Machine Learning-Based Data Sampling Techniques for Big Data Analytics
The rapid expansion of IoT, cloud computing, social media, and distributed systems has generated massive amounts of data, making big data analytics increasingly important. Traditional sampling methods are often insufficient for handling the complexity and scalability challenges of modern big data environments. To overc...