PROJECT TITLE :

Optimal Resource Provisioning and the Impact of Energy-Aware Load Aggregation for Dynamic Temporal Workloads in Data Centers

ABSTRACT:

An important goal of data center providers is to minimize their operational cost, which reflected through the wear-and-tear cost and the energy consumption cost. In this paper, we present optimization formulations to minimize the cost of ownership in terms of server energy consumption and serverwear-and-tear cost under three different data center server setups (homogeneous, heterogeneous, and hybrid hetero-homogeneous clusters) for dynamic temporal workloads. Our studies show that the homogeneous model takes significantly less computational time than the heterogeneous model (by an order of magnitude). To compute optimal configurations in near real time for large-scale data centers, we propose two modes for using our models: aggregation by maximum (preserves workload deadline) and aggregation by mean (relaxes workload deadline). In addition, we propose two aggregation methods for use in each of the two modes: static (periodic) aggregation and dynamic (aperiodic)aggregation. We found that in the aggregation by maximum mode, dynamic aggregation resulted in cost savings of up to approximately 18% over the static aggregation. In the aggregation by mean mode, dynamic aggregation saved up to approximately a 50% workload rearrangement compared with the static aggregationby mean mode.


Did you like this research project?

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


PROJECT TITLE : Optimal Placement and Intelligent Smoke Detection Algorithm for Wildfire-Monitoring Cameras ABSTRACT: Wildfire smoke is frequently evident much before flames are visible. To avoid major property losses and heavy
PROJECT TITLE : OFS-NN An Effective Phishing Websites Detection Model Based on Optimal Feature Selection and Neural Network ABSTRACT: Phishing attacks have become a major menace to people's daily lives and social networks. Attackers
PROJECT TITLE : Optimal Phase Shift Control to Minimize Reactive Power for a Dual Active Bridge DC-DC Converter ABSTRACT: Under non-unity voltage gain conditions, modulating the phase shift ratios in a dual active bridge (DAB)
PROJECT TITLE : Convex Relaxations of Probabilistic AC Optimal Power Flow for Interconnected AC and HVDC Grids ABSTRACT: Increased reliability, connection to offshore wind, and coupling of power markets are all benefits of
PROJECT TITLE : Two-Layer Control Scheme for Maintaining the FrequencyVoltage and the Optimal Economic Operation of Hybrid ACDC Microgrids ABSTRACT: This work proposes a hierarchical control strategy for hybrid AC/DC microgrids

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

Project Enquiry