| Acceleration Sensor Software Performance on Edge Devices through Just-in-Time Complilation |
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학술지명 ICTC2024
저자 안상병,박시현
발표일 2024-10-18
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This study introduces a software-defined sensor, a software system that processes data from pre-unstalled hardware sensors to extract new, valuable information. An SDS typically involves either a decentralized edge computing device or a centralized computing server. The use of an edge computing device can often be problematic due to its low-performance microcontroller, which may prolong the SDS's response time. This study presents a method to enhance the response time of an SDS by applying just-in-time(JIT) compilation to its sensor software. The sensor sftware, developed in Python, is compiled using a JIT compiler instead of being interpreted. Experimental results demonstrate that JIT compilation nearly doubles the computation speed of the sensor software. |
