Campus Units
Electrical and Computer Engineering
Document Type
Article
Publication Version
Submitted Manuscript
Publication Date
2017
Journal or Book Title
arXiv
Abstract
In this paper, we present a survey of "on-disk" data processing (ODDP). ODDP, which is a form of near-data processing, refers to the computing arrangement where the secondary storage drives have the data processing capability. Proposed ODDP schemes vary widely in terms of the data processing capability, target applications, architecture and the kind of storage drive employed. Some ODDP schemes provide only a specific but heavily used operation like sort whereas some provide a full range of operations. Recently, with the advent of Solid State Drives, powerful and extensive ODDP solutions have been proposed. In this paper, we present a thorough review of architectures developed for different on-disk processing approaches along with current and future challenges and also identify the future directions which ODDP can take.
Copyright Owner
The Author(s)
Copyright Date
2017
Language
en
File Format
application/pdf
Recommended Citation
Mishra, Mayank and Somani, Arun K., "On-Disk Data Processing: Issues and Future Directions" (2017). Electrical and Computer Engineering Publications. 299.
https://lib.dr.iastate.edu/ece_pubs/299
Comments
This is a pre-print of the article Mishra, Mayank, and Arun K. Somani. "On-Disk Data Processing: Issues and Future Directions." arXiv preprint arXiv:1709.02718 (2017). Posted with permission.