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