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Fog GA with Docker integration

Joint work with university of Bologna

List of services

  • charact_service: measures the service time of a microservice
  • ga: optimizes the deployment of service chains composed of multiple microservices
  • graph_service: creates a graphic representation of a service chain deployment (Graphviz .dot file or .svg image)
  • problem_gen: generates experiment to test the performance of the available algorithms

Other relevant functions

  • fog_problem: general framework to define problem and solutions. Includes objective function, ability to read/dump data in JSON format
  • mbfd: modified best fit decreasing based euristic, it searches the optimal solution of microservices' deployment
  • mm1_mg1_omnet: GA-based algorithm to design the deployment scheme of a fog infrastructure and simulate its performance using Omnet++
  • opt_service: not-yet working service to implement a Variable Neighborhood Search algorithm top optimize deployment of microservices
  • vns: variation of neighborhood search algorithm to minimize the object function

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