resource management in cloud computing and distributed computing shaquille wilkins zak lowman
TRANSCRIPT
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Resource Management in Cloud Computing and Distributed Computing
Shaquille WilkinsZak Lowman
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ContentsI. Introduction
II. Resource Management Systems
III. Architectures
IV. Risk and Concerns
V. Solutions and Techniques
VI. Conclusion
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Introduction
•Cloud Computing technology offers a new concept in computing in which a data can be stored, accessed and altered at alternate execution times on various computers that are all synced.
http://2.bp.blogspot.com/_PnGDRmMobXI/TT70yNFldhI/AAAAAAAABEA/X3AZU1Prei0/s640/cloudcomputing-2.jpg
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Resource Management Systems•The brain of a cloud.
•Resource manager:▫Local machines▫Servers▫Scheduling▫Routing controllers
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Architectures
•Centralization
•Grid
•Cell Structure
http://www.adarshpatil.com/cloud/Cloud_Thin_Clients_Adarsh.jpg
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GRIDTypes • Computational
▫ Numerals
• Data▫ Data warehousing
• Service
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Risk and Concerns
•Data Storage – How much data can we store?
•How to allocate the data?
•Will it be fast enough?
•What makes it better?
•What about performance isolation?
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Solutions and Techniques
•Hierarchical Scaling▫Focuses on cluster management
RMSs are built on top of each other in order to reach scale
•Flat Scaling▫Focuses on efficiency checks
Configured to have the most output speed possible. Decisions are made using data collected and aggregated over the large number of hosts and VMs
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Examples
•NetSuite's OpenAir▫Invoice, employee time sheet, and expense
management. ▫Dashboard feedback.▫Global.
•Citrix▫Desktop, Application and Server support. ▫Centralizes applications in data warehouse.▫On-demand resources.▫Scalability.
http://www.in-sys.com/images/PartnerLogos/Citrix_corporate_logo.jpg
http://topnews.net.nz/images/netsuite-logo.jpg
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Conclusion
Cloud computing is one of the fastest growing technologies of our time. With its expansion, it requires modified protocols and techniques to complete more complicated tasks
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References• [1] VMware http://labs.vmware.com/publications/cloud- scale• [2] Ajay Gulati, Ganesha Shanmuganathan,
and Anne Holler http://www.usenix.org/event/hotcloud11/tech/final_files/Gulati.pdf
• [3] Cynthia K. Westhttp://wwpi.com/index.php?option=com_co ntent&view=article&id=7576:case-
study- project-and-resource-management-cloud- computing-with-project-insight-&catid=230:cloud- computing&Itemid=2701186
• [4] VMware Distributed Resource Scheduler - Dynamic Resource Balancing, 2011.
• http://vmware.com/products/drs.• [5] VMware Distributed Resource Scheduler - Dynamic Resource Balancing,
2011.• http://vmware.com/products/drs.• [6] Klaus Krauter, Rajkumar Buyya
http://www.buyya.com/papers/gridtaxonomy.pdf• [7] Chee Shin Yeo and Rajkumar Buyya
http://www.buyya.com/papers/txnomy_clusterms.pdf• [8] Ignacio M. Llorente
http://cloudcomputing.sys-con.com/node/856815