A DISTRIBUTED AND AGENT-ORIENTED SIMULATION FRAMEWORK BASED ON THE MICRO-SERVICE ARCHITECTURE

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Riahi Talayeh; Ashtiani Mehrdad

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2019 | Issue:5

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Information Seminar Paper

Title

A DISTRIBUTED AND AGENT-ORIENTED SIMULATION FRAMEWORK BASED ON THE MICRO-SERVICE ARCHITECTURE

Author(s)

Riahi Talayeh | Ashtiani Mehrdad

Keywords

AGENT-BASED SIMULATION

MICRO-SERVICE ARCHITECTURE

DISTRIBUTED SIMULATION

DISTRIBUTED SYSTEMS

Abstract

SIMULATION FRAMEWORKS ARE ONE OF THE MOST IMPORTANT TOOLS FOR ANSWERING WHAT-IF QUESTIONS IN A WIDE-RANGE OF CONTEXTS FOR THE RESEARCHERS. THEREFORE, A LOT OF RESEARCH ON SIMULATION TOOLKITS AND THEIR ARCHITECTURE AND ADVANTAGES HAVE BEEN PERFORMED. THERE ARE MANY TYPES OF SIMULATION MODELS WITH DIFFERENT FEATURES. SELECTING THE MOST SUITABLE SIMULATION TOOLKIT DEPENDS ON SPECIFICATIONS OF THE SYSTEM WHICH WE WANT TO SIMULATE. NOWADAYS, A MAJOR BREAKTHROUGH IN THE FIELD OF COMPUTER SIMULATIONS IS THE POSSIBILITY TO CONSIDER OBJECTS WITH DIFFERENT ATTRIBUTES WITHIN THE SIMULATION FRAMEWORK. SUCH CONSTRUCTION IS REFERRED TO AS AGENTBASED SIMULATION. IN THE TOOLKITS THAT SUPPORT THIS APPROACH, WE CAN CREATE AUTONOMOUS, SELF-CONTAINED AND SELF-DIRECTED AGENTS THAT INTERACT WITH EACH OTHER AS WELL AS THEIR ENVIRONMENT, DEFINING THEIR BEHAVIORS AND GOALS. AGENT-BASED SIMULATION COMPARED TO TRADITIONAL APPROACHES HAS MANY ADVANTAGES BEING USED IN THE APPROPRIATE CONTEXT. CURRENT AGENT-BASED FRAMEWORKS OFFER LOTS OF FEATURES AND FUNCTIONS TO THEIR USERS. BUT, USUALLY THEY FACE A SERIOUS PROBLEM IN LARGE-SCALE SIMULATION MODELS. MOST OF THE TIME, THEY CANNOT RESPOND TO THE USERS WITHIN THE TIME LIMITS WHEN THE NUMBER OF AGENTS AND THEIR INSTRUCTIONS ARE MASSIVE AND THERE IS NO WAY TO EXECUTE THESE SIMULATIONS IN A DISTRIBUTED MANNER. IN THIS PAPER, WE AIM TO DESIGN AND IMPLEMENT A DISTRIBUTED AGENTBASED SIMULATION FRAMEWORK BY IMPLEMENTING EVERY AGENT IN A MICRO-SERVICE, LEVERAGING THE POWER OF THE NEWLY INTRODUCED MICRO-SERVICE ARCHITECTURE. BY USING THIS APPROACH, WE CAN GAIN THE ADVANTAGES OF BOTH THE MICRO-SERVICE AND DISTRIBUTED AGENT-BASED SIMULATIONS ARCHITECTURES. THIS NEW FRAMEWORK WILL ALLOW US TO CREATE AND EXECUTE SIMULATION MODELS IN A MORE FLEXIBLE, REUSABLE AND EXTENDABLE MANNER WHILE BEING ABLE TO RUN OVER A DISTRIBUTED SYSTEM.

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APA: Copy

Riahi, Talayeh, & Ashtiani, Mehrdad. (2019). A DISTRIBUTED AND AGENT-ORIENTED SIMULATION FRAMEWORK BASED ON THE MICRO-SERVICE ARCHITECTURE. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/949099/en

Vancouver: Copy

Riahi Talayeh, Ashtiani Mehrdad. A DISTRIBUTED AND AGENT-ORIENTED SIMULATION FRAMEWORK BASED ON THE MICRO-SERVICE ARCHITECTURE. 2019. Available from: https://sid.ir/paper/949099/en

IEEE: Copy

Talayeh Riahi, and Mehrdad Ashtiani, “A DISTRIBUTED AND AGENT-ORIENTED SIMULATION FRAMEWORK BASED ON THE MICRO-SERVICE ARCHITECTURE,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2019, [Online]. Available: https://sid.ir/paper/949099/en

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