A technology is described for processing video files using a software container. An example method may include dividing a video file into video segments and distributing the video segments to software containers which provide an isolated environment for a video processing application by creating a virtual container in which the processing application is contained. The video segments are then processed using the video processing application contained in the software containers, and the video file may be reconstructed using processed video segments output by the video processing application.