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The exponential growth of data generated from cameras, sensors, social media, and the public web has created both opportunities and challenges. While this data holds immense potential for extracting meaningful insights, its heterogeneity and volume make processing and analysis a daunting task. Among the various data formats, video data has emerged as a critical area of focus due to its widespread applications in surveillance, healthcare, security, smart cities, traffic management, and more.Analysis of Multi-Source Data Streaming with Soft Computing," is a culmination of our research and...