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Spring Cloud Data Flow

Microservice based Streaming and Batch data processing
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What is Spring Cloud Data Flow?

It is a microservices-based toolkit for building streaming and batch data processing pipelines in Cloud Foundry and Kubernetes. It is ideal for a range of data processing use cases, from import/export to event streaming and predictive analytics.
Spring Cloud Data Flow is a tool in the Microservices Tools category of a tech stack.
Spring Cloud Data Flow is an open source tool with 1K GitHub stars and 555 GitHub forks. Here’s a link to Spring Cloud Data Flow's open source repository on GitHub

Spring Cloud Data Flow Integrations

Spring Cloud Data Flow's Features

  • Develop and test microservices for data integration that do one thing and do it well
  • Use prebuilt microservices to kick start development
  • Compose complex topologies for streaming and batch data pipelines
  • Open Source, Apache Licensed

Spring Cloud Data Flow Alternatives & Comparisons

What are some alternatives to Spring Cloud Data Flow?
Istio is an open platform for providing a uniform way to integrate microservices, manage traffic flow across microservices, enforce policies and aggregate telemetry data. Istio's control plane provides an abstraction layer over the underlying cluster management platform, such as Kubernetes, Mesos, etc.
It is the front door for all requests from devices and websites to the backend of the Netflix streaming application. As an edge service application, It is built to enable dynamic routing, monitoring, resiliency, and security. Routing is an integral part of a microservice architecture.
It is open source, production quality, framework for developing RESTful Web Services in Java that provides support for JAX-RS APIs and serves as a JAX-RS (JSR 311 & JSR 339) Reference Implementation. It provides it’s own API that extend the JAX-RS toolkit with additional features and utilities to further simplify RESTful service and client development.
linkerd is an out-of-process network stack for microservices. It functions as a transparent RPC proxy, handling everything needed to make inter-service RPC safe and sane--including load-balancing, service discovery, instrumentation, and routing.
Azure Service Fabric
Azure Service Fabric is a distributed systems platform that makes it easy to package, deploy, and manage scalable and reliable microservices. Service Fabric addresses the significant challenges in developing and managing cloud apps.
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