Co-located Spark instances using TeraHeap show up to 59% better effective CPU utilization and can fit more instances per server, while Giraph shows smaller and less consistent benefits.
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Analysis of Server Throughput For Managed Big Data Analytics Frameworks
Co-located Spark instances using TeraHeap show up to 59% better effective CPU utilization and can fit more instances per server, while Giraph shows smaller and less consistent benefits.