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Ant colony optimization algorithm for load balancing in grid computing
Published 2012“…This research proposes an enhancement of the ant colony optimization algorithm that caters for dynamic scheduling and load balancing in the grid computing system. …”
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Monograph -
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Enhancement of Ant Colony Optimization for Grid Job Scheduling and Load Balancing
Published 2011“…This research proposes an Enhanced Ant Colony Optimization (EACO) algorithm that caters dynamic scheduling and load balancing in the grid computing system. …”
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Thesis -
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Resource management in grid computing using ant colony optimization
Published 2011“…Resources with high pheromone value are selected to process the submitted jobs.Global pheromone update is performed after completion processing the jobs in order to reduce the pheromone value of resources.A simulation environment was developed using Java programming to test the performance of the proposed EACO algorithm against other ant based algorithm, in terms of resource utilization.Experimental results show that EACO produced better grid resource management solution.…”
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Implementation of locust inspired scheduling algorithm with huge number of servers for energy efficiency in a cloud datacenter
Published 2019“…Cloudsim is used as Discrete Event Simulation tool and Java as coding language to evaluate LACE algorithm. …”
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Thesis -
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EFFICIENCY IMPROVEMENT OF FLAT PLATE SOLAR COLLECTOR USING SEARCH GROUP ALGORITHM
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Final Year Project -
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DEVELOPMENT OF DRIVER DROWSINESS DETECTION ALGORITHM
Published 2022“…To contribute to the existing works of driver drowsiness detection systems, this project aims to develop a more useful drowsiness detection algorithm with low complexity and high performance using Python 3.10.1 software. …”
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Final Year Project Report / IMRAD -
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CSC709 - Special Topic (Computational Sciences) / College of Computing, Informatics And Media
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CSC779: Special Topic (Intelligent Systems) / College of Computing, Informatics and Media
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CSC769: Special Topic (Security) / College of Computing, Informatics and Media
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CSC749: Special Topic (Database) / College of Computing, Informatics and Media
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CSC709: Special Topic (Computational Sciences) / College of Computing, Informatics and Mathematics
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CSC749: Special Topic (Database) / College of Computing, Informatics and Mathematics
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CSC769: Special Topic (Security) / College of Computing, Informatics and Mathematics
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CSC779: Special Topic (Intelligent Systems) / College of Computing, Informatics and Mathematics
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CSC789: Special Topic (Software Engineering) / College of Computing, Informatics and Mathematics
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Data Analysis and Machine Learning Algorithms Evaluation for Bioliq AI-based Predictive Tool
Published 2019“…EDI GmbH in collaboration with Karlsruhe Institute of Technology (KIT) are working on the solution (AI-based tool for predictive process optimization for chemical plants) for the above-mentioned problem. This final year project identified relevant parameters through literature research, analysis and expert interview, and evaluated different machine learning algorithms and identified linear regression as the most applicable and efficient with its R-square of 0.8015, qualifying it to be used for the development of a hybrid model for the AI-based tool for predictive process optimization for chemical plants.…”
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Final Year Project -
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RISC-V instruction set extension on blockchain application
Published 2024“…The simulation tool used in this project was Chipyard, which is a one-stop development tool for anything regarding RISC-V customization. …”
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Final Year Project / Dissertation / Thesis -
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Ant colony optimization (ACO) algorithm for CNC route problem
Published 2012“…The amount of phenomenon on the shortest path proves that ACO-based approach is capable to optimize the route taken for CNC machine in order to drill the holes on PCB. This project is about to develop a software which applying ACO algorithm in order to calculate the shortest path available that can reduce the time taken to drill the entire hole of PCB. …”
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Undergraduates Project Papers
