{"id":25516395,"url":"https://github.com/abolfazl-younesi/moticps","last_synced_at":"2025-09-06T04:35:09.600Z","repository":{"id":256189335,"uuid":"851613693","full_name":"Abolfazl-Younesi/MoTiCPS","owner":"Abolfazl-Younesi","description":"Scheduling tasks using Osprey Optimization Algorithm (OOA) in iFogSim Simulator","archived":false,"fork":false,"pushed_at":"2025-02-01T10:28:14.000Z","size":65,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-06T11:43:35.506Z","etag":null,"topics":["african-vulture-optimization-algorithm","cloudsim","cyber-physical-systems","genetic-algorithm","golden-eagle-optimization","ifogsim","internet-of-things","java","levy-flight","levy-walks","meta-hueristics","osprey-optimization","scheduling","task-scheduler"],"latest_commit_sha":null,"homepage":"","language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Abolfazl-Younesi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-09-03T12:19:28.000Z","updated_at":"2025-02-05T15:42:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"32015a39-95b4-4e74-8232-c6bd4cd610b9","html_url":"https://github.com/Abolfazl-Younesi/MoTiCPS","commit_stats":null,"previous_names":["abolfazl-younesi/moticps"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Abolfazl-Younesi/MoTiCPS","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Abolfazl-Younesi%2FMoTiCPS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Abolfazl-Younesi%2FMoTiCPS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Abolfazl-Younesi%2FMoTiCPS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Abolfazl-Younesi%2FMoTiCPS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Abolfazl-Younesi","download_url":"https://codeload.github.com/Abolfazl-Younesi/MoTiCPS/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Abolfazl-Younesi%2FMoTiCPS/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273858755,"owners_count":25180766,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-06T02:00:13.247Z","response_time":2576,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["african-vulture-optimization-algorithm","cloudsim","cyber-physical-systems","genetic-algorithm","golden-eagle-optimization","ifogsim","internet-of-things","java","levy-flight","levy-walks","meta-hueristics","osprey-optimization","scheduling","task-scheduler"],"created_at":"2025-02-19T14:39:16.495Z","updated_at":"2025-09-06T04:35:09.564Z","avatar_url":"https://github.com/Abolfazl-Younesi.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MoTiCPS: Energy Optimization on Multi-Objective Task Scheduling in IoT Integrated Cyber Physical Systems\n\nOsprey Optimization Algorithm was implemented in Java and used as the task scheduler for iFogsim.\u003c/br\u003e\n\n\n## Metaheuristics\n1. Osprey Optimization Algorithm (OOA): A new bio-inspired metaheuristic algorithm for solving engineering optimization problems \u003c/br\u003e\n   Mohammad Dehghani and Pavel Trojovský https://doi.org/10.3389/fmech.2022.1126450 \u003c/br\u003e \n   Matlab implementation: https://www.mathworks.com/matlabcentral/fileexchange/124555-osprey-optimization-algorithm \u003c/br\u003e\n2. African Vultures Optimization Algorithm (AVOA): A new nature-inspired metaheuristic algorithm for global optimization problems. \u003c/br\u003e\n   Benyamin Abdollahzadeh, Farhad Soleimanian Gharehchopogh, Seyedali Mirjalili https://doi.org/10.1016/j.cie.2021.107408 \u003c/br\u003e\n   Matlab implementation: https://www.mathworks.com/matlabcentral/fileexchange/94820-african-vultures-optimization-algorithm\n3. Golden Eagle Optimizer (GEO): A nature-inspired metaheuristic algorithm. \u003c/br\u003e\n   Abdolkarim Mohammadi-Balani, Mahmoud Dehghan Nayeri, Adel Azar, Mohammadreza Taghizadeh-Yazdi https://doi.org/10.1016/j.cie.2020.107050 \u003c/br\u003e\n   Matlab implementation: https://www.mathworks.com/matlabcentral/fileexchange/84430-golden-eagle-optimizer-toolbox\n\n\n\n## Overview\n\u003c!--\nThis repository contains the implementation and associated resources for the paper **\"MoTiCPS: Energy Optimization on Multi-Objective Task Scheduling in IoT-Integrated Cyber-Physical Systems\"** by Abolfazl Younesi, Elyas Oustad, Mohsen Ansari, Mohammad Abolnejadian, and Alireza Ejlali, published in *IEEE Transactions on Sustainable Computing* in August 2024.\n--\u003e\nMoTiCPS introduces a novel approach for task scheduling and resource allocation in fog computing environments, designed explicitly for IoT-integrated cyber-physical systems (CPS). The method leverages the Osprey Optimization Algorithm (OOA) to improve task reliability, balance resource use across edge devices, and optimize the performance of fog nodes under real-time constraints.\n\n## Key Features\n\n- **Multi-Objective Optimization**: MoTiCPS optimizes for multiple objectives, including energy consumption, task makespan, and reliability.\n- **Task Scheduling Algorithm**: A novel scheduling algorithm based on the Osprey Optimization Algorithm (OOA) ensures efficient task execution and resource management.\n- **Reliability Enhancement**: The method employs a primary/backup fault-tolerance technique to enhance task reliability and system robustness.\n- **Energy Efficiency**: The approach significantly reduces energy consumption in IoT-integrated CPS, making it suitable for energy-constrained environments.\n\n\n## Requirements\n- **iFogSim**: simulations may require the iFogSim simulator for fog computing, a Java-based tool.\n\n## Installation\n\nClone the repository:\n   ```bash\n   git clone https://github.com/yourusername/MoTiCPS.git\n   ```\n\n\nYou can adjust the configurations in the JSON file to change the parameters such as the number of tasks, fog nodes, energy settings, etc.\n\n\n## Citation\n\nIf you use this code or any part of this work, please cite the following paper:\n```\n@ARTICLE{10820033,\n  author={Younesi, Abolfazl and Oustad, Elyas and Abolnejadian, Mohammad and Ansari, Mohsen and Ejlali, Alireza},\n  journal={IEEE Transactions on Sustainable Computing}, \n  title={MoTiCPS: Energy Optimization on Multi-Objective Task Scheduling in IoT-Integrated Cyber-Physical Systems}, \n  year={2025},\n  volume={},\n  number={},\n  pages={1-12},\n  keywords={Reliability;Optimization;Edge computing;Job shop scheduling;Energy consumption;Servers;Resource management;Performance evaluation;Real-time systems;Computational modeling;Cyber-Physical systems;IoT;metaheuristic;osprey optimization algorithm;reliability;task scheduling},\n  doi={10.1109/TSUSC.2024.3525090}\n```\n\n\n## Contact\n\nIf you have any inquiries, don't hesitate to contact Mohsen Ansari at [ansari@sharif.edu](mailto:ansari@sharif.edu) or Abolfazl Younesi  at [abolfazl.yunesi@sharif.edu](mailto:abolfazl.yunesi@sharif.edu).\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabolfazl-younesi%2Fmoticps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabolfazl-younesi%2Fmoticps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabolfazl-younesi%2Fmoticps/lists"}