International Journal of Networking and Computing
Online ISSN : 2185-2847
Print ISSN : 2185-2839
ISSN-L : 2185-2839
Special Issue on the Fifth International Symposium on Computing and Networking
CloudCL: Single-Paradigm Distributed Heterogeneous Computing for Cloud Infrastructures
Max PlauthFlorian RöslerAndreas Polze
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2018 Volume 8 Issue 2 Pages 282-301

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Abstract

The ever-growing demand for compute resources has reached a wide range of application domains, and with that has created a larger audience for compute-intensive tasks. In this paper, we present the CloudCL framework, which empowers users to run compute-intensive tasks without having to face the total cost of ownership of operating an extensive high-performance compute infrastructure. CloudCL enables developers to tap the ubiquitous availability of cloud-based heterogeneous resources using a single-paradigm compute framework, without having to consider dynamic resource management and inter-node communication. In an extensive performance evaluation, we demonstrate the feasibility of the framework, yielding close-to-linear scale-out capabilities for certain workloads.

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© 2018 International Journal of Networking and Computing
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