SPICE uses a combination of columnar storage, in-memory technology, machine code generation, and data compression to quickly run queries on large datasets. Amazon Web Services has launched EC2 (Elastic Compute Cloud), a high memory cluster instance designed to be suited to memory intensive analytics. AWS EC2 lets business users have high-memory cluster instances designed with in-memory analytics, caching, and scientific computing.