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Postdoc Position-Deep reinforcement learning for data center management, Singapore

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We have one post-doctoral research position for self-motivated candidate, working in the area of applying deep reinforcement learning for data centre management and operations, in the school of computer science and engineering at Nanyang Technological University, Singapore.

Topics of interest include, but not limited to

  • Data Center Architecture
  • Network virtualization in data center
  • Virtual machine management in data center
  • Green data centre technologies
  • Deep reinforcement learning

Duties involve theoretical research on deep reinforcement learning, integrating algorithms into computational fluid model (CFD) of data centers for power saving, and developing system prototype, in collaboration with top universities and research institutes, including MIT, Stanford, Princeton, US and Bell-Laboratories.


Applicants for these positions should satisfy the following requirements:

  • PhD degree in computer science, computer engineering, electrical engineering or a related discipline;
  • Research experience with strong publications in international conferences and prestigious journals is preferable;
  • Competency in Linux programming and system/application development;
  • Excellent communication and writing skills in English; and
  • Industrial experience is a plus (masters with industrial experience will be considered)

The successful candidate will receive a competitive remuneration package commensurate with his/her qualification and experience. The appointment can start any time and will be initially for one year, with possibility for extension up to two additional years.

To apply, please submit by email, a letter of application, current Curriculum Vitae, reprints of three recent publications, and three references (name, position and email address of referee) before September 30, 2017, to Dr. Yonggang Wen (ygwen@ntu.edu.sg).

Screening of applicants for this call will be completed by October 15, 2017, or until the position is filled. We regret that only short-listed candidates will be notified.

Application Deadline : 15 October 2017

Postdoc Position-Deep reinforcement learning for data center management : PDF

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Posted on 2017-07-14 00:29:09


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