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IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. | LIGHTBEND ACADEMYSHARDINGLIGHTBEND AKKA FOR SCALADISTRIBUTED MESSAGING PATTERNSINSTALLATION Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. TYPESAFE ACTIVATOR IS NOW OPEN SOURCE Today we are excited to announce that Activator is open source! Along with Activator being open source we’ve posted a new 0.3.0 developer preview release. This release includes 21 template applications that make it easy to get started with Play Framework, Akka and Scala. The community has been contributing some great templates and so can you AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices THE IMPORTANCE OF OBSERVABILITY Day 1 Observability. Observability is about bringing visibility into a system - turning the lights on, to see and understand the state of each component of the system, with context to aid with debugging and performance tuning. While traditional monitoring systems may have been the realm of operations engineers, today’s cloud-native HOW AKKA WORKS: "AKKA A TO Z", AN ILLUSTRATED WHITE PAPER This technical white paper by Hugh McKee ( @mckeeh3) and Oliver White ( @theotown) of Lightbend will take you on an illustrated journey that goes deep into how Akka works: from individual actors and how they behave through supervision and self healing, through to the Reactive Streams initiative with Akka Streams, Akka HTTP and Alpakka, then AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart TRAINING COURSES IN CLOUD NATIVE APPLICATIONS Keep your skills sharp with courses used by some of the world’s most innovative companies to build and operate modern, cloud native applications and systems architectures. Lightbend offers a range of free courses as well as premium courses that are included in a Lightbend subscription. We also offer Instructor-led courses for teamsof 5-12
INTRODUCING AKKA SERVERLESS Akka Serverless - Serverless and State, Without the Hassle. We are proud to announce the open beta of Akka Serverless. Akka Serverless is the first and only developer platform that combines the scalability and ease of use of current serverless models with the responsiveness of business-critical stateful applications into one managed, cloud-based environment. COURSES | LIGHTBEND ACADEMY Reactive Architecture (4): Building Scalable Systems. This course discusses challenges with distributed systems, such as balance between availability and consistency. Starts: Any time, Self-paced. lightbend. LRA-BuildingScalableSystems. Starts Any time, Self-paced. Type. Free.Premium.
TYPESAFE ACTIVATOR IS NOW OPEN SOURCE Today we are excited to announce that Activator is open source! Along with Activator being open source we’ve posted a new 0.3.0 developer preview release. This release includes 21 template applications that make it easy to get started with Play Framework, Akka and Scala. The community has been contributing some great templates and so can youAKKA SERVERLESS
Akka Serverless combines the scalability and cost benefits of serverless infrastructure with the data management and responsiveness of stateful services into one managed, cloud-based environment. No database setup or maintenance frees teams to place 100% focus on business logic instead of worrying about the underlying application architecture, data storage or infrastructure. CLOUDFLOW: ACCELERATE YOUR REAL-TIME STREAMING JOURNEY Lightbend accelerates your journey to the real-time enterprise by simplifying the development, deployment, and operations of complex, multi-component streaming data pipelines. This brief provides the background for why we created Cloudflow and helps you understand how it works with microservices to complement your cloud-native systems. AKKA MONITORING AND TELEMETRY Currently, the majority of the Telemetry capabilities are focused on capturing events and metrics from Akka systems. Monitoring for Scala and Lagom is also available, and new telemetry options are planned for future versions. Given the focus here is on Akka we will concentrate on Akka telemetry. Figure 1 - Lightbend Telemetry. PROMETHEUS • LIGHTBEND TELEMETRY Prometheus. Lightbend Telemetry can report metrics to Prometheus, using a backend plugin integrated with the Prometheus JVM client.. Cinnamon dependency. First make sure that your build is configured to use the Cinnamon Agent and has instrumentations enabled, such as Akka instrumentation or Akka HTTP instrumentation.. Here is the core Cinnamon Prometheus dependency, but note that you also need INSTALLATION ON GOOGLE KUBERNETES ENGINE (GKE) QUICK START To install Akka Cloud Platform on Google Kubernetes Engine (GKE), you must have a Google account and a subscription to the Akka CloudPlatform .
INTELLIJ IDEA · AKKA ACTORS QUICKSTART WITH JAVA IntelliJ IDEA. IntelliJ from JetBrains is one of the leading IDEs in the Java/Scala community and it has excellent support for Akka. This section will guide you through setting up, testing and running the sample project. Setting up the project. Setting up the project issimple.
CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. | LIGHTBEND ACADEMYSHARDINGLIGHTBEND AKKA FOR SCALADISTRIBUTED MESSAGING PATTERNSINSTALLATION Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. TYPESAFE ACTIVATOR IS NOW OPEN SOURCE Today we are excited to announce that Activator is open source! Along with Activator being open source we’ve posted a new 0.3.0 developer preview release. This release includes 21 template applications that make it easy to get started with Play Framework, Akka and Scala. The community has been contributing some great templates and so can you AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices THE IMPORTANCE OF OBSERVABILITY Day 1 Observability. Observability is about bringing visibility into a system - turning the lights on, to see and understand the state of each component of the system, with context to aid with debugging and performance tuning. While traditional monitoring systems may have been the realm of operations engineers, today’s cloud-native HOW AKKA WORKS: "AKKA A TO Z", AN ILLUSTRATED WHITE PAPER This technical white paper by Hugh McKee ( @mckeeh3) and Oliver White ( @theotown) of Lightbend will take you on an illustrated journey that goes deep into how Akka works: from individual actors and how they behave through supervision and self healing, through to the Reactive Streams initiative with Akka Streams, Akka HTTP and Alpakka, then AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. | LIGHTBEND ACADEMYSHARDINGLIGHTBEND AKKA FOR SCALADISTRIBUTED MESSAGING PATTERNSINSTALLATION Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. TYPESAFE ACTIVATOR IS NOW OPEN SOURCE Today we are excited to announce that Activator is open source! Along with Activator being open source we’ve posted a new 0.3.0 developer preview release. This release includes 21 template applications that make it easy to get started with Play Framework, Akka and Scala. The community has been contributing some great templates and so can you AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices THE IMPORTANCE OF OBSERVABILITY Day 1 Observability. Observability is about bringing visibility into a system - turning the lights on, to see and understand the state of each component of the system, with context to aid with debugging and performance tuning. While traditional monitoring systems may have been the realm of operations engineers, today’s cloud-native HOW AKKA WORKS: "AKKA A TO Z", AN ILLUSTRATED WHITE PAPER This technical white paper by Hugh McKee ( @mckeeh3) and Oliver White ( @theotown) of Lightbend will take you on an illustrated journey that goes deep into how Akka works: from individual actors and how they behave through supervision and self healing, through to the Reactive Streams initiative with Akka Streams, Akka HTTP and Alpakka, then AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart TRAINING COURSES IN CLOUD NATIVE APPLICATIONS Keep your skills sharp with courses used by some of the world’s most innovative companies to build and operate modern, cloud native applications and systems architectures. Lightbend offers a range of free courses as well as premium courses that are included in a Lightbend subscription. We also offer Instructor-led courses for teamsof 5-12
INTRODUCING AKKA SERVERLESS Akka Serverless - Serverless and State, Without the Hassle. We are proud to announce the open beta of Akka Serverless. Akka Serverless is the first and only developer platform that combines the scalability and ease of use of current serverless models with the responsiveness of business-critical stateful applications into one managed, cloud-based environment. COURSES | LIGHTBEND ACADEMY Reactive Architecture (4): Building Scalable Systems. This course discusses challenges with distributed systems, such as balance between availability and consistency. Starts: Any time, Self-paced. lightbend. LRA-BuildingScalableSystems. Starts Any time, Self-paced. Type. Free.Premium.
TYPESAFE ACTIVATOR IS NOW OPEN SOURCE Today we are excited to announce that Activator is open source! Along with Activator being open source we’ve posted a new 0.3.0 developer preview release. This release includes 21 template applications that make it easy to get started with Play Framework, Akka and Scala. The community has been contributing some great templates and so can youAKKA SERVERLESS
Akka Serverless combines the scalability and cost benefits of serverless infrastructure with the data management and responsiveness of stateful services into one managed, cloud-based environment. No database setup or maintenance frees teams to place 100% focus on business logic instead of worrying about the underlying application architecture, data storage or infrastructure. CLOUDFLOW: ACCELERATE YOUR REAL-TIME STREAMING JOURNEY Lightbend accelerates your journey to the real-time enterprise by simplifying the development, deployment, and operations of complex, multi-component streaming data pipelines. This brief provides the background for why we created Cloudflow and helps you understand how it works with microservices to complement your cloud-native systems. AKKA MONITORING AND TELEMETRY Currently, the majority of the Telemetry capabilities are focused on capturing events and metrics from Akka systems. Monitoring for Scala and Lagom is also available, and new telemetry options are planned for future versions. Given the focus here is on Akka we will concentrate on Akka telemetry. Figure 1 - Lightbend Telemetry. PROMETHEUS • LIGHTBEND TELEMETRY Prometheus. Lightbend Telemetry can report metrics to Prometheus, using a backend plugin integrated with the Prometheus JVM client.. Cinnamon dependency. First make sure that your build is configured to use the Cinnamon Agent and has instrumentations enabled, such as Akka instrumentation or Akka HTTP instrumentation.. Here is the core Cinnamon Prometheus dependency, but note that you also need INSTALLATION ON GOOGLE KUBERNETES ENGINE (GKE) QUICK START To install Akka Cloud Platform on Google Kubernetes Engine (GKE), you must have a Google account and a subscription to the Akka CloudPlatform .
INTELLIJ IDEA · AKKA ACTORS QUICKSTART WITH JAVA IntelliJ IDEA. IntelliJ from JetBrains is one of the leading IDEs in the Java/Scala community and it has excellent support for Akka. This section will guide you through setting up, testing and running the sample project. Setting up the project. Setting up the project issimple.
CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. TRAINING COURSES IN CLOUD NATIVE APPLICATIONS Keep your skills sharp with courses used by some of the world’s most innovative companies to build and operate modern, cloud native applications and systems architectures. Lightbend offers a range of free courses as well as premium courses that are included in a Lightbend subscription. We also offer Instructor-led courses for teamsof 5-12
| LIGHTBEND ACADEMY
Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. CAREERS | @LIGHTBEND Lightbend is a welcoming, transparent, and highly distributed company dedicated to creating high-performance systems that bring success to all who use them. With a strong focus on work-life balance, our company offers a fast-paced, collaborative environment mixed with challenging and engaging work AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks JDBC (CUSTOM, AMAZON RDS, GCP CLOUD SQL) :: AKKA PLATFORM JDBC configuration details. The Akka Operator can provide configuration for JDBC databases for use as the event store or in projection. This can be either: Your own JDBC managed data base. Amazon RDS. Google Cloud Platform’s Cloud SQL. Regardless of which database you’re using you’ll need: Database instance hostname. SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. TRAINING COURSES IN CLOUD NATIVE APPLICATIONS Keep your skills sharp with courses used by some of the world’s most innovative companies to build and operate modern, cloud native applications and systems architectures. Lightbend offers a range of free courses as well as premium courses that are included in a Lightbend subscription. We also offer Instructor-led courses for teamsof 5-12
| LIGHTBEND ACADEMY
Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. CAREERS | @LIGHTBEND Lightbend is a welcoming, transparent, and highly distributed company dedicated to creating high-performance systems that bring success to all who use them. With a strong focus on work-life balance, our company offers a fast-paced, collaborative environment mixed with challenging and engaging work AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks JDBC (CUSTOM, AMAZON RDS, GCP CLOUD SQL) :: AKKA PLATFORM JDBC configuration details. The Akka Operator can provide configuration for JDBC databases for use as the event store or in projection. This can be either: Your own JDBC managed data base. Amazon RDS. Google Cloud Platform’s Cloud SQL. Regardless of which database you’re using you’ll need: Database instance hostname. SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart INTRODUCING AKKA SERVERLESS Akka Serverless - Serverless and State, Without the Hassle. We are proud to announce the open beta of Akka Serverless. Akka Serverless is the first and only developer platform that combines the scalability and ease of use of current serverless models with the responsiveness of business-critical stateful applications into one managed, cloud-based environment. COURSES | LIGHTBEND ACADEMY Reactive Architecture (4): Building Scalable Systems. This course discusses challenges with distributed systems, such as balance between availability and consistency. Starts: Any time, Self-paced. lightbend. LRA-BuildingScalableSystems. Starts Any time, Self-paced. Type. Free.Premium.
AKKA SERVERLESS
Akka Serverless combines the scalability and cost benefits of serverless infrastructure with the data management and responsiveness of stateful services into one managed, cloud-based environment. No database setup or maintenance frees teams to place 100% focus on business logic instead of worrying about the underlying application architecture, data storage or infrastructure.LIGHTBEND TECH HUB
System Scalability & Elasticity. Scale to handle any peak in demand without wasting costly resources during normal traffic. Lightbend technologies helps you scale elastically across all of your available infrastructure, making it easy to not only expand out to meet high demand, but also to scale in afterwards. INTRODUCING A NEW WAY TO GET STARTED WITH LIGHTBEND We’re changing how developers get started with Lightbend technologies, which unfortunately means that future releases of Play, Akka and Scala will no longer include Activator support as of May 24, 2017, and Lightbend’s Activator server will be decommissioned by theend of 2017.
AKKA MONITORING AND TELEMETRY Currently, the majority of the Telemetry capabilities are focused on capturing events and metrics from Akka systems. Monitoring for Scala and Lagom is also available, and new telemetry options are planned for future versions. Given the focus here is on Akka we will concentrate on Akka telemetry. Figure 1 - Lightbend Telemetry. SERVING MACHINE LEARNING MODELS: A GUIDE TO ARCHITECTURE This practical report demonstrates a more standardized approach to model serving and model scoring. Author Boris Lublinsky, Principal Architect at Lightbend, introduces architecture for serving models in real time as part of input stream processing. This approach would also enable data science teams to update models without restarting existingapplications.
AKKA PLATFORM GUIDE :: AKKA PLATFORM GUIDE Akka Platform is a toolkit for building highly concurrent systems that are scalable, highly efficient, and resilient by using Reactive Principles.The Akka Platform includes support for Akka, additional commercial components, and is available from Lightbend as asubscription .
STREAMING DATA PIPELINES SIMPLIFIED Developing, orchestrating, and operating distributed streaming applications on Kubernetes (K8s) is a difficult proposition. Tools from Lightbend, such as Akka EVENT SOURCING :: AKKA PLATFORM GUIDE Event Sourcing is a modelling technique where you not only model the state of your business but also the transitions between states. Then, instead of storing the current state CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. TRAINING COURSES IN CLOUD NATIVE APPLICATIONS Keep your skills sharp with courses used by some of the world’s most innovative companies to build and operate modern, cloud native applications and systems architectures. Lightbend offers a range of free courses as well as premium courses that are included in a Lightbend subscription. We also offer Instructor-led courses for teamsof 5-12
| LIGHTBEND ACADEMY
Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. CAREERS | @LIGHTBEND Lightbend is a welcoming, transparent, and highly distributed company dedicated to creating high-performance systems that bring success to all who use them. With a strong focus on work-life balance, our company offers a fast-paced, collaborative environment mixed with challenging and engaging work AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks JDBC (CUSTOM, AMAZON RDS, GCP CLOUD SQL) :: AKKA PLATFORM JDBC configuration details. The Akka Operator can provide configuration for JDBC databases for use as the event store or in projection. This can be either: Your own JDBC managed data base. Amazon RDS. Google Cloud Platform’s Cloud SQL. Regardless of which database you’re using you’ll need: Database instance hostname. SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart CLOUD NATIVE APPLICATIONS Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. TRAINING COURSES IN CLOUD NATIVE APPLICATIONS Keep your skills sharp with courses used by some of the world’s most innovative companies to build and operate modern, cloud native applications and systems architectures. Lightbend offers a range of free courses as well as premium courses that are included in a Lightbend subscription. We also offer Instructor-led courses for teamsof 5-12
| LIGHTBEND ACADEMY
Welcome to Lightbend Academy. Self-Paced and Instructor-Led Courses For Reactive Systems. If you haven't registered for the Lightbend Academy, please read our FAQ first. LEARN MORE. Getting Started with Lightbend Academy. This course introduces you to training paths to help you navigate the Lightbend Academy. Starts: Any time, self-paced. CAREERS | @LIGHTBEND Lightbend is a welcoming, transparent, and highly distributed company dedicated to creating high-performance systems that bring success to all who use them. With a strong focus on work-life balance, our company offers a fast-paced, collaborative environment mixed with challenging and engaging work AKKA WORKSHOP SERIES: BUILD CLOUD NATIVE MICROSERVICES ON This workshop series will focus on: Guided walkthrough of the Akka Platform Guide's “Reactive Shopping Cart” microservices tutorial, starting from scratch. Explore the code and technologies within the sample application, and the Reactive Principles and Patterns behind it all. Deploy and deliver a cutting edge, cloud native microservices AKKA CLOUD PLATFORM :: AKKA PLATFORM GUIDE Akka Cloud Platform. The Akka Cloud Platform enables developers to quickly build and deploy cloud-native Microservices on their cloud service provider of choice. It provides frameworks and runtimes for building cloud-native applications that easily integrate with other services in your chosen ecosystem. An Akka Cloud Platform subscription INSTALLING KAFKA WITH STRIMZI :: CLOUDFLOW ENTERPRISE Installing Strimzi. In this guide, we will use Helm to install Strimzi. We are going to create Strimzi in the cloudflow namespace in this guide. Make sure that the namespace cloudflow exists before continuing. To create the cloudflow namespace, execute. kubectl create ns cloudflow. Add the Strimzi Helm repository and update the localindex.
IMPLEMENTING MICROSERVICES WITH AKKA :: AKKA PLATFORM GUIDE Akka Cluster Sharding to distribute Event Sourced cart entities and Projections. Akka Event Sourcing to store the state of the shopping carts. Akka Projections to enable CQRS and event based communication with other services. Akka gRPC to implement a gRPC service API and communication with other services. Akka Management for Akka Cluster formation and health checks JDBC (CUSTOM, AMAZON RDS, GCP CLOUD SQL) :: AKKA PLATFORM JDBC configuration details. The Akka Operator can provide configuration for JDBC databases for use as the event store or in projection. This can be either: Your own JDBC managed data base. Amazon RDS. Google Cloud Platform’s Cloud SQL. Regardless of which database you’re using you’ll need: Database instance hostname. SHOPPING CART EXAMPLE ARCHITECTURE :: AKKA PLATFORM GUIDE Shopping Cart example architecture. This tutorial shows how to build the functionality for a Shopping Cart system. When complete, end users will be able to add items to a cart and checkout, creating an order. As shown in the following illustration, the system includes three services that use Akka gRPC and Kafka as transport mechanisms: Cart INTRODUCING AKKA SERVERLESS Akka Serverless - Serverless and State, Without the Hassle. We are proud to announce the open beta of Akka Serverless. Akka Serverless is the first and only developer platform that combines the scalability and ease of use of current serverless models with the responsiveness of business-critical stateful applications into one managed, cloud-based environment. COURSES | LIGHTBEND ACADEMY Reactive Architecture (4): Building Scalable Systems. This course discusses challenges with distributed systems, such as balance between availability and consistency. Starts: Any time, Self-paced. lightbend. LRA-BuildingScalableSystems. Starts Any time, Self-paced. Type. Free.Premium.
AKKA SERVERLESS
Akka Serverless combines the scalability and cost benefits of serverless infrastructure with the data management and responsiveness of stateful services into one managed, cloud-based environment. No database setup or maintenance frees teams to place 100% focus on business logic instead of worrying about the underlying application architecture, data storage or infrastructure.LIGHTBEND TECH HUB
System Scalability & Elasticity. Scale to handle any peak in demand without wasting costly resources during normal traffic. Lightbend technologies helps you scale elastically across all of your available infrastructure, making it easy to not only expand out to meet high demand, but also to scale in afterwards. INTRODUCING A NEW WAY TO GET STARTED WITH LIGHTBEND We’re changing how developers get started with Lightbend technologies, which unfortunately means that future releases of Play, Akka and Scala will no longer include Activator support as of May 24, 2017, and Lightbend’s Activator server will be decommissioned by theend of 2017.
AKKA MONITORING AND TELEMETRY Currently, the majority of the Telemetry capabilities are focused on capturing events and metrics from Akka systems. Monitoring for Scala and Lagom is also available, and new telemetry options are planned for future versions. Given the focus here is on Akka we will concentrate on Akka telemetry. Figure 1 - Lightbend Telemetry. SERVING MACHINE LEARNING MODELS: A GUIDE TO ARCHITECTURE This practical report demonstrates a more standardized approach to model serving and model scoring. Author Boris Lublinsky, Principal Architect at Lightbend, introduces architecture for serving models in real time as part of input stream processing. This approach would also enable data science teams to update models without restarting existingapplications.
STREAMING DATA PIPELINES SIMPLIFIED Developing, orchestrating, and operating distributed streaming applications on Kubernetes (K8s) is a difficult proposition. Tools from Lightbend, such as Akka AKKA PLATFORM GUIDE :: AKKA PLATFORM GUIDE Akka Platform is a toolkit for building highly concurrent systems that are scalable, highly efficient, and resilient by using Reactive Principles.The Akka Platform includes support for Akka, additional commercial components, and is available from Lightbend as asubscription .
EVENT SOURCING :: AKKA PLATFORM GUIDE Event Sourcing is a modelling technique where you not only model the state of your business but also the transitions between states. Then, instead of storing the current stateContact Us
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Blog Support Contact Us POWERING THE WORLD’S MOST INNOVATIVE COMPANIES Lightbend is the company behind the Akka Platform, used by development teams to build the most demanding, globally distributed, cloud-native application environments and data streaming pipelines. That’s why Global 2000 enterprises turn to Lightbend. Why Lightbend (3 min watch) RUNNING ON LIGHTBEND CASE-STUDY Real-Time Predictive Analytics With IoT For The DataCenter
CASE-STUDY Real-time decision making for auto loansCASE-STUDY
Real-time home monitoring with IoTCASE-STUDY Scaling
Handles Massive Traffic Spikes With EaseWHY LIGHTBEND
Lightbend technologies are built on the principles of reactive architecture for responsive, scalable, and distributed systems. So any digitally transformative business strategy no matter how ambitious, challenging or innovative can be implemented…fast. THE INDUSTRY’S LEADING CLOUD-NATIVE FRAMEWORKS AND RUNTIMES. Full suite of reactive microservices frameworks and runtimes for building cloud-native applications The Power of Akka optimized for the cloud Akka Streams, Spark, Flink and everything you need to rapidly build and operate streaming data applications on Kubernetes Next generation, stateful serverless computing,powered by Akka
Lightbend removes the architectural hurdles associated with globally distributed, cloud-native applications. We equip development teams with the technology and expertise to build microservices that are resilient to failure, scale effortlessly, and instantaneously process data for real-time business critical decisions and hyper-personalized customer experiences. Eliminate the barriers of back-end complexity and long lead-times that prevent business from moving forward quickly. UNLEASH THE FULL POWER OF THE CLOUD WITH LIGHTBEND. LIGHTBEND SUBSCRIPTIONS From development through production and well beyond, Lightbend Subscriptions equip teams with the technology and expertise required for project success. Discover what’s included in a Lightbend Subscription INTRODUCING AKKA CLOUD PLATFORM The Power of Akka optimized for the cloud. Available now on Google Cloud and AWS.LEARN MORE
5 REACTIVE MICROSERVICES USE CASES THAT POWER BUSINESS INNOVATIONDOWNLOAD EBOOK
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MICROSERVICES UNLEASHED Evolving Mission-Critical Applications in the Cloud at Lower Cost, Risk, and Complexity.DOWNLOAD EBOOK
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CLOUD NATIVE ADOPTION TRENDS 2020-2021DOWNLOAD REPORT
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