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Temporal QOS management in scientific cloud workflow systems /

Cloud computing can provide virtually unlimited scalable high performance computing resources. Cloud workflows often underlie many large scale data/computation intensive e-science applications such as earthquake modelling, weather forecasting and astrophysics. During application modelling, these sop...

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Bibliographic Details
Main Authors: Liu, Xiao
Corporate Authors: Elsevier Science & Technology
Group Author: Chen, Jinjun; Yang, Yun
Published: Elsevier,
Publisher Address: Waltham, MA :
Publication Dates: 2012.
Literature type: eBook
Language: English
Series: Elsevier insights
Subjects:
Cloud computing
Workflow > Management
Quality control
COMPUTERS > Networking > Intranets & Extranets
COMPUTERS > Web > General
Workflow / Management
Electronic books
Online Access: http://www.sciencedirect.com/science/book/9780123970107
Summary: Cloud computing can provide virtually unlimited scalable high performance computing resources. Cloud workflows often underlie many large scale data/computation intensive e-science applications such as earthquake modelling, weather forecasting and astrophysics. During application modelling, these sophisticated processes are redesigned as cloud workflows, and at runtime, the models are executed by employing the supercomputing and data sharing ability of the underlying cloud computing infrastructures. Temporal QOS Management in Scientific Cloud Workflow Systems focuses on real world scientific
Carrier Form: 1 online resource (xiv, 140 pages).
Bibliography: Includes bibliographical references and index.
ISBN: 9780123970107
0123970105
9780123972958
0123972957
9781280581854
1280581859
Index Number: QA76
CLC: TP393.027
Contents: Chapter 1 Introduction -- Chapter 2 Literature Review and Problem Analysis -- Chapter 3 A Scientific Cloud Workflow System -- Chapter 4 Novel Probabilistic Temporal Framework -- Chapter 5 Forecasting Scientific Cloud Workflow Activity Duration Intervals -- Chapter 6 Temporal Constraint Setting -- Chapter 7 Temporal Checkpoint Selection and Temporal Verification -- Chapter 8 Temporal Violation Handling Point Selection -- Chapter 9 Temporal Violation Handling -- Chapter 10 Conclusions and Contribution Bibliography.

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