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ACM Transactions on Storage (TOS)
Special Issue on Computational Storage
Jin-Soo Kim, Professor at Seoul National University (jinsoo.kim at snu.ac.kr)
Yang Seok Ki, Sr. Director at Samsung Memory Software Lab. (yangseok.ki at Samsung.com)
Erik Riedel, Founder and Principal Consultant at Works Together LLC. (riedel at cs.cmu.edu)
Since the first hard disk drive (HDD) was introduced in 1956, storage devices have remained “dumb” for more than 60 years. However, ever growing demand for big data processing and recent advances in storage technology are reshaping the traditional CPU-centric computing paradigm. Many studies show that the energy consumed by data movement is starting to exceed the energy consumed by computation. Especially, the advent of high-performance solid-state drives (SSDs) based on non-volatile memory (e.g., NAND flash memory, 3D XPoint, etc.) opens up new opportunities for storage-centric computing paradigm.
In response to these trends, the SNIA (Storage Networking Industry Association) has recently formed a Technical Work Group on computational storage. Computational storage is defined as any storage architecture that integrates computational features with the normal storage features in various forms to enhance performance, scalability, and energy efficiency. Samsung’s KVSSD (Key-Value SSD), a new type of SSD that offloads indexing and space management to the storage device by adopting a key-value interface, could be a first step toward computational storage.
The goal of this special issue of the ACM Transactions on Storage is to foster research and development in computational storage. This special issue welcomes contributions that showcase new storage architectures for computational storage and software ecosystems surrounding computational storage, as well as case studies with real data-intensive applications.
We invite academic researchers and industry professionals from a broad range of disciplines to submit to this special issue. Topics of interest include, but are not limited to:
Manuscripts submitted to the special issue should contain original material not published in nor submitted to other journals. Each paper will be reviewed by at least three expert reviewers. Papers which do not meet publication quality standards, or do not pass the editorial assessment of suitability of this special issue will be rejected before the review process. Full papers should be submitted through the ACM Manuscript Central at https://mc.manuscriptcentral.com/tos. Details of the author guidelines for ACM Transactions on Storage are available at https://tos.acm.org/authors.cfm.