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Within the last decade, cloud computing has become the paradigm adopted by a lot of companies to deploy and administer their applications and infrastructure. Based on features such as high availability, elasticity, and cost on demand this technology has revolutionized the way in which software is designed and deployed. However, the cloud computing is not still adopted broadly in the ambit of High Performance Computing and this is due to the fact that, like each new technology or paradigm that arises, this requires overcoming a learning curve to allow their users to dominate it correctly. In this scenario, there are still a lot of scientists and engineers who need to deal with this challenge plus the problems that they are trying to solve. With the idea to democratize cloud computing access and facilitate its use for new inexperienced users, new frameworks and tools have been in development. With the goal to collaborate with this democratization process, we did this study, which makes a deep analysis about Functions as a Service services and demonstrated it as an alternative to move high performance computing solutions to cloud computing.