CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases
Feng Zhang, Weitao Wan, Chenyang Zhang, Jidong Zhai, Yunpeng Chai, Haixiang Li, Xiaoyong Du
Abstract
In modern data management systems, directly performing operations on compressed data has been proven to be a big success facing big data problems. These systems have demonstrated significant compression benefits and performance improvement for data analytics applications. However, current systems only focus on data queries, while a complete big data system must support both data query and data manipulation.
Topics & Concepts
Computer scienceBig dataFocus (optics)DatabaseAnalyticsData managementData scienceData modelingData miningOpticsPhysicsAdvanced Data Storage TechnologiesAdvanced Database Systems and QueriesDistributed and Parallel Computing Systems