We learned that everything runs significantly faster on a dedicated server, compared to renting a VPS from a large hosting service such as AWS, DigitalOcean, or Google. This is because VPS is, de facto, a virtual machine that runs in parallel with many other virtual machines on the same physical server. No big cloud hosting provider will allow their hardware to be idle - and hence an overhead that makes it slower, despite the specifications, and certainly more expensive, at least in a long run.
Most importantly, we enjoy having full control of everything we do: we store terabytes of data and have extremely fast database servers to be able to access the information quickly when we need it; we do CUDA computations on a dedicated server with high-performance NVidia GPUs; and we host all our critical services on our own servers.
Building a datacenter was an exciting and challenging journey, and we learned a lot about system administration and IT. We offer consulting and take assignments to build* custom cost-effective and high-performance IT infrastructures for data driven companies.
* And outsource or sell some of our IT solutions, saving years of work that it would take to develop it internally.
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