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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 資訊工程學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/17334
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dc.contributor.advisor蘇雅韻
dc.contributor.authorLi-Kai Chenen
dc.contributor.author陳立凱zh_TW
dc.date.accessioned2021-06-08T00:07:21Z-
dc.date.copyright2013-08-16
dc.date.issued2013
dc.date.submitted2013-08-12
dc.identifier.citation[1] Amazon web service. http://aws.amazon.com.
[2] Bringing animation to life through cloud computing http://
softwareinsight.intel.com/visual/visual-feature.php.
[3] SSHFS http://fuse.sourceforge.net/sshfs.html.
[4] Rpc3 toolkit. http://notrump.eecs.umich.edu/.
[5] Filesystem in Userspace. http://fuse.sourceforge.net/.
[6] Torque resource manager. http://www.adaptivecomputing.com/
products/open-source/torque/.
[7] Linux advanced routing & traffic control http://http://www.lartc.org/.
[8] Wang, G., Eugene Ng, T.S. The Impact of Virtualization on Network Performance
of Amazon EC2 Data Center. Proceedings of the 29th conference on Information
communications, (2010).
[9] Bode, B., Halstead, D., Kendall, R., Lei, Z., Jackson, D. The portable batch scheduler
and the maui scheduler on linux clusters. Proceedings of the 4th annual Linux
Showcase and Conference, (2000).
[10] Muthitacharoen, A., Chen, B., Mazieres, D. A low-bandwidth network file system.
Proceedings of the eighteenth ACM symposium on Operating systems principles,
(2001).
26
[11] Dabek, F., Kaashoek, M., Karger, D., Morris, R., Stoica, I. Wide-area cooperative
storage with CFS. Proceedings of the eighteenth ACM symposium on Operating
systems principles, (2001).
[12] Douceur, J., Elson, J., Howell, J., Lorch, J. The utility coprocessor: massively parallel
computation from the coffee shop. In Proceedings of the 2010 USENIX conference
on USENIX annual technical conference, (2010).
[13] Guo, T., Sharma, U., Wood, T., Sahu, S., Shenoy, P. Seagull: intelligent cloud
bursting for enterprise applications. Proceedings of the 2012 USENIX conference
on Annual Technical Conference, (2012).
[14] Marshall, P., Keahey, K., Freeman, T. Elastic Site: Using Clouds to Elastically Extend
Site Resources. Proceedings of the 2010 10th IEEE/ACM International Conference
on Cluster, Cloud and Grid Computing, (2010).
[15] Ostermann, S., Prodan, R., Fahringer, T. Extending Grids with Cloud Resource Management
for Scientific Computing. 2009 10th IEEE/ACM International Conference
on Grid Computing, (2010).
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/17334-
dc.description.abstractEnterprises or organizations with existing IT infrastructure are beginning to employ a hybrid cloud model where the enterprise or organization uses its own private resources for the majority of its computing, but then bursts into
the cloud when local resources are insufficient. In the paper, we propose a cluster which can dynamically offload job to cloud when local resources are insufficient. It includes a cloud resource manager integrated with distributed resource manager and a content-addressable network file system with optimization for low bandwidth and high latency network between cloud and local server. LevCloud dynamically increases or decreases cloud resources in respond to changes in demand. In our evaluation, we conducted experiments to emulate bursty and showed LevCloud reduce significant job turnaround time by dynamically leveraging cloud resources.
en
dc.description.provenanceMade available in DSpace on 2021-06-08T00:07:21Z (GMT). No. of bitstreams: 1
ntu-102-R00922118-1.pdf: 389386 bytes, checksum: f40e9e0a79b1c7c6d43a24a0a2089dec (MD5)
Previous issue date: 2013
en
dc.description.tableofcontents致謝i
Abstract ii
中文摘要iii
1 Introduction 1
2 Problem Statement 4
2.1 Dynamic cloud resources management . . . . . . . . . . . . . . . . . . . 4
2.2 Job state migration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
3 System Design 7
3.1 Scheduling job to cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
3.2 Offloading job state to cloud . . . . . . . . . . . . . . . . . . . . . . . . 9
3.2.1 Content-addressable filesystem . . . . . . . . . . . . . . . . . . 10
4 Implementation 13
4.1 LevCloud resource manager . . . . . . . . . . . . . . . . . . . . . . . . 13
4.2 On-demand File System . . . . . . . . . . . . . . . . . . . . . . . . . . 14
5 Evaluation 17
5.1 Methodology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
5.2 Result . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
6 Related Work 23
7 Conclusion 25
Bibliography 26
dc.language.isoen
dc.titleLevCloud:使用內容定址檔案系統改善混合雲的效能zh_TW
dc.titleLevCloud: Use Content Addressable File system to Reduce Cloud Bursting Latencyen
dc.typeThesis
dc.date.schoolyear101-2
dc.description.degree碩士
dc.contributor.oralexamcommittee周承復,施吉昇
dc.subject.keyword混合雲,雲端運算,檔案系統,zh_TW
dc.subject.keywordHybrid Cloud,Cloud Computing,File System,en
dc.relation.page27
dc.rights.note未授權
dc.date.accepted2013-08-13
dc.contributor.author-college電機資訊學院zh_TW
dc.contributor.author-dept資訊工程學研究所zh_TW
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