کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6885318 1444507 2018 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A truthful combinatorial double auction-based marketplace mechanism for cloud computing
ترجمه فارسی عنوان
یک مکانیسم حقوقی دوگانه ترکیبی دو طرفه برای بازار محاسبات ابری
کلمات کلیدی
پردازش ابری، مکانیسم حراج دو تخصیص منابع، قیمت گذاری منابع، حقیقت،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی
Designing market-based mechanism that benefits both the cloud customer and cloud provider in a cloud market is a fundamental but complex problem. Double auction is one such mechanism to allocate resources that prevents monopoly and is used to design an unbiased optimal market strategy for cloud market. This work proposes a truthful combinatorial double auction mechanism for allocation and pricing of computing resources in cloud. For resource allocation, utilitarian social welfare maximization problem is formulated using Integer Linear Programming (ILP) and a near optimal solution is obtained using Linear Programming based padded method. For payment, truthful and novel schemes are designed for both customers and providers. Moreover, the proposed mechanism is individual rational, computationally tractable, weakly budget-balance and asymptotic efficient. Performance evaluation and comparative study exhibit that the proposed mechanism is effective on various performance metrics such as utilitarian social welfare, total utility, customers' satisfaction, providers' revenue and hence is applicable in real cloud environments.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Systems and Software - Volume 140, June 2018, Pages 91-108
نویسندگان
, , , ,