کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
425916 685951 2014 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
From volunteer to trustable computing: Providing QoS-aware scheduling mechanisms for multi-grid computing environments
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
From volunteer to trustable computing: Providing QoS-aware scheduling mechanisms for multi-grid computing environments
چکیده انگلیسی


• Different mechanisms are coordinated to empower integrated QoS support for Grids.
• Resources are managed depending on available scheduling mechanisms and reliability.
• Rescheduling techniques have been adapted to consider different QoS levels.
• The framework is WS-Agreement compliant is built on top of GridWay and GT4.
• Resource usage is optimized and effective QoS differentiation is achieved.

The exploitation of service oriented technologies, such as Grid computing, is being boosted by the current service oriented economy trend, leading to a growing need of Quality of Service (QoS) mechanisms. However, Grid computing was created to provide vast amounts of computational power but in a best effort way. Providing QoS guarantees is therefore a very difficult and complex task due to the distributed and heterogeneous nature of their resources, specially the volunteer computing resources (e.g., desktop resources).The scope of this paper is to empower an integrated multi QoS support suitable for Grid Computing environments made of either dedicated and volunteer resources, even taking advantage of that fact. The QoS is provided through SLAs by exploiting different available scheduling mechanisms in a coordinated way, and applying appropriate resource usage optimization techniques. It is based on the differentiated use of reservations and scheduling in advance techniques, enhanced with the integration of rescheduling techniques that improve the allocation decisions already made, achieving a higher resource utilization and still ensuring the agreed QoS. As a result, our proposal enhances best-effort Grid environments by providing QoS aware scheduling capabilities.This proposal has been validated by means of a set of experiments performed in a real Grid testbed. Results show how the proposed framework effectively harnesses the specific capabilities of the underlying resources to provide every user with the desired QoS level, while, at the same time, optimizing the resources’ usage.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 34, May 2014, Pages 76–93
نویسندگان
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