A new efficient distributed computing middleware based on cloud micro-services for HPC

The aim of this paper is to present a new distributed computing middleware for High Performance Computing (HPC) based cloud micro-services. The great challenge is to maintain the scalability and efficiency of massively parallel and distributed computational system when the intensive big data process...

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Vydáno v:2016 5th International Conference on Multimedia Computing and Systems (ICMCS) s. 354 - 359
Hlavní autoři: Benchara, Fatema Zahra, Youssfi, Mohamed, Bouattane, Omar, Ouajji, Hassan
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.09.2016
Témata:
Cloud computing
Computational modeling
High Performance Computing
Load balancing
Load management
Load modeling
Micro-services
Middleware
Nickel
Parallel and Distributed Computing
ISSN:2472-7652
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Popis
Shrnutí:The aim of this paper is to present a new distributed computing middleware for High Performance Computing (HPC) based cloud micro-services. The great challenge is to maintain the scalability and efficiency of massively parallel and distributed computational system when the intensive big data processed by its applications is widely increased. Besides, the proposed middleware implements a new cooperative micro-services team works model for massively parallel and distributed computing. This model is constituted by distributed micro-services as Micro-service Virtual Processing Units (MsVPUs) with integrated load balancing service and an AMQP communication protocol that grant HPC. The paper shows the proposed distributed computational scheme and its integrated middleware accompanying by some experimental results.
ISSN:2472-7652
DOI:10.1109/ICMCS.2016.7905644