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Spring Cloud Data Flow

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Architects Research Society
Architects Research Society
Oct 22, 2019 · Big Data

Continuous Delivery of Event Streaming Pipelines with Spring Cloud Data Flow

This article explains how to build, deploy, and continuously update event streaming pipelines using Spring Cloud Data Flow and Apache Kafka, covering common topologies, named destinations, parallel and partitioned streams, function composition, multiple input/output bindings, and practical shell commands for registration and management.

Continuous DeploymentEvent StreamingKafka
0 likes · 19 min read
Continuous Delivery of Event Streaming Pipelines with Spring Cloud Data Flow
Architects Research Society
Architects Research Society
Oct 20, 2019 · Big Data

Spring Cloud Data Flow: Building and Deploying Event Stream Pipelines with Apache Kafka (Part 3)

This article explains how Spring Cloud Data Flow, together with Spring Cloud Skipper, enables developers to design, deploy, and manage event‑stream pipelines on Apache Kafka, covering ecosystem overview, pipeline components, Docker‑based local setup, stream creation, debugging, monitoring, and integration of Kafka Streams applications.

Apache KafkaDockerEvent Streaming
0 likes · 15 min read
Spring Cloud Data Flow: Building and Deploying Event Stream Pipelines with Apache Kafka (Part 3)
Architect
Architect
Dec 26, 2015 · Artificial Intelligence

Open-Source Reference Architecture for Real-Time Stock Prediction

The article presents an open‑source, highly scalable reference architecture that combines real‑time data ingestion, machine‑learning model training, and low‑latency prediction using components such as Spring Cloud Data Flow, Apache Geode, Spark MLlib, and Hadoop to enable continuous stock price forecasting.

Apache GeodeBig DataSpring Cloud Data Flow
0 likes · 7 min read
Open-Source Reference Architecture for Real-Time Stock Prediction