PROJECT TITLE :

Distributed Stochastic Optimization via Correlated Scheduling

ABSTRACT:

This paper considers a drawback where multiple devices make repeated decisions primarily based on their own observed events. The events and choices at every time-step determine the values of a utility perform and a collection of penalty functions. The goal is to make distributed choices over time to maximize time-average utility subject to time-average constraints on the penalties. An example may be a assortment of power-constrained sensors that repeatedly report their own observations to a fusion center. Most time-average utility is basically reduced as a result of devices don't know the events observed by others. Optimality is characterised for this distributed context. It is shown that optimality is achieved by correlating device selections through a commonly known pseudo-random sequence. An optimal algorithm is developed that chooses pure ways at each time-step based mostly on a set of time-varying weights.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Fully and Partially Distributed Incentive Mechanism for a Mobile Edge Computing Network ABSTRACT: Computing at the network's edge has emerged as a significant focus of recent networking research. The exponential
PROJECT TITLE : PGeoTopic A Distributed Solution for Mining Geographical Topic Models ABSTRACT: The mining of geo-tagged documents for topical regions and geographical topics is one application of geographical topic models. These
PROJECT TITLE : Fast and Secure Distributed Nonnegative Matrix Factorization ABSTRACT: The nonnegative matrix factorization (NMF) technique has been utilized effectively in a number of different data mining activities. Because
PROJECT TITLE : Energy-aware cloud workflow applications scheduling with geo-distributed data ABSTRACT: The cost of electricity shifts during the course of the day and varies from one geographic location to another. Workflow applications
PROJECT TITLE : Modeling and Verification of Symbolic Distributed Applications through an Intelligent Monitoring Agent ABSTRACT: Emerging paradigms for distributed computing, such as the Internet of Things (IoT), Ambient Intelligence,

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry