United StatesChange Country, Oracle Worldwide Web Sites Communities I am a... I want to...

Dr. David Vengerov

David Vengerov

Dr. David Vengerov
Consulting Member of Technical Staff
Adaptive Optimization Project
Oracle Labs



,

David Vengerov is a researcher at Oracle Labs. He is the Principal Investigator for the Adaptive Optimization project. His research interests include Cloud Computing, Reinforcement Learning and Multi-Agent Systems. His current projects concern application of these techniques to Dynamic Scheduling, Load Balancing, Resource Allocation and Data Migration.

David's publications are available at his personal home page

Education:

* Ph.D. in Management Science and Engineering, Stanford University, 2004.

* M.S. in Engineering Economic Systems and Operations Research, Stanford University, 2000.

* M.S. in Electrical Engineering and Computer Science, MIT, 1998.

* B.S. in Mathematics, MIT, 1997..

Latest Publications

  		• Adaptive Optimization of the Sun Java Real-Time System Garbage Collector
    Qian Zhu and David Vengerov, Technical Report, (Sep 10, 2009)
  		• Dynamic Adaptation of User Migration Policies in Distributed Virtual Environments
    David Vengerov, Technical Report, (Jul 30, 2009)
  		• Modeling, Analysis and Throughput Optimization of a Generational Garbage Collector
    David Vengerov, Technical Report, (Jan 16, 2009)
  		• A Gradient-Based Reinforcement Learning Approach to Dynamic Pricing in Partially-Observable Environments
    David Vengerov, Technical Report, (Sep 24, 2007)
  		• Adaptive Data-Aware Utility-Based Scheduling in Resource-Constrained Systems
    David Vengerov, Lykomidis Mastroleon, Declan Murphy and Nick Bambos, Technical Report, (Apr 23, 2007)
     See all 

    Latest Patents

  		• Adaptive triggering of garbage collection
    (Apr 24, 2012)
  		• Method and system for scheduling a thread in a multiprocessor system
    (Oct 4, 2011)
  		• Method and apparatus for distributed state-based load balancing between task queues
    (Feb 16, 2010)
  		• Facilitating distributed thread migration within an array of computing nodes
    (Feb 16, 2010)
  		• Dynamic routing of I/O requests in a multi-tier storage environment
    (Oct 20, 2009)
     See all  


    Back to list of People

    Stay Connected