Computation and storage in the cloud: understanding the trade-offs
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Chennai
Elsevier
2013
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Computation and Storage in the Cloud is the first comprehensive and systematic work investigating the issue of computation and storage trade-off in the cloud in order to reduce the overall application cost. Scientific applications are usually computation and data intensive, where complex computation tasks take a long time for execution and the generated datasets are often terabytes or petabytes in size. Storing valuable generated application datasets can save their regeneration cost when they are reused, not to mention the waiting time caused by regeneration. However, the large size of the scientific datasets is a big challenge for their storage. By proposing innovative concepts, theorems and algorithms, this book will help bring the cost down dramatically for both cloud users and service providers to run computation and data intensive scientific applications in the cloud. Covers cost models and benchmarking that explain the necessary tradeoffs for both cloud providers and usersDescribes several novel strategies for storing application datasets in the cloudIncludes real-world case studies of scientific research applications Covers cost models and benchmarking that explain the necessary tradeoffs for both cloud providers and users Describes several novel strategies for storing application datasets in the cloud Includes real-world case studies of scientific research applications Includes bibliographical references |
| Beschreibung: | 1 Online-Ressource (1 online resource) |
| ISBN: | 9780124078796 0124078796 9780124077676 0124077676 |
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| author | Yuan, Dong |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
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| dewey-search | 004.6782 |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| spelling | Yuan, Dong Verfasser aut Computation and storage in the cloud understanding the trade-offs Dong Yuan, Yun Yang and Jinjun Chen Chennai Elsevier 2013 1 Online-Ressource (1 online resource) txt rdacontent c rdamedia cr rdacarrier Computation and Storage in the Cloud is the first comprehensive and systematic work investigating the issue of computation and storage trade-off in the cloud in order to reduce the overall application cost. Scientific applications are usually computation and data intensive, where complex computation tasks take a long time for execution and the generated datasets are often terabytes or petabytes in size. Storing valuable generated application datasets can save their regeneration cost when they are reused, not to mention the waiting time caused by regeneration. However, the large size of the scientific datasets is a big challenge for their storage. By proposing innovative concepts, theorems and algorithms, this book will help bring the cost down dramatically for both cloud users and service providers to run computation and data intensive scientific applications in the cloud. Covers cost models and benchmarking that explain the necessary tradeoffs for both cloud providers and usersDescribes several novel strategies for storing application datasets in the cloudIncludes real-world case studies of scientific research applications Covers cost models and benchmarking that explain the necessary tradeoffs for both cloud providers and users Describes several novel strategies for storing application datasets in the cloud Includes real-world case studies of scientific research applications Includes bibliographical references COMPUTERS / Networking / Intranets & Extranets bisacsh COMPUTERS / Web / General bisacsh Cloud computing fast Virtual storage (Computer science) fast Cloud Computing gnd Speicher gnd Cloud computing Virtual storage (Computer science) Virtueller Speicher (DE-588)4381328-8 gnd rswk-swf Cloud Computing (DE-588)7623494-0 gnd rswk-swf Electronic books Cloud Computing (DE-588)7623494-0 s Virtueller Speicher (DE-588)4381328-8 s 1\p DE-604 Yang, Yun Sonstige oth Chen, Jinjun Sonstige oth http://www.sciencedirect.com/science/book/9780124077676 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Yuan, Dong Computation and storage in the cloud understanding the trade-offs COMPUTERS / Networking / Intranets & Extranets bisacsh COMPUTERS / Web / General bisacsh Cloud computing fast Virtual storage (Computer science) fast Cloud Computing gnd Speicher gnd Cloud computing Virtual storage (Computer science) Virtueller Speicher (DE-588)4381328-8 gnd Cloud Computing (DE-588)7623494-0 gnd |
| subject_GND | (DE-588)4381328-8 (DE-588)7623494-0 |
| title | Computation and storage in the cloud understanding the trade-offs |
| title_auth | Computation and storage in the cloud understanding the trade-offs |
| title_exact_search | Computation and storage in the cloud understanding the trade-offs |
| title_full | Computation and storage in the cloud understanding the trade-offs Dong Yuan, Yun Yang and Jinjun Chen |
| title_fullStr | Computation and storage in the cloud understanding the trade-offs Dong Yuan, Yun Yang and Jinjun Chen |
| title_full_unstemmed | Computation and storage in the cloud understanding the trade-offs Dong Yuan, Yun Yang and Jinjun Chen |
| title_short | Computation and storage in the cloud |
| title_sort | computation and storage in the cloud understanding the trade offs |
| title_sub | understanding the trade-offs |
| topic | COMPUTERS / Networking / Intranets & Extranets bisacsh COMPUTERS / Web / General bisacsh Cloud computing fast Virtual storage (Computer science) fast Cloud Computing gnd Speicher gnd Cloud computing Virtual storage (Computer science) Virtueller Speicher (DE-588)4381328-8 gnd Cloud Computing (DE-588)7623494-0 gnd |
| topic_facet | COMPUTERS / Networking / Intranets & Extranets COMPUTERS / Web / General Cloud computing Virtual storage (Computer science) Cloud Computing Speicher Virtueller Speicher |
| url | http://www.sciencedirect.com/science/book/9780124077676 |
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