In an era defined by data deluge and the demand for instantaneous digital experiences, traditional centralized computing models are being stretched to their limits. The exponential growth of Internet of Things (IoT) devices, real-time analytics, and latency-sensitive applications has catalyzed a paradigm shift in how we process and manage information. This shift is embodied in »