Apache Beam vs Ganglia
A side-by-side look at Apache Beam and Ganglia. For an in-depth review of either product, follow the links below.
Apache Beam
Development
Apache Beam is an open source, unified model for defining both batch and streaming data processing pipelines. It provides a simple, Java/Python SDK for building pipelines that can run on multiple execution engines like Apache Spark and Google Cloud Dataflow.
batch-processingstreamingpipelinesjavapython
Ganglia
Network & Admin
Ganglia is an open-source monitoring system for high-performance computing systems such as clusters and grids. It collects and visualizes various metrics like CPU utilization, memory usage, network traffic etc. in real-time. It allows for easy identification of bottlenecks and faults in distributed systems.
monitoringmetricsutilizationbottlenecksfaultsdistributed-systems
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