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

التفاصيل البيبلوغرافية
العنوان: SerPyTor: A distributed context-aware computational graph execution framework for durable execution
المؤلفون: Roy, Anuran, S, Sridhar Raj
سنة النشر: 2023
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Distributed, Parallel, and Cluster Computing
الوصف: 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.
Comment: 5 pages, 2 figures
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2304.07555
رقم الأكسشن: edsarx.2304.07555
قاعدة البيانات: arXiv