Now showing items 1-3 of 3

    • Logarithmic regret bound over diffusion based distributed estimation 

      Sayın, Muhammed O.; Vanlı, Nuri Denizcan; Kozat, Süleyman Serdar (IEEE, 2014)
      We provide a logarithmic upper-bound on the regret function of the diffusion implementation for the distributed estimation. For certain learning rates, the bound shows guaranteed performance convergence of the distributed ...
    • Online balancing two independent criteria 

      Tse, Savio S.H. (Springer, 2008-10)
      We study the online bicriteria load balancing problem in this paper. We choose a system of distributed homogeneous file servers located in a cluster as the scenario and propose two online approximate algorithms for balancing ...
    • Single bit and reduced dimension diffusion strategies over distributed networks 

      Sayin, M. O.; Kozat, S. S. (IEEE, 2013)
      We introduce novel diffusion based adaptive estimation strategies for distributed networks that have significantly less communication load and achieve comparable performance to the full information exchange configurations. ...