Assistant Professor

Dr Dinesh Reddy Vemula 

Department of Computer Science Engineering

Interests

  1. Cloud Computing
  2. Soft computing and Machine learning
  3. Fog/Edge computing

Education

2006

Kakathiya University
India
B.Tech

2012

JNTUH
India
M.Tech

2018

University of Hyderbad
India
Ph.D.

Experience

  • May 2018 to April 2020 | Senior Associate | Cognizant Technology Solutions (R & D), Hyderabad
  • August 2014 to May 2018 | Senior Research Fellow | Institute for Development and Research in Banking Technology, Hyderabad
  • Dec 2012 to April 2014 | Assistant Professor | Balaji Institute of Technology & Sciences, Warangal
  • July 2009 to Dec 2010 | Assistant Professor | Balaji Institute of Technology & Sciences, Warangal
  • April 2008 to May 2009 | Software Developer | Choice Solutions Pvt Ltd.
  • JAugust 2006 to June 2007 | IT Associate | Institute for Electronic Governance, Hyderabad

Research Interest

  • Design and implementation of algorithms for energy efficient virtual machine placement and migration in cloud data centers.
  • Development of new optimization algorithms for various IoT and other applications.
  • Design and implementation of algorithms for energy efficient module placement in fog computing.
  • Deep learning approached for data center energy/CPU demand prediction.

Awards & Fellowships

  • 2014 - Phd Fellowship - IDRBT

Memberships

  • Member of International Association of Engineers - Member No: 224131
  • Member Indo Universal Collaboration for Engineering Education (IUCEE)
  • Professional member of Institute For Engineering Research and Publication - - Member No: PM20879634

Publications

PATENTS
  • System and method for determining optimal solution in a swarm of solutions using swarm intelligence, G. Subrahmanya V.R.K. Rao, G.R. Gangadharan, V. Dinesh Reddy, US20190138910A1 (2019).
JOURNALS
  • Metrics for Sustainable Data Centers, V Dinesh Reddy, B Setz, GSVRK Rao, GR Gangadharan, M Aiello. IEEE Transactions on Sustainable Computing, 2(3), 290-303 (2017).
  • Best Practices for Sustainable Data Centers, V Dinesh Reddy, B Setz, GSVRK Rao, GR Gangadharan, M Aiello. IT Professional, IEEE, 20 (5), 57-67 (2018).
  • Energy-aware virtual machine allocation and selection in cloud data centers, V Dinesh Reddy, GSVRK Rao, GR Gangadharan. Soft computing, Springer, 23(6), 1917–1932(2017).
  • Efficient resource management in cloud data centers using a hybrid swarm approach”, V Dinesh Reddy, M. Aiello, GR Gangadharan. in "Machine Learning for Intelligent Decision Science" , Springer (2020).
  • Meta-heuristic approaches to solve Shortest Lattice Vector Problem, V Dinesh Reddy, GSVRK Rao. Journal of Discrete Mathematical Sciences & Cryptography. (2019).
CONFERENCES
  • “Towards Internet of Things Architecture for Financial Service Sector", V Dinesh Reddy, GR Gangadharan, in 3rd IEEE international conference on Recent Advances in Information Technology (RAIT), IIT Dhanbad, 177 – 181 (2016).
  • “Efficient VM placement using modified intelligent water drops algorithm in Cloud Data Centers”, V Chandrasekhar, V Dinesh Reddy, GR Gangadharan, Atul Negi. in 13th International Conference on Signal Image Technology & Internet Based Systems, MNIT, Jaipur, 13-20 (2017).

Contact Details

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