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Looking ahead, we have identified three main directions for future work. First, AI-based path computation for intelligent path optimization in real traffic scenarios. Currently, we use pre-calculated backup paths, but AI could enable dynamic optimization based on network conditions. Second, adaptive resource allocation for dynamic resource management based on traffic patterns. This would allow the system to respond more intelligently to varying network loads. Third, predictive fault management for proactive fault prediction in production network environments. Instead of just reacting to failures, the system could predict and prevent them. These enhancements would move our prototype closer to production-ready deployment in actual 5G networks. |
IEEE/ICACT20260257 Slide.21
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