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Market-Oriented Cloud Computing: Vision, Hype, and Reality for Delivering IT Services as Computing Utilities

TLDR
The need for convergence of competing IT paradigms for delivering the 21st century vision of computing is concluded.
Abstract
This keynote paper: presents a 21 st century vision of computing; identifies various computing paradigms promising to deliver the vision of computing utilities; defines Cloud computing and provides the architecture for creating market-oriented Clouds by leveraging technologies such as VMs; provides thoughts on marketbased resource management strategies that encompass both customer-driven service management and computational risk management to sustain SLA-oriented resource allocation; presents some representative Cloud platforms especially those developed in industries along with our current work towards realising market-oriented resource allocation of Clouds by leveraging the 3 rd generation Aneka enterprise Grid technology; reveals our early thoughts on interconnecting Clouds for dynamically creating an atmospheric computing environment along with pointers to future community research; and concludes with the need for convergence of competing IT paradigms for delivering our 21 st century vision.

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Citations
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Journal ArticleDOI

Online cloud resource prediction via scalable window waveform sampling on classified workloads

TL;DR: An online cloud resource prediction model (OCRPM) to timely predict the proper resource usage amount and achieve higher prediction accuracy than the state-of-the-art relevant approaches and existing statistical learning models is proposed.
Journal ArticleDOI

Scalability Analysis of Request Scheduling in Cloud Computing

TL;DR: A comprehensive theoretical and numerical analysis of the scalability metric under different structures and various environment configurations is conducted and is expected to shed light on the future design and deployment of the request scheduling process in cloud computing.
Journal ArticleDOI

Data Security Strategy Based on Artificial Immune Algorithm for Cloud Computing

TL;DR: A novel data security strategy based on artificial immune algorithm on architecture of HDFS for cloud computing is brought up and the main factors influence data security in cloud environment are explained and an improved security model is put forward.
Proceedings ArticleDOI

Multi-attribute Combinatorial Marketplaces for Cloud Resource Trading

TL;DR: Vocabularies are introduced to serve as a foundation to build standards for Cloud resources trading and a multi-attribute combinatorial marketplace is proposed as a solution for situations where Cloud resources need to be traded in combination (bundles).
Proceedings ArticleDOI

Jugo: A Generic Architecture for Composite Cloud as a Service

TL;DR: Jugo is proposed, a generic architecture for cloud composition and negotiated service delivery for cloud users that acts as a match-maker for service specifications from the users with the currently available assets from the cloud providers.
References
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Journal ArticleDOI

Computing in the clouds

Aaron Weiss
TL;DR: This research presents a meta-service architecture that automates the very labor-intensive and therefore time-heavy and therefore expensive and expensive process of developing and deploying new types of services and applications.
Journal ArticleDOI

The Grid Economy

TL;DR: An extensive, service-oriented Grid architecture driven by Grid economy and an approach for its realization by leveraging various existing Grid technologies are presented and commodity and auction models for resource allocation are presented.
Journal Article

Computing in the Clouds.

TL;DR: This article was written without the aid of word processing software loaded on my computer, and was saved in a place where I will have access to the content, even if my laptop is lost, the external hard drive where I keep my backups fails, and the new version of Microsoft Office refuses to open my file format.
Journal ArticleDOI

Virtual workspaces: Achieving quality of service and quality of life in the Grid

TL;DR: While Grids offer users access to many diverse and powerful resources, they do little to ensure that once a resource is accessed, it fulfills user expectations for on-demand allocation.
Posted Content

Tycoon: an Implementation of a Distributed, Market-based Resource Allocation System

TL;DR: Tycoon as mentioned in this paper is a market based distributed resource allocation system based on proportional share, which allows users to differentiate the value of their jobs, its resource acquisition latency is limited only by communication delays and it imposes no manual bidding overhead on users.
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