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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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Proceedings ArticleDOI

Research on the intelligent decision support system of the urban emergency command in the cloud computing environment

TL;DR: This paper summarizes the features of intelligent decision in the urban emergency command, and from decision-making environment, decision- making resources, collaborative solving and intelligent decision system as operation and construction ofelligent decision support system in the cloud computing environment, discusses advantages and problems to be addressed.
Journal ArticleDOI

The Effects of Cloud Computing Technology on E-Learning: Empirical Study

TL;DR: This study grants the E-learning Practitioners and researchers to direct and implement their e-learning systems and platforms on cloud computing infrastructure to achieve identified qualities in their educational and learning services.
Journal ArticleDOI

Methodology for Information Management and Data Assessment in Cloud Environments

TL;DR: This paper elaborates on how the self-management, by using decision-making processes, can maximise business level objectives of the providers and shows how the suggested architecture can help develop efficient cloud architecture.
Dissertation

Optimizing data management for MapReduce applications on large-scale distributed infrastructures

TL;DR: The BlobSeer File System (BSFS) is built, with the goal of providing high throughput under heavy concurrency to MapReduce applications, and it is shown how BSFS can enable extensions to the de facto Map Reduce implementation, Hadoop, such as the support for the append operation.
Journal Article

Storage and Processing Speed for Knowledge from Enhanced Cloud Computing With Hadoop Frame Work : A Survey

TL;DR: This paper summarizes the storage and processing speed in the enhanced cloud with hadoop framework and describes how Sqoop is load the data from database to Hadoop (HDFS), and flume loads theData from server files to hadoop distributed file system.
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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