@article{ART003383261},
author={Kim, JeongSig and SONG JAE HUN and KIM, JIN HONG},
title={A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW},
journal={ Journal of Software Forensics},
issn={3092-541X},
year={2026},
volume={22},
number={3},
pages={155-166}
TY - JOUR
AU - Kim, JeongSig
AU - SONG JAE HUN
AU - KIM, JIN HONG
TI - A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW
JO - Journal of Software Forensics
PY - 2026
VL - 22
IS - 3
PB - Korea Software Assessment and Valuation Society
SP - 155
EP - 166
SN - 3092-541X
AB - This paper proposes an innovative microservice-based adaptive smart platform tailored for eXplainable AI (XAI)-driven intelligent software systems. As modern intelligent applications demand high modularity, transparency, and real-time adaptability, traditional monolithic architectures fall short of meeting dynamic operational requirements. The proposed platform decouples complex XAI functionalities into autonomous, containerized microservices, enabling flexible orchestration and seamless scalability across heterogeneous environments. Furthermore, an adaptive resource management engine dynamically optimizes model inference and explanation generation based on real-time system workloads and user contexts.
Experimental results demonstrate that the proposed architecture significantly enhances system response time, resource utilization, and overall execution reliability.
KW - eXplainable AI (XAI);Microservice Architecture;Adaptive Smart Platform;Resource Management;Distributed Systems
DO -
UR -
ER -
Kim, JeongSig, SONG JAE HUN and KIM, JIN HONG. (2026). A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW. Journal of Software Forensics, 22(3), 155-166.
Kim, JeongSig, SONG JAE HUN and KIM, JIN HONG. 2026, "A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW", Journal of Software Forensics, vol.22, no.3 pp.155-166.
Kim, JeongSig, SONG JAE HUN, KIM, JIN HONG "A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW" Journal of Software Forensics 22.3 pp.155-166 (2026) : 155.
Kim, JeongSig, SONG JAE HUN, KIM, JIN HONG. A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW. 2026; 22(3), 155-166.
Kim, JeongSig, SONG JAE HUN and KIM, JIN HONG. "A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW" Journal of Software Forensics 22, no.3 (2026) : 155-166.
Kim, JeongSig; SONG JAE HUN; KIM, JIN HONG. A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW. Journal of Software Forensics, 22(3), 155-166.
Kim, JeongSig; SONG JAE HUN; KIM, JIN HONG. A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW. Journal of Software Forensics. 2026; 22(3) 155-166.
Kim, JeongSig, SONG JAE HUN, KIM, JIN HONG. A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW. 2026; 22(3), 155-166.
Kim, JeongSig, SONG JAE HUN and KIM, JIN HONG. "A Study on Microservice-based Adaptive Smart Platform for XAI-driven Intelligent SW" Journal of Software Forensics 22, no.3 (2026) : 155-166.
