The software being offered by Kognitio for in-memory analytics is optimized for high throughput analytical workloads and also delivers high-concurrency SQL for both Hadoop and existing data warehouse implementations, allowing shorter response times for more users and more queries. The main advantage of Kognitio platform is that it configures the available CPU power to be automatically deployed in the best way for data and analytics. The CPU power can be used to answer a single complex query over a very large dataset or the CPU power can be split to answer thousands of queries per second. Organizations can rest assured that all their resources are put to good use while using the Kognitio platform. Kognitio, however, is positioned as an in-memory database even though it only optimizes memory and does not run entirely in physical memory.