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Edge caching and Dynamic Vision Sensing for low delay access to visual medical information
Summary
This study introduces a novel system combining edge caching and Dynamic Vision Sensing (DVS) to significantly cut medical data transmission delays. The proposed approach reduces delays by up to 86.88%, enhancing medical record accessibility.
Area of Science:
- Computer Science
- Medical Informatics
- Telecommunications
Background:
- Medical record transmission faces significant delays, impacting timely healthcare delivery.
- Existing edge caching systems offer partial solutions but can be further optimized.
Purpose of the Study:
- To propose and evaluate a new system for reducing the transmission delay of medical records.
- To leverage edge caching and Dynamic Vision Sensing (DVS) for improved data transfer efficiency.
Main Methods:
- Implementation of a novel system integrating edge caching with Dynamic Vision Sensing (DVS) technology.
- Simulation-based analysis to quantify the reduction in transmission delay.
Main Results:
- The proposed system demonstrated a substantial decrease in transmission delay, ranging from 36.35% to 86.88%.
- Significant performance improvement compared to systems utilizing only edge caching.
Conclusions:
- The integration of DVS with edge caching offers a highly effective strategy for minimizing medical data transmission latency.
- This advancement has the potential to improve the speed and efficiency of accessing both visual and non-visual medical records.
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