, but without relying solely on Github Pull Requests? Finally, what if we need to replicate this solution for Mobile clients? Do we need to deploy hundreds of Configuration servers in the Cloud, and consequently, take the bite on cost?
Overall, the solutions to the questions above are comprised of SaaS deployment of the Spring Cloud Config with some enterprise tweaks for security and performance. Then, we have created a Github Pre-receive hook called Spring Cloud Config Validator to validate user’s config repositories and a web application called Spring Cloud Config Inspector that helps users debug their config keys as associated values, secrets, etc. Lastly, our Spring Cloud Config Publisher solution allows users to use their applications to console a subset of their config properties from an Amazon S3 bucket that the publisher will be publishing to at every new valid commit.
SpringOne Platform 2017
Christoph Strobl, Pivotal; Mark Paluch, Pivotal
How do you improve efficiency, reduce latency and memory footprint of your data access? Reactive Streams on top of a functional-reactive programming model are key. Both are two predominant concepts in reactive systems, that completely change how we approach data access in applications today. Reactive data access improves resource usage efficiency and eliminates several constraints of today’s imperative approaches.
This talk covers non-blocking data access using Spring Data for NoSQl data stores and Project Reactor. You will learn how to integrate Spring Data repositories in an end-to-end reactive web application. If you are a developer looking to consume data in a functional reactive style, this is your chance to gain the experience how your application can benefit from streaming data access.
Cloud Foundry Services on PKS with No Extra Code, "We Bosh So You Don’t Have ...VMware Tanzu
SpringOne Platform 2018
Cloud Foundry Services on PKS with No Extra Code, "We Bosh So You Don’t Have To!" (Kibosh)
Jeenal Shah, Pivotal; Joe Eltgroth, Pivotal
Kubernetes and Windows: At Scale with Enterprise PKSVMware Tanzu
SpringOne Platform 2019
Title: Kubernetes and Windows: At Scale with Enterprise PKS
Speakers: Speakers: Kartik Lunkad, Staff Product Manager, Pivotal; Michael Michael, Director of Product Management, VMware
Youtube: https://youtu.be/RLOU5UZttyY
Cross-Platform Observability for Cloud FoundryVMware Tanzu
This document discusses cross-platform observability for Cloud Foundry. It highlights the need for observability of both platforms and applications to achieve stability, scalability, security and speed. It discusses challenges of monitoring microservices that generate large amounts of metrics data. The document promotes an observability-as-a-service approach for any application and cloud. It demonstrates metrics, traces and histograms as pillars of observability and service level objectives. Distributed tracing is presented as a way to troubleshoot microservices faster. The document concludes with a demo and best practices from an organization that uses observability to deliver high quality code.
Experiences using grails in a Microservice Architecture SpringOne2gx 2014Jeff Beck
We deployed five new Grails micro services into production roughly a year ago. I will describe how Grails fits into our larger polyglot architecture. And go through our experiences building and maintaining these micro services. Showing what items we reused and standardized across the application, and the pitfalls we have encountered. I will also work through some of the supporting technologies including Puppet, Vagrant, OpenStack, Spring Integration, and ActiveMQ and how we are using them with Grails.
By the end of the talk you should have the knowledge to evaluate if Grails micro services are good for your team and what support you will need to put in place before you can take the micro service approach.
Consumer Driven Contracts and Your Microservice ArchitectureVMware Tanzu
SpringOne Platform 2017
Marcin Grzejszczak, Pivotal; Adib Saikali, Pivotal
"Consumer driven contracts (CDC) are like TDD applied to the API. It’s especially important in the world of microservices. Since it’s driven by consumers, it’s much more user friendly. Of course microservices are really cool, but most people do not take into consideration plenty of potential obstacles that should be tackled. Then instead of frequent, fully automated deploys via a delivery pipeline, you might end up in an asylum due to frequent mental breakdowns caused by production disasters.
We will write a system using the CDC approach together with Spring Boot, Spring Cloud Contract verifier. We’ll show you how easy it is to write applications that have a consumer driven API and that will allow a developer to speed up the time of writing his better quality softwar"
Cloud Native Java with Spring Cloud ServicesChris Sterling
Developing cloud-native applications presents several challenges. How do microservices discover each other? How do you configure them? How can you make them resilient to failure? How can you monitor the health of each microservice?
Spring Cloud addresses all of these concerns. Even so, you still must explicitly develop your own service registry to enable discovery, configuration server, and circuit breaker dashboard for monitoring the circuit breakers in each microservice.
Spring Cloud Services for Pivotal Cloud Foundry picks up where Spring Cloud leaves off, offering an out-of-the-box experience with service registry, configuration server, and circuit breaker dashboard services that can be bound to applications deployed in Pivotal Cloud Foundry. Now developers can focus on developing applications rather than microservices infrastructure. In this talk, we will introduce the capabilities provided by Spring Cloud Services and demonstrate how it makes simple work of deploying cloud-native applications to Cloud Foundry.
This document discusses conducting user research for an API management product. It outlines the research process of empathizing with users through interviews and personas, defining problems by synthesizing findings, ideating solutions through design studios, and prototyping and testing solutions. The research uncovered that API consumers want easy discovery and secure access to APIs without involving operations. It also found that API managers want observability into API usage. Outcomes of the research included API discovery and documentation pages and secure access pages. The value of user research is building empathy, validating assumptions, and providing structured feedback.
Project Riff는 Kubernetes 기반의 함수형 서비스로 스크립트, Node.js, Spring Cloud Function로 작성된 함수를 이벤트 발생시 실행 할 수 있습니다. Riff 상에 Spring Cloud Function을 사용하여 Serverless Spring을 사용하는 방법에 대해서 살펴봅니다.
SpringOne Platform 2017
Xiaokai He, Microsoft; Chris Anderson, Microsoft
Are you struggling with diagnosing your serverless functions? In this live coding session, we will quickly develop and deploy a serverless application to cloud, and then show you how we can go inside the black box and debugging functions locally and remotely.
This document provides an overview and update on Vulkan. It discusses Vulkan 1.2 which rolled up previous extensions into the core API, improving performance and development. It highlights new functionality in Vulkan 1.2 like descriptor indexing and buffer device addressing. It also discusses provisional ray tracing and variable rate shading specifications. The document provides information on the Vulkan ecosystem and resources for developers.
PKS is Not JAK8sP (Just Another Kubernetes Platform)VMware Tanzu
SpringOne Platform 2019
Title: PKS is Not JAK8sP (Just Another Kubernetes Platform)
Speaker: Cornelia Davis VP, Technology, Pivotal
Youtube: https://youtu.be/THlqs287lpI
This presentation provides an overview and status update of the Steeltoe software framework. It discusses Steeltoe's components for observability, security, scalability, and ease of use. Recent updates include improvements to abstractions, configuration, connectors, discovery, management, and messaging. Future plans include further Kubernetes support, tooling enhancements, and making streams and data flow integration production-ready. The presentation encourages attendees to stay updated on Steeltoe's documentation, GitHub, Slack channel, and social media accounts.
Pivotal Platform: A First Look at the October ReleaseVMware Tanzu
Join Dan Baskette and Jared Ruckle for a first look at the latest Pivotal Platform capabilities with demos and expert Q&A. Attend this session and learn how you can put these new updates to work for your enterprise.
Build apps atop Kubernetes with:
● Azure Spring Cloud, a complete runtime for Spring apps atop Azure Kubernetes Service
● Pivotal Build Service, an automated workflow for code-to-container builds
● Container Services Manager for Pivotal Platform, a bridge between Pivotal Application Service and PKS
Build apps atop a self-managed platform with:
● Pivotal Application Service 2.7, and its additional app deployment capabilities
● Pivotal Service Instance Manager, a new tool to help you manage backing services at scale
Get your apps to production with CI/CD tools like:
● Pivotal Continuous Delivery with Spinnaker
● Pivotal Concourse 5.5
We’ll also review Pivotal Spring Cloud Gateway and Pivotal Cloud Cache 1.9!
Presenter : Dan Baskette, Director, Technical Marketing & Jared Ruckle, Director, Product Marketing
NUBOMEDIA is the first open source elastic cloud PaaS (Platform as a Service) specifically designed for real-time interactive multimedia services, which exposes its capabilities through simple APIs. It has been created on the top of Kurento technologies. This presentation provides an overview of NUBOMEDIA and details to create apps ready to be deployed on the NUBOMEDIA PaaS.
Travelers 360 degree health assessment of microservices on the pivotal platformRohit Kelapure
Is your system healthy? Are SLOs being met? What are the top performance constraints? What are the high-priority implementation concerns? Is the architecture a right fit? Are the teams leveraging the capabilities of the platform? What are the pain points with platform services? It can be challenging to find root cause among problem symptoms in distributed systems. Just as in real life, it's important for microservices to undergo regular health checks.
In this talk, we'll provide a systems-based approach to execute an app health check along 10 different dimensions: monitoring and metrics, failure mode analysis, technical debt, emergency response, performance optimization, change management, microservices rationalization, platform as a product, balanced team, and path to production. We'll explain how to address issues uncovered during a health check and provide recommendations on how to build a sustainable Day 2 app-ops reliability engineering practice.
Distribute Your App and Engage Your Community with a Helm RepositoryVMware Tanzu
Tomas Pizarro Moreno presented best practices for maintaining a Helm chart repository. He discussed storing charts in services like AWS S3, GitHub Pages, or Harbor. It is important to thoroughly test charts by running linting, installing with different configurations, and performing verification and functional tests. Charts also need ongoing maintenance like keeping dependent Docker images up-to-date and addressing user feedback. Finally, charts should be published to directories like Helm Hub to make them discoverable.
How do we add some sanity to the process of constructing microservices and provide guidelines and design heuristics on restructuring microservices. In this talk we will look at life after running microservices architectures in production and learn from the mistakes committed over the past five years. We will analyze real life systems on the criteria for consolidating microservices into monoliths or moduliths based on technical and business heuristics as illustrated In [4]. The techniques - a combination of mapping microservices to core technical attributes [2] reduced by affinity mapping and business domain context distillation [3] - have emerged from working with a number of customers where the value of microservices has not been realized despite leveraging Domain Driven Design.
1. Essay on this topic : https://hackmd.io/10j-7DfqSIu1C8GQjHa1Bw?view
2. https://content.pivotal.io/blog/should-that-be-a-microservice-keep-these-six-factors-in-mind
3. https://medium.com/nick-tune-tech-strategy-blog/core-domain-patterns-941f89446af5
4. https://twitter.com/RKela/status/1227188151887843329/photo/1
.NET and Kubernetes: Bringing Legacy .NET Into the Modern World with Pivotal ...VMware Tanzu
SpringOne Platform 2019
.NET and Kubernetes: Bringing Legacy .NET Into the Modern World with Pivotal Container Services
Speakers: David Dieruf, Product Marketing Manager, Pivotal and Christopher Umbel, .NET AppTx Practice Lead, Pivotal
YouTube: https://youtu.be/nw6gI67l8GA
WebRTC/Kurento/NUBOMEDIA Hackathon at IETF’96Boni García
The document discusses an IETF hackathon focused on NUBOMEDIA APIs/SDKs and PaaS. It provides an introduction to NUBOMEDIA, describes the various NUBOMEDIA APIs including the Media, Repository, Signaling, Room, and Tree APIs. It also discusses the NUBOMEDIA SDKs and PaaS, including how to deploy applications using the NUBOMEDIA PaaS GUI. The document concludes by outlining steps to develop a sample application using NUBOMEDIA APIs and deploying it on the NUBOMEDIA PaaS.
DevOps KPIs as a Service: Daimler’s SolutionVMware Tanzu
1. Daimler developed a DevOps KPI-as-a-Service solution to provide transparency into key performance indicators for its Cloud Foundry-based platforms.
2. The solution collects and stores platform data daily and generates reports in Excel format on demand to analyze metrics like usage, capacity, and adoption over time.
3. Initial goals were to leverage existing platform data with little effort using a "learning by doing" approach; the team now aims to improve integration, documentation, automation, and marketing of the KPI tool within Daimler.
SpringOne Platform 2018 Recap in 5 minutesRohit Kelapure
The document provides a recap of announcements and news from Spring One Platform 2018. Key points include:
- Buildpacks were contributed to CNCF and the buildpack ecosystem was unified with a well-defined platform to buildpack contract.
- PKS 1.2 reached general availability and can now deploy to AWS alongside other new features.
- The Pivotal Function Service was introduced, building on Knative to allow running functions anywhere and triggering via HTTP/message brokers.
- Several partners received awards for their work in areas like systems integration, independent software, and managed services on the Pivotal platform.
- New developments were announced for projects like Spring Framework, PAS, Concourse, and Kubernetes integration.
The document discusses Spring Cloud Gateway, an API gateway solution for microservices architectures. It begins with an overview of what an API gateway is and its responsibilities. It then covers the basics of Spring Cloud Gateway, including its reactive foundation and routing capabilities using predicates, filters and handlers. The document also discusses design decisions around embedded, facade and cross-cutting gateway patterns. It concludes with a demo of a sample Spring Cloud Gateway configuration routing requests to back services.
The document discusses containers and Kubernetes. It begins with an overview of containers and the container hype cycle, noting that containers are maturing from an initial hype phase. It then covers container principles like running as a non-privileged user, building container images using layers, tagging images, and deploying containerized applications on Kubernetes. The overall message is that containers are becoming a mainstream deployment approach but require systematic processes for operations and security.
Experiences using grails in a Microservice Architecture SpringOne2gx 2014Jeff Beck
We deployed five new Grails micro services into production roughly a year ago. I will describe how Grails fits into our larger polyglot architecture. And go through our experiences building and maintaining these micro services. Showing what items we reused and standardized across the application, and the pitfalls we have encountered. I will also work through some of the supporting technologies including Puppet, Vagrant, OpenStack, Spring Integration, and ActiveMQ and how we are using them with Grails.
By the end of the talk you should have the knowledge to evaluate if Grails micro services are good for your team and what support you will need to put in place before you can take the micro service approach.
Consumer Driven Contracts and Your Microservice ArchitectureVMware Tanzu
SpringOne Platform 2017
Marcin Grzejszczak, Pivotal; Adib Saikali, Pivotal
"Consumer driven contracts (CDC) are like TDD applied to the API. It’s especially important in the world of microservices. Since it’s driven by consumers, it’s much more user friendly. Of course microservices are really cool, but most people do not take into consideration plenty of potential obstacles that should be tackled. Then instead of frequent, fully automated deploys via a delivery pipeline, you might end up in an asylum due to frequent mental breakdowns caused by production disasters.
We will write a system using the CDC approach together with Spring Boot, Spring Cloud Contract verifier. We’ll show you how easy it is to write applications that have a consumer driven API and that will allow a developer to speed up the time of writing his better quality softwar"
Cloud Native Java with Spring Cloud ServicesChris Sterling
Developing cloud-native applications presents several challenges. How do microservices discover each other? How do you configure them? How can you make them resilient to failure? How can you monitor the health of each microservice?
Spring Cloud addresses all of these concerns. Even so, you still must explicitly develop your own service registry to enable discovery, configuration server, and circuit breaker dashboard for monitoring the circuit breakers in each microservice.
Spring Cloud Services for Pivotal Cloud Foundry picks up where Spring Cloud leaves off, offering an out-of-the-box experience with service registry, configuration server, and circuit breaker dashboard services that can be bound to applications deployed in Pivotal Cloud Foundry. Now developers can focus on developing applications rather than microservices infrastructure. In this talk, we will introduce the capabilities provided by Spring Cloud Services and demonstrate how it makes simple work of deploying cloud-native applications to Cloud Foundry.
This document discusses conducting user research for an API management product. It outlines the research process of empathizing with users through interviews and personas, defining problems by synthesizing findings, ideating solutions through design studios, and prototyping and testing solutions. The research uncovered that API consumers want easy discovery and secure access to APIs without involving operations. It also found that API managers want observability into API usage. Outcomes of the research included API discovery and documentation pages and secure access pages. The value of user research is building empathy, validating assumptions, and providing structured feedback.
Project Riff는 Kubernetes 기반의 함수형 서비스로 스크립트, Node.js, Spring Cloud Function로 작성된 함수를 이벤트 발생시 실행 할 수 있습니다. Riff 상에 Spring Cloud Function을 사용하여 Serverless Spring을 사용하는 방법에 대해서 살펴봅니다.
SpringOne Platform 2017
Xiaokai He, Microsoft; Chris Anderson, Microsoft
Are you struggling with diagnosing your serverless functions? In this live coding session, we will quickly develop and deploy a serverless application to cloud, and then show you how we can go inside the black box and debugging functions locally and remotely.
This document provides an overview and update on Vulkan. It discusses Vulkan 1.2 which rolled up previous extensions into the core API, improving performance and development. It highlights new functionality in Vulkan 1.2 like descriptor indexing and buffer device addressing. It also discusses provisional ray tracing and variable rate shading specifications. The document provides information on the Vulkan ecosystem and resources for developers.
PKS is Not JAK8sP (Just Another Kubernetes Platform)VMware Tanzu
SpringOne Platform 2019
Title: PKS is Not JAK8sP (Just Another Kubernetes Platform)
Speaker: Cornelia Davis VP, Technology, Pivotal
Youtube: https://youtu.be/THlqs287lpI
This presentation provides an overview and status update of the Steeltoe software framework. It discusses Steeltoe's components for observability, security, scalability, and ease of use. Recent updates include improvements to abstractions, configuration, connectors, discovery, management, and messaging. Future plans include further Kubernetes support, tooling enhancements, and making streams and data flow integration production-ready. The presentation encourages attendees to stay updated on Steeltoe's documentation, GitHub, Slack channel, and social media accounts.
Pivotal Platform: A First Look at the October ReleaseVMware Tanzu
Join Dan Baskette and Jared Ruckle for a first look at the latest Pivotal Platform capabilities with demos and expert Q&A. Attend this session and learn how you can put these new updates to work for your enterprise.
Build apps atop Kubernetes with:
● Azure Spring Cloud, a complete runtime for Spring apps atop Azure Kubernetes Service
● Pivotal Build Service, an automated workflow for code-to-container builds
● Container Services Manager for Pivotal Platform, a bridge between Pivotal Application Service and PKS
Build apps atop a self-managed platform with:
● Pivotal Application Service 2.7, and its additional app deployment capabilities
● Pivotal Service Instance Manager, a new tool to help you manage backing services at scale
Get your apps to production with CI/CD tools like:
● Pivotal Continuous Delivery with Spinnaker
● Pivotal Concourse 5.5
We’ll also review Pivotal Spring Cloud Gateway and Pivotal Cloud Cache 1.9!
Presenter : Dan Baskette, Director, Technical Marketing & Jared Ruckle, Director, Product Marketing
NUBOMEDIA is the first open source elastic cloud PaaS (Platform as a Service) specifically designed for real-time interactive multimedia services, which exposes its capabilities through simple APIs. It has been created on the top of Kurento technologies. This presentation provides an overview of NUBOMEDIA and details to create apps ready to be deployed on the NUBOMEDIA PaaS.
Travelers 360 degree health assessment of microservices on the pivotal platformRohit Kelapure
Is your system healthy? Are SLOs being met? What are the top performance constraints? What are the high-priority implementation concerns? Is the architecture a right fit? Are the teams leveraging the capabilities of the platform? What are the pain points with platform services? It can be challenging to find root cause among problem symptoms in distributed systems. Just as in real life, it's important for microservices to undergo regular health checks.
In this talk, we'll provide a systems-based approach to execute an app health check along 10 different dimensions: monitoring and metrics, failure mode analysis, technical debt, emergency response, performance optimization, change management, microservices rationalization, platform as a product, balanced team, and path to production. We'll explain how to address issues uncovered during a health check and provide recommendations on how to build a sustainable Day 2 app-ops reliability engineering practice.
Distribute Your App and Engage Your Community with a Helm RepositoryVMware Tanzu
Tomas Pizarro Moreno presented best practices for maintaining a Helm chart repository. He discussed storing charts in services like AWS S3, GitHub Pages, or Harbor. It is important to thoroughly test charts by running linting, installing with different configurations, and performing verification and functional tests. Charts also need ongoing maintenance like keeping dependent Docker images up-to-date and addressing user feedback. Finally, charts should be published to directories like Helm Hub to make them discoverable.
How do we add some sanity to the process of constructing microservices and provide guidelines and design heuristics on restructuring microservices. In this talk we will look at life after running microservices architectures in production and learn from the mistakes committed over the past five years. We will analyze real life systems on the criteria for consolidating microservices into monoliths or moduliths based on technical and business heuristics as illustrated In [4]. The techniques - a combination of mapping microservices to core technical attributes [2] reduced by affinity mapping and business domain context distillation [3] - have emerged from working with a number of customers where the value of microservices has not been realized despite leveraging Domain Driven Design.
1. Essay on this topic : https://hackmd.io/10j-7DfqSIu1C8GQjHa1Bw?view
2. https://content.pivotal.io/blog/should-that-be-a-microservice-keep-these-six-factors-in-mind
3. https://medium.com/nick-tune-tech-strategy-blog/core-domain-patterns-941f89446af5
4. https://twitter.com/RKela/status/1227188151887843329/photo/1
.NET and Kubernetes: Bringing Legacy .NET Into the Modern World with Pivotal ...VMware Tanzu
SpringOne Platform 2019
.NET and Kubernetes: Bringing Legacy .NET Into the Modern World with Pivotal Container Services
Speakers: David Dieruf, Product Marketing Manager, Pivotal and Christopher Umbel, .NET AppTx Practice Lead, Pivotal
YouTube: https://youtu.be/nw6gI67l8GA
WebRTC/Kurento/NUBOMEDIA Hackathon at IETF’96Boni García
The document discusses an IETF hackathon focused on NUBOMEDIA APIs/SDKs and PaaS. It provides an introduction to NUBOMEDIA, describes the various NUBOMEDIA APIs including the Media, Repository, Signaling, Room, and Tree APIs. It also discusses the NUBOMEDIA SDKs and PaaS, including how to deploy applications using the NUBOMEDIA PaaS GUI. The document concludes by outlining steps to develop a sample application using NUBOMEDIA APIs and deploying it on the NUBOMEDIA PaaS.
DevOps KPIs as a Service: Daimler’s SolutionVMware Tanzu
1. Daimler developed a DevOps KPI-as-a-Service solution to provide transparency into key performance indicators for its Cloud Foundry-based platforms.
2. The solution collects and stores platform data daily and generates reports in Excel format on demand to analyze metrics like usage, capacity, and adoption over time.
3. Initial goals were to leverage existing platform data with little effort using a "learning by doing" approach; the team now aims to improve integration, documentation, automation, and marketing of the KPI tool within Daimler.
SpringOne Platform 2018 Recap in 5 minutesRohit Kelapure
The document provides a recap of announcements and news from Spring One Platform 2018. Key points include:
- Buildpacks were contributed to CNCF and the buildpack ecosystem was unified with a well-defined platform to buildpack contract.
- PKS 1.2 reached general availability and can now deploy to AWS alongside other new features.
- The Pivotal Function Service was introduced, building on Knative to allow running functions anywhere and triggering via HTTP/message brokers.
- Several partners received awards for their work in areas like systems integration, independent software, and managed services on the Pivotal platform.
- New developments were announced for projects like Spring Framework, PAS, Concourse, and Kubernetes integration.
The document discusses Spring Cloud Gateway, an API gateway solution for microservices architectures. It begins with an overview of what an API gateway is and its responsibilities. It then covers the basics of Spring Cloud Gateway, including its reactive foundation and routing capabilities using predicates, filters and handlers. The document also discusses design decisions around embedded, facade and cross-cutting gateway patterns. It concludes with a demo of a sample Spring Cloud Gateway configuration routing requests to back services.
The document discusses containers and Kubernetes. It begins with an overview of containers and the container hype cycle, noting that containers are maturing from an initial hype phase. It then covers container principles like running as a non-privileged user, building container images using layers, tagging images, and deploying containerized applications on Kubernetes. The overall message is that containers are becoming a mainstream deployment approach but require systematic processes for operations and security.
The document discusses Spring Cloud Gateway and API gateways. It provides an overview of what an API gateway is and its responsibilities, including routing, security, monitoring, resiliency and more. It then details the basics of Spring Cloud Gateway, including its reactive foundation and gateway flow involving predicates, filters and handlers. Finally, it discusses design decisions and provides a demo of Spring Cloud Gateway routing requests between services and integrating with Cloud Foundry.
The document discusses Spring Cloud Kubernetes, which provides features for running Spring Boot applications on Kubernetes including service discovery, configuration via ConfigMaps and secrets, routing, and health monitoring. It notes that Spring Cloud Kubernetes is available in the Greenwich release train and requires Spring Boot 2.1.x. It also mentions that a demo is provided and that the project is community driven.
The document discusses Spring Cloud Kubernetes, which provides features for running Spring Boot applications on Kubernetes including service discovery, configuration with ConfigMaps and secrets, routing, and health monitoring. It notes that Spring Cloud Kubernetes is available in the Greenwich release train and requires Spring Boot 2.1. It also highlights that the project is community driven.
Living on the Edge With Spring Cloud Gateway - Cora IberkleidVMware Tanzu
The document discusses Spring Cloud Gateway, an API gateway solution for microservices architectures. It begins with an overview of API gateway basics and responsibilities. It then covers the foundations and reactive design of Spring Cloud Gateway, including its use of predicates, filters and handlers to process requests. The document outlines some design considerations for different types of gateways and demos Spring Cloud Gateway's capabilities for service discovery, circuit breaking and routing across multiple services. It also previews using the gateway on Cloud Foundry for subscription-based access control and centralized management of concerns like authentication and rate limiting.
Living on the Edge With Spring Cloud Gateway - Cora IberkleidVMware Tanzu
The document discusses Spring Cloud Gateway, an API gateway solution for microservices architectures. It begins with an overview of API gateway basics and responsibilities. It then covers the foundations, reactive design, and flow of Spring Cloud Gateway. Key concepts like predicates, filters and routing are explained. Different design considerations for gateway deployment are presented. The document concludes with a demonstration of Spring Cloud Gateway, showing how it can address concerns for microservices applications and enterprises, including service discovery, circuit breaking, authentication, rate limiting and service brokering.
Spring Cloud Kubernetes - Spencer GibbVMware Tanzu
The document discusses Spring Cloud Kubernetes, which provides integrations for running Spring Boot applications on Kubernetes. It enables service discovery, external configuration via ConfigMaps and Secrets, load balancing with Ribbon, and health checking via Kubernetes health indicators. The presentation provides an overview of Spring Cloud Kubernetes and its features, demonstrates its usage, and encourages attendees to engage further through GitHub and Twitter.
Cloud Native Java with Spring Cloud ServicesVMware Tanzu
SpringOne Platform 2016
Speakers: Craig Walls; Spring Social Lead, Pivotal. Roy Clarkson; Spring Mobile Lead, Pivotal.
Developing cloud native applications presents several challenges. How do microservices discover each other? How do you configure them? How can you make them resilient to failure? How can you monitor the health of each microservice?
Spring Cloud addresses all of these concerns. Even so, you still must explicitly develop your own discovery server, configuration server, and circuit breaker dashboard for monitoring the circuit breakers in each microservice.
Spring Cloud Services for Pivotal Cloud Foundry picks up where Spring Cloud leaves off, offering a discovery server, configuration server, and Hystrix dashboard as services that can be bound to applications deployed in Pivotal Cloud Foundry, leaving you to focus on developing the services that drive your application. In this talk, we will introduce the capabilities provided by Spring Cloud Services and demonstrate how it makes simple work of deploying cloud native applications to Cloud Foundry.
The many benefits of a RESTful architecture has made it the standard way in which to design web based APIs. For example, the principles of REST state that we should leverage standard HTTP verbs which helps to keep our APIs simple. Server components that are considered RESTFul should be stateless which help to ensure that they can easily scale. We can leverage caching to gain further performance and scalability benefits.
However, the best practices of REST and security often seem to clash. How should a user be authenticated in a stateless application? How can a secured resource also support caching? Securing RESTful endpoints is further complicated by the the fact that security best practices evolve so rapidly.
In this talk Rob will discuss how to properly secure your RESTful endpoints. Along the way we will explore some common pitfalls when applying security to RESTful APIs. Finally, we will see how the new features in Spring Security can greatly simplify securing your RESTful APIs.
The document discusses Spring Cloud Gateway, which is a cloud-native gateway built on Spring Framework and Spring Boot. It runs as a gateway that provides routing, security, monitoring and resiliency capabilities for microservices. Spring Cloud Gateway uses a non-blocking API and integrates with Project Reactor. It provides capabilities like routing, filtering, monitoring and resiliency through its predicates, filters and gateway handler.
Spring Cloud Gateway - Stéphane MaldiniVMware Tanzu
The document discusses Spring Cloud Gateway, which is an API gateway built on Spring Boot and Project Reactor. It runs on Spring Framework 5+ and implements the API gateway pattern. An API gateway acts as a reverse proxy and routing layer sitting in front of microservices, and handles cross-cutting concerns like security, monitoring and resiliency. Spring Cloud Gateway builds on Project Reactor's reactive core to provide a non-blocking gateway. It allows routing based on predicates and filtering requests using pre/post filters. Route configurations can be defined using YAML or Java DSL.
This document provides an overview of Spring Cloud on Pivotal Container Service (PKS). It discusses the evolution from monolith applications to microservices using Spring Boot and Spring Cloud. It outlines key cloud native principles and the journey from Spring Boot to deploying microservices on Kubernetes via PKS. The presentation includes a demo of a sample application and roadmap for Spring Cloud Kubernetes integration.
SpringOne Platform 2016
Speaker: Kenny Bastani; Developer Advocate, Pivotal.
Cloud Foundry is a powerful structured platform. For many organizations their first experience with Cloud Foundry feels like jumping in a time machine and emerging in a world where the automations are done and--even more surprising--they work! But that’s just the beginning.
Cloud Foundry is a trustworthy, capable foundation you can build upon. It’s power lies in the flexibility provided through a structured, clear framework for extension. That’s what I want to show you in this talk.
There are several supported mechanisms for extending the platform. In this talk we’ll consider each method and which problem areas they address well. We’ll cover everything from user-provided services to first class services managed by BOSH.
You may be extending the platform to provide unique, new services to your users; or to bridge cloud-native applications running on Cloud Foundry with existing data centers and tools. No matter your use case you’ll gain a valuable understanding of the extensibility of the platform itself to truly make it your own.
Cloud Foundry gives platform operators and platform engineers an incredible framework for delivering transformative value to application developers. Learn how in this talk.
Extending the Platform with Spring Boot and Cloud FoundryKenny Bastani
When developing cloud native applications that are deployed and operated using a cloud platform, such as Cloud Foundry, there becomes a need to provision middleware services using the platform. The result of building platform services are that developers using the platform are able to take advantage of service offerings as bindings for their application deployments.
This document provides an overview of a demo presentation on riffing on Knative. It introduces Knative and its components for building, deploying and managing serverless workloads. It demonstrates how riff builds on Knative to provide an opinionated experience for building functions using various programming languages and invoking them through command line or event driven methods. The document includes examples of deploying and chaining Java, JavaScript and command line functions on Knative and Kubernetes.
12 Factor, or Cloud Native Apps - What EXACTLY Does that Mean for Spring Deve...VMware Tanzu
SpringOne Platform 2016
Speaker: Thomas Gamble; Director, Development, Home Depot
Your team is excited about getting started with Spring Boot and Cloud Native, but you're not entirely sure you're ready to have the team continuously delivering to prod using cf push from their local desktops. The freedom of cloud native development can be very empowering for developers, but it shouldn't be something that terrifies the operations and security teams. We'll discuss how you can setup a fast and reliable deployment process, as well as some interesting things to thing about in the future. One of the most well known descriptions of these new paradigms is the Twelve Factor App (12factor.net), which describes elements of cloud native applications. Many of these needs are squarely met through the Spring Framework, others require support from other systems. In this session we will examine each of the twelve factors and present how Spring, and platforms such as Cloud Foundry satisfy them, and in some cases we’ll even suggest that responsibility should shift from Spring to platforms. At the conclusion you will understand what is needed for cloud‐native applications, why and how to deliver on those requirements.
What AI Means For Your Product Strategy And What To Do About ItVMware Tanzu
The document summarizes Matthew Quinn's presentation on "What AI Means For Your Product Strategy And What To Do About It" at Denver Startup Week 2023. The presentation discusses how generative AI could impact product strategies by potentially solving problems companies have ignored or allowing competitors to create new solutions. Quinn advises product teams to evaluate their strategies and roadmaps, ensure they understand user needs, and consider how AI may change the problems being addressed. He provides examples of how AI could influence product development for apps in home organization and solar sales. Quinn concludes by urging attendees not to ignore AI's potential impacts and to have hard conversations about emerging threats and opportunities.
Make the Right Thing the Obvious Thing at Cardinal Health 2023VMware Tanzu
This document discusses the evolution of internal developer platforms and defines what they are. It provides a timeline of how technologies like infrastructure as a service, public clouds, containers and Kubernetes have shaped developer platforms. The key aspects of an internal developer platform are described as providing application-centric abstractions, service level agreements, automated processes from code to production, consolidated monitoring and feedback. The document advocates that internal platforms should make the right choices obvious and easy for developers. It also introduces Backstage as an open source solution for building internal developer portals.
Enhancing DevEx and Simplifying Operations at ScaleVMware Tanzu
Cardinal Health introduced Tanzu Application Service in 2016 and set up foundations for cloud native applications in AWS and later migrated to GCP in 2018. TAS has provided Cardinal Health with benefits like faster development of applications, zero downtime for critical applications, hosting over 5,000 application instances, quicker patching for security vulnerabilities, and savings through reduced lead times and staffing needs.
Dan Vega discussed upcoming changes and improvements in Spring including Spring Boot 3, which will have support for JDK 17, Jakarta EE 9/10, ahead-of-time compilation, improved observability with Micrometer, and Project Loom's virtual threads. Spring Boot 3.1 additions were also highlighted such as Docker Compose integration and Spring Authorization Server 1.0. Spring Boot 3.2 will focus on embracing virtual threads from Project Loom to improve scalability of web applications.
Platforms, Platform Engineering, & Platform as a ProductVMware Tanzu
This document discusses building platforms as products and reducing developer toil. It notes that platform engineering now encompasses PaaS and developer tools. A quote from Mercedes-Benz emphasizes building platforms for developers, not for the company itself. The document contrasts reactive, ticket-driven approaches with automated, self-service platforms and products. It discusses moving from considering platforms as a cost center to experts that drive business results. Finally, it provides questions to identify sources of developer toil, such as issues with workstation setup, running software locally, integration testing, committing changes, and release processes.
This document provides an overview of building cloud-ready applications in .NET. It defines what makes an application cloud-ready, discusses common issues with legacy applications, and recommends design patterns and practices to address these issues, including loose coupling, high cohesion, messaging, service discovery, API gateways, and resiliency policies. It includes code examples and links to additional resources.
Dan Vega discussed new features and capabilities in Spring Boot 3 and beyond, including support for JDK 17, Jakarta EE 9, ahead-of-time compilation, observability with Micrometer, Docker Compose integration, and initial support for Project Loom's virtual threads in Spring Boot 3.2 to improve scalability. He provided an overview of each new feature and explained how they can help Spring applications.
Spring Cloud Gateway - SpringOne Tour 2023 Charles Schwab.pdfVMware Tanzu
Spring Cloud Gateway is a gateway that provides routing, security, monitoring, and resiliency capabilities for microservices. It acts as an API gateway and sits in front of microservices, routing requests to the appropriate microservice. The gateway uses predicates and filters to route requests and modify requests and responses. It is lightweight and built on reactive principles to enable it to scale to thousands of routes.
This document appears to be from a VMware Tanzu Developer Connect presentation. It discusses Tanzu Application Platform (TAP), which provides a developer experience on Kubernetes across multiple clouds. TAP aims to unlock developer productivity, build rapid paths to production, and coordinate the work of development, security and operations teams. It offers features like pre-configured templates, integrated developer tools, centralized visibility and workload status, role-based access control, automated pipelines and built-in security. The presentation provides examples of how these capabilities improve experiences for developers, operations teams and security teams.
The document provides information about a Tanzu Developer Connect Workshop on Tanzu Application Platform. The agenda includes welcome and introductions on Tanzu Application Platform, followed by interactive hands-on workshops on the developer experience and operator experience. It will conclude with a quiz, prizes and giveaways. The document discusses challenges with developing on Kubernetes and how Tanzu Application Platform aims to improve the developer experience with features like pre-configured templates, developer tools integration, rapid iteration and centralized management.
The Tanzu Developer Connect is a hands-on workshop that dives deep into TAP. Attendees receive a hands on experience. This is a great program to leverage accounts with current TAP opportunities.
The Tanzu Developer Connect is a hands-on workshop that dives deep into TAP. Attendees receive a hands on experience. This is a great program to leverage accounts with current TAP opportunities.
Simplify and Scale Enterprise Apps in the Cloud | Dallas 2023VMware Tanzu
This document discusses simplifying and scaling enterprise Spring applications in the cloud. It provides an overview of Azure Spring Apps, which is a fully managed platform for running Spring applications on Azure. Azure Spring Apps handles infrastructure management and application lifecycle management, allowing developers to focus on code. It is jointly built, operated, and supported by Microsoft and VMware. The document demonstrates how to create an Azure Spring Apps service, create an application, and deploy code to the application using three simple commands. It also discusses features of Azure Spring Apps Enterprise, which includes additional capabilities from VMware Tanzu components.
SpringOne Tour: Deliver 15-Factor Applications on Kubernetes with Spring BootVMware Tanzu
The document discusses 15 factors for building cloud native applications with Kubernetes based on the 12 factor app methodology. It covers factors such as treating code as immutable, externalizing configuration, building stateless and disposable processes, implementing authentication and authorization securely, and monitoring applications like space probes. The presentation aims to provide an overview of the 15 factors and demonstrate how to build cloud native applications using Kubernetes based on these principles.
SpringOne Tour: The Influential Software EngineerVMware Tanzu
The document discusses the importance of culture in software projects and how to influence culture. It notes that software projects involve people and personalities, not just technology. It emphasizes that culture informs everything a company does and is very difficult to change. It provides advice on being aware of your company's culture, finding ways to inculcate good cultural values like writing high-quality code, and approaches for influencing decision makers to prioritize culture.
SpringOne Tour: Domain-Driven Design: Theory vs PracticeVMware Tanzu
This document discusses domain-driven design, clean architecture, bounded contexts, and various modeling concepts. It provides examples of an e-scooter reservation system to illustrate domain modeling techniques. Key topics covered include identifying aggregates, bounded contexts, ensuring single sources of truth, avoiding anemic domain models, and focusing on observable domain behaviors rather than implementation details.
Consistent toolbox talks are critical for maintaining workplace safety, as they provide regular opportunities to address specific hazards and reinforce safe practices.
These brief, focused sessions ensure that safety is a continual conversation rather than a one-time event, which helps keep safety protocols fresh in employees' minds. Studies have shown that shorter, more frequent training sessions are more effective for retention and behavior change compared to longer, infrequent sessions.
Engaging workers regularly, toolbox talks promote a culture of safety, empower employees to voice concerns, and ultimately reduce the likelihood of accidents and injuries on site.
The traditional method of conducting safety talks with paper documents and lengthy meetings is not only time-consuming but also less effective. Manual tracking of attendance and compliance is prone to errors and inconsistencies, leading to gaps in safety communication and potential non-compliance with OSHA regulations. Switching to a digital solution like Safelyio offers significant advantages.
Safelyio automates the delivery and documentation of safety talks, ensuring consistency and accessibility. The microlearning approach breaks down complex safety protocols into manageable, bite-sized pieces, making it easier for employees to absorb and retain information.
This method minimizes disruptions to work schedules, eliminates the hassle of paperwork, and ensures that all safety communications are tracked and recorded accurately. Ultimately, using a digital platform like Safelyio enhances engagement, compliance, and overall safety performance on site. https://safelyio.com/
A neural network is a machine learning program, or model, that makes decisions in a manner similar to the human brain, by using processes that mimic the way biological neurons work together to identify phenomena, weigh options and arrive at conclusions.
The Role of DevOps in Digital Transformation.pdfmohitd6
DevOps plays a crucial role in driving digital transformation by fostering a collaborative culture between development and operations teams. This approach enhances the speed and efficiency of software delivery, ensuring quicker deployment of new features and updates. DevOps practices like continuous integration and continuous delivery (CI/CD) streamline workflows, reduce manual errors, and increase the overall reliability of software systems. By leveraging automation and monitoring tools, organizations can improve system stability, enhance customer experiences, and maintain a competitive edge. Ultimately, DevOps is pivotal in enabling businesses to innovate rapidly, respond to market changes, and achieve their digital transformation goals.
Building API data products on top of your real-time data infrastructureconfluent
This talk and live demonstration will examine how Confluent and Gravitee.io integrate to unlock value from streaming data through API products.
You will learn how data owners and API providers can document, secure data products on top of Confluent brokers, including schema validation, topic routing and message filtering.
You will also see how data and API consumers can discover and subscribe to products in a developer portal, as well as how they can integrate with Confluent topics through protocols like REST, Websockets, Server-sent Events and Webhooks.
Whether you want to monetize your real-time data, enable new integrations with partners, or provide self-service access to topics through various protocols, this webinar is for you!
Nashik's top web development company, Upturn India Technologies, crafts innovative digital solutions for your success. Partner with us and achieve your goals
The Comprehensive Guide to Validating Audio-Visual Performances.pdfkalichargn70th171
Ensuring the optimal performance of your audio-visual (AV) equipment is crucial for delivering exceptional experiences. AV performance validation is a critical process that verifies the quality and functionality of your AV setup. Whether you're a content creator, a business conducting webinars, or a homeowner creating a home theater, validating your AV performance is essential.
Software Test Automation - A Comprehensive Guide on Automated Testing.pdfkalichargn70th171
Moving to a more digitally focused era, the importance of software is rapidly increasing. Software tools are crucial for upgrading life standards, enhancing business prospects, and making a smart world. The smooth and fail-proof functioning of the software is very critical, as a large number of people are dependent on them.
🏎️Tech Transformation: DevOps Insights from the Experts 👩💻campbellclarkson
Connect with fellow Trailblazers, learn from industry experts Glenda Thomson (Salesforce, Principal Technical Architect) and Will Dinn (Judo Bank, Salesforce Development Lead), and discover how to harness DevOps tools with Salesforce.
Secure-by-Design Using Hardware and Software Protection for FDA ComplianceICS
This webinar explores the “secure-by-design” approach to medical device software development. During this important session, we will outline which security measures should be considered for compliance, identify technical solutions available on various hardware platforms, summarize hardware protection methods you should consider when building in security and review security software such as Trusted Execution Environments for secure storage of keys and data, and Intrusion Detection Protection Systems to monitor for threats.
Superpower Your Apache Kafka Applications Development with Complementary Open...Paul Brebner
Kafka Summit talk (Bangalore, India, May 2, 2024, https://events.bizzabo.com/573863/agenda/session/1300469 )
Many Apache Kafka use cases take advantage of Kafka’s ability to integrate multiple heterogeneous systems for stream processing and real-time machine learning scenarios. But Kafka also exists in a rich ecosystem of related but complementary stream processing technologies and tools, particularly from the open-source community. In this talk, we’ll take you on a tour of a selection of complementary tools that can make Kafka even more powerful. We’ll focus on tools for stream processing and querying, streaming machine learning, stream visibility and observation, stream meta-data, stream visualisation, stream development including testing and the use of Generative AI and LLMs, and stream performance and scalability. By the end you will have a good idea of the types of Kafka “superhero” tools that exist, which are my favourites (and what superpowers they have), and how they combine to save your Kafka applications development universe from swamploads of data stagnation monsters!
Unlock the Secrets to Effortless Video Creation with Invideo: Your Ultimate G...The Third Creative Media
"Navigating Invideo: A Comprehensive Guide" is an essential resource for anyone looking to master Invideo, an AI-powered video creation tool. This guide provides step-by-step instructions, helpful tips, and comparisons with other AI video creators. Whether you're a beginner or an experienced video editor, you'll find valuable insights to enhance your video projects and bring your creative ideas to life.