POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression

• Published in: IEEE transactions on parallel and distributed systems Vol. 33; no. 2; pp. 459 - 475
• Main Authors: Zhang, Feng, Zhai, Jidong, Shen, Xipeng, Mutlu, Onur, Du, Xiaoyong
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Data analysis; Data processing; Data structures; Dictionaries; direct processing on compressed data; Indexing; Near orthogonal processing on compression; orthogonal POC; TADOC; Task analysis; Technological innovation

Parallel technology boosts data processing in recent years, and parallel direct data processing on hierarchically compressed documents exhibits great promise. The high-performance direct data processing technique brings large savings in both time and space by removing the need for decompressing data...