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Grid Computing An approach to distributed computing where the computing power of several computers of different nature are orchestrated through a central “middleware” control center 40 pixabay.com/en/user-female-girl-anonymous-person-297566/ pixabay.com/en/user-avatar-female-blond-girl-310807/ pixabay.com/en/user-man-profile-male-face-gui-33638/ 000-C110-Workstation 21" by Thomas Schanz - Own work. Licensed under CC BY-SA 3.0 via Wikimedia Commons – ://commons.wikimedia.org/wiki/File:HP-HP9000-C110-Workstation_21.jpg#/media/File:HP-HP9000-C110-Workstation_21.jpg osh IIx". Licensed under CC BY-SA 3.0 via Wikimedia Commons - 6-9" by Matthieu Riegler, Wikimedia Commons. Licensed under CC BY 3.0 via Wikimedia Commons - “Middleware” “Middleware”
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Cluster Computing 41 "MEGWARE.CLIC" by MEGWARE Computer GmbH - . Licensed under CC BY-SA 3.0 via Wikimedia Commons – An approach to distributed computing where the processing power of several computers of very similar nature is orchestrated through a central head node
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Cluster Computing tps://pixabay.com/en/user-female-girl-anonymous-person-297566/ tps://pixabay.com/en/user-avatar-female-blond-girl-310807/ Head Node Head Node Memory Memory 42 M M M M M M M M M M M M M M M M M M M M M M M M
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Cloud Computing 43
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Cloud Computing Cloud storage Cloud services Cloud computing 44
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Cloud Computing “I would like a 12-node cluster of Macs running OS X with R v3.2.1” 45
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Cloud Computing “I would like a 12-node cluster of Macs running OS X with R v3.2.1” 46
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Cloud Computing Services azonWebservices Logo" by Amazon.com - . Licensed under Public Domain via Wikimedia Commons – ttps://commons.wikimedia.org/wiki/File:AmazonWebservices_Logo.svg#/media/File:AmazonWebservices_Logo.svg S Simple Icons Storage Amazon S3 Bucket with Objects" by Amazon Web Services LLC – . Licensed under CC BY-SA 3.0 via Wikimedia Commons – ttps://commons.wikimedia.org/wiki/File:AWS_Simple_Icons_Storage_Amazon_S3_Bucket_with_Objects.svg#/media/File:AWS_Simple_Icons_Storage_Amazon_S3_Bucket_with_Objects.svg Amazon EC2 Amazon Simple Storage Service Amazon S3 47
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Cloud Computing Considerations Positives No need to purchase computers No need for space No need to manage computer hardware or software Negatives Cost of replicating execution environment Install in the cloud all
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