Big Data processing in Cloud Computing requires efficient frameworks such as Hadoop and Spark. This study analyzes their performance using the benchmark method with the Terasort workload, evaluating execution time, throughput, and CPU and memory usage. The testing was conducted using the Terasort workload on a cloud infrastructure based on VirtualBox in cluster mode. The results show that Spark…