The Hadoop Distributed File System
The Hadoop Distributed File System (HDFS) is designed to store very large data sets reliably, and to stream those data sets at high bandwidth to user applications. In a large cluster, thousands of servers both host directly attached storage and execute user application tasks. By distributing storage...
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| Vydáno v: | 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST) s. 1 - 10 |
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| Hlavní autoři: | , , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
01.05.2010
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| Témata: | |
| ISBN: | 1424471524, 9781424471522 |
| ISSN: | 2160-195X |
| On-line přístup: | Získat plný text |
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| Abstract | The Hadoop Distributed File System (HDFS) is designed to store very large data sets reliably, and to stream those data sets at high bandwidth to user applications. In a large cluster, thousands of servers both host directly attached storage and execute user application tasks. By distributing storage and computation across many servers, the resource can grow with demand while remaining economical at every size. We describe the architecture of HDFS and report on experience using HDFS to manage 25 petabytes of enterprise data at Yahoo!. |
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| AbstractList | The Hadoop Distributed File System (HDFS) is designed to store very large data sets reliably, and to stream those data sets at high bandwidth to user applications. In a large cluster, thousands of servers both host directly attached storage and execute user application tasks. By distributing storage and computation across many servers, the resource can grow with demand while remaining economical at every size. We describe the architecture of HDFS and report on experience using HDFS to manage 25 petabytes of enterprise data at Yahoo!. |
| Author | Hairong Kuang Chansler, R Shvachko, K Radia, S |
| Author_xml | – sequence: 1 givenname: K surname: Shvachko fullname: Shvachko, K email: Shv@Yahoo-Inc.com organization: Yahoo!, Sunnyvale, CA, USA – sequence: 2 surname: Hairong Kuang fullname: Hairong Kuang email: Hairong@Yahoo-Inc.com organization: Yahoo!, Sunnyvale, CA, USA – sequence: 3 givenname: S surname: Radia fullname: Radia, S email: SRadia@Yahoo-Inc.com organization: Yahoo!, Sunnyvale, CA, USA – sequence: 4 givenname: R surname: Chansler fullname: Chansler, R email: Chansler@Yahoo-Inc.com organization: Yahoo!, Sunnyvale, CA, USA |
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| Snippet | The Hadoop Distributed File System (HDFS) is designed to store very large data sets reliably, and to stream those data sets at high bandwidth to user... |
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| SubjectTerms | Bandwidth Clustering algorithms Computer architecture Concurrent computing Distributed computing distributed file system File servers File systems Hadoop HDFS Protection Protocols |
| Title | The Hadoop Distributed File System |
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