Network-aware virtual data center resource orchestration in an optical data center

Involving optical networking in the data center network (DCN) architecture is an emerging trend. Optical networking with advantages of high capacity and cost efficiency, would improve the network throughput for the cloud platform and improve the performance for serving big data applications. How to...

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Published in:2017 International Conference on Computing, Networking and Communications (ICNC) pp. 313 - 317
Main Authors: Pan Yi, Ramamurthy, Byrav
Format: Conference Proceeding
Language:English
Published: IEEE 01.01.2017
Subjects:
Bandwidth
Computer architecture
Integrated optics
Optical fiber networks
Optical packet switching
Optical switches
Servers
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Abstract Involving optical networking in the data center network (DCN) architecture is an emerging trend. Optical networking with advantages of high capacity and cost efficiency, would improve the network throughput for the cloud platform and improve the performance for serving big data applications. How to realize the network-aware resource provisioning for the big data applications in the optical DCN architecture would be an important issue that needs to be investigated. In this work, we focus on the network-aware resource provisioning in data center with different optical DCN architectures. Our target is to make use of limited computing and network resources in the data center to serve the maximum number of applications with minimal total cost. Optical networking is used to provide the guaranteed network bandwidth required by the applications. Mixed integer linear/quadratic programming (MILP/MIQP) optimization models are developed to solve the network-aware resource provisioning problem in the optical data center based on different types of DCN architectures.
AbstractList Involving optical networking in the data center network (DCN) architecture is an emerging trend. Optical networking with advantages of high capacity and cost efficiency, would improve the network throughput for the cloud platform and improve the performance for serving big data applications. How to realize the network-aware resource provisioning for the big data applications in the optical DCN architecture would be an important issue that needs to be investigated. In this work, we focus on the network-aware resource provisioning in data center with different optical DCN architectures. Our target is to make use of limited computing and network resources in the data center to serve the maximum number of applications with minimal total cost. Optical networking is used to provide the guaranteed network bandwidth required by the applications. Mixed integer linear/quadratic programming (MILP/MIQP) optimization models are developed to solve the network-aware resource provisioning problem in the optical data center based on different types of DCN architectures.
Author Pan Yi
Ramamurthy, Byrav
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  givenname: Byrav
  surname: Ramamurthy
  fullname: Ramamurthy, Byrav
  email: byrav@cse.unl.edu
  organization: Dept. of Comput. Sci. & Eng., Univ. of Nebraska-Lincoln, Lincoln, NE, USA
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Snippet Involving optical networking in the data center network (DCN) architecture is an emerging trend. Optical networking with advantages of high capacity and cost...
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StartPage 313
SubjectTerms Bandwidth
Computer architecture
Integrated optics
Optical fiber networks
Optical packet switching
Optical switches
Servers
Title Network-aware virtual data center resource orchestration in an optical data center
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