Home Blog Projects Papers Vibe About Other blogs CV
← All papers

SerpyTor

A distributed context-aware computational graph execution framework for durable execution

Distributed ComputingDurable ExecutionComputational Graphs

DOI: 10.48550/arXiv.2304.07555

Distributed computation is always a tricky topic to deal with, especially in context of various requirements in various scenarios. A popular solution is to use Apache Spark with a setup of multiple systems forming a cluster.

However, the prerequisite setup for a Spark cluster often induces an additional overhead, often limiting usage in constrained scenarios, especially in scenarios requiring context propagation. In this paper, we explore a relatively lightweight computational graph execution framework requiring little setup and fast speeds, coupled with context awareness.