Organizations increasingly require real-time, highly scalable computing platforms in industries such as financial services, telecommunications, retail, SaaS, and IoT. This has spurred rapid advancements in chips, servers, storage and software for in-memory computing. We will review the state of in-memory computing today and offer some thoughts on where it is headed tomorrow as companies strive to create real-time, massively scalable Fast Data solutions.