Container technology is a type of virtualization technology that is used at the operating system level. This is more in line with the need for long-term data storage for day-to-day operations. Data mining is becoming increasingly important for everyone in order to gather relevant information. Large-scale data processing slows down several operations, including data collection, processing, organization, modeling, analysis, and storage. The most significant difference for most users is the use of a high-quality data-collection system and its distribution, as well as the use of a complex data-analysis system. Docker Swarm is used for the development of various types of distributed systems, which can aid in the resolution of all issues as well as the optimization of results. Machine Learning was used to perform horizontal.