کنفرانس مهندسی برق ایران

صفحه اصلی / سی و سومین کنفرانس بین المللی مهندسی برق

SchEdge: A Dynamic, Multi-agent, and Scalable Scheduling Simulator for IoT Edge

نویسندگان :

Ali Hamedi¹ Amirali Ghaedi² Amin Soltan-beigi³ Athena Abdi⁴

1- K.N. Toosi University of Technology 2- K.N. Toosi University of Technology 3- K.N. Toosi University of Technology 4- K.N. Toosi University of Technology

کلمات کلیدی :

Task Scheduling،Internet of Things،Dynamic Simulator،Multi-agent،Scalable

چکیده :

This paper presents a dynamic, adaptive, and scalable framework for simulating task scheduling on the edge of the Internet of Things called "DASH". This simulator is designed to be highly configurable to reflect the detailed characteristics of real-world IoT. This framework focuses on online task scheduling and its multi-agent nature provides multiple schedulers to implement various scheduling schemes in parallel. DASH consists of two main parts the workflow and data flow. The workflow manages the schedulers' interaction with the application and environment while the data flow deals with the input application and its preprocessing. Combining these sections provides scalability, adaptability, and efficiency in the DASH. To validate the efficiency of this simulator, several experiments categorized as behavioral and technical analysis are performed to show its efficiency, scalability, and robustness.