You have a periodic image analysis application that gets some files in input, analyzes them and tor each file writes some data in output to a ten file the numbe...

You have a periodic image analysis application that gets some files in input, analyzes them and tor each file writes some data in output to a ten file the number of files in input per day is high and concentrated in a few hours of the day.
Currently you have a server on EC2 with a large EBS volume that hosts the input data and the results. It takes almost 20 hours per day to complete the process.
What services could be used to reduce the elaboration time and improve the availability of the solution?