Time Series Databases, the Future of Monitoring and Logging
Long gone are the times where “the” database was single Relational Database Management System installed typically on the most powerful server in the datacenter. The monsters handled anything the business required. Today databases run on commodity hardware, they are also more sophisticated in terms of the high availability and specialized to handle particular types of data. Specialization allows them to achieve much better performance – everything is optimized to deal with a particular kind of data: optimizer, storage engine, even language doesn’t have to be SQL, like it used to be in the past. It can be SQL-based with some extensions allowing for more efficient data manipulation, or it can be something totally new.