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An approach for bandwidth guarantee in multi-tenant cloud datacenter network
Other Title(s)
منهجية ضمان عرض النطاق في شبكات مراكز البيانات متعددة المستخدمين
Dissertant
Thesis advisor
Comitee Members
Mahmud, Ahmad Yahya
Barhum, Tawfiq Sulayman
University
Islamic University
Faculty
Faculty of Information Technology
University Country
Palestine (Gaza Strip)
Degree
Master
Degree Date
2015
English Abstract
The rapid development in cloud infrastructure allows cloud providers to offer computing power such as CPU, memory and storage to different customers, and serve multiple tenants at the same time.
Unfortunately, due to network nature, cloud provider give no guarantee of network resource allocation to individual VM, relying on the fact that VMs are unlikely to simultaneously maximize their use of their nominally assigned bandwidth.
However, many research shows that there is potential for VM to effect each other due to contention on network resource, or as side effect of noisy neighbor, and varying of bandwidth demand across time.
Resulting in a severe lack of predictability and fairness of application performances.
That cost tenants unpredictable cost and provider loss revenue.
Running cloud application without deprecation of performance require cloud provider to offer both computation power and network resource as bundle.
The new approach that combine both computing and network resource in one form called virtual data center (VDC), formally known as VDC embedding problem.
In this approach, cloud provider should provide tenants with an interface to explicit specifying their bandwidth demand.
Cloud provider achieve deterministic bandwidth guarantee by proper placement of tenant VMs and static enforcement of rate limit.
However, offering such service to customer is not easy task, and many researchers classify this problem as multiple dimension ben packing problem, which been as NP hard problem.
This research contribute to work done in this area.
We introduce two stage heuristic algorithms.
The first stage, preprocess tenant VDC request by consolidating VMs and link capacity.
The second stage, we map tenants request to physical datacenter server and links.
We evaluate our approach against other approach using cloud computing simulation tools, and find that our approach increase the utilization of network, while maximizing the number of accepting VDC request, in addition to provide some level of reliability to tenant request against server failure.
Main Subjects
Information Technology and Computer Science
No. of Pages
61
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Theoretical and technical foundation.
Chapter Three : Related works.
Chapter Four : An approach for bandwidth guarantee in multi-tenant data center.
Chapter Five : Simulation and performance evaluation.
Chapter Six : Conclusion and future work.
References.
American Psychological Association (APA)
Barud, Ayman Ismail Khalil. (2015). An approach for bandwidth guarantee in multi-tenant cloud datacenter network. (Master's theses Theses and Dissertations Master). Islamic University, Palestine (Gaza Strip)
https://search.emarefa.net/detail/BIM-688652
Modern Language Association (MLA)
Barud, Ayman Ismail Khalil. An approach for bandwidth guarantee in multi-tenant cloud datacenter network. (Master's theses Theses and Dissertations Master). Islamic University. (2015).
https://search.emarefa.net/detail/BIM-688652
American Medical Association (AMA)
Barud, Ayman Ismail Khalil. (2015). An approach for bandwidth guarantee in multi-tenant cloud datacenter network. (Master's theses Theses and Dissertations Master). Islamic University, Palestine (Gaza Strip)
https://search.emarefa.net/detail/BIM-688652
Language
English
Data Type
Arab Theses
Record ID
BIM-688652