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Industry Background: Challenges in Modern Data Processing The exponential growth of data volumes—fueled by IoT devices, cloud computing, and AI-driven analytics—has strained traditional data processing frameworks. Enterprises face challenges such as latency bottlenecks, scalability limitations, and rising infrastructure costs. According to IDC, global data creation is projected to reach 175 zettabytes by 2025, demanding solutions…