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A cost/power efficient storage system with directly connected FPGA and SATA disks

  • Ryohei Niwase
  • , Hikaru Harasawa
  • , Yoshiki Yamaguchi
  • , Wei Kaijie
  • , Hideharu Amano

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Providing large storage on Multi-Access Edge (MEC) devices has various advantages: A large amount of bare data that cannot transfer to the cloud without anonymization can be kept easily. Preprocessing in the MEC devices is a hopeful approach for making "well-selected data"for training AI algorithms on the cloud. By distributing big data across numerous base stations, it is possible to prevent data loss during times of disaster. For such purpose, we propose the Trefoil storage subsystem supports cost and power-efficient stand-alone storage by connecting FPGA boards and up to 32 SATA Solid-State Drives (SSDs) directly. We introduced LiteX, an open-source FPGA system integration tool, to design the storage system. Various LiteX IP cores, including soft CPU cores(VexRISCv), memory controllers (LiteDRAM), and FPGA interconnect controllers (LiteICLink), are combined as well as the SATA controller(LiteSATA). We built an example evaluation system and evaluated a storage system's performance and power consumption with multiple SATA disks. Our evaluation results show that the designed SATA system can best use the SATA disk's maximum bandwidth, 569.1MB/sec for write operations and 523.8MB/sec for read operations. Striping data access with multiple disks demonstrates almost no overhead for a read operation, while a slight speed decrease of 4.24MB/sec per unit was observed for the write operation. Only 3W for the disk unit is needed during disk access. As an example application, a quantum computer simulation is briefly introduced.

Original languageEnglish
Title of host publicationProceedings - 2023 16th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages51-58
Number of pages8
ISBN (Electronic)9798350393613
DOIs
Publication statusPublished - 2023
Event16th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2023 - Singapore, Singapore
Duration: 2023 Dec 18 → 2023 Dec 21

Publication series

NameProceedings - 2023 16th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2023

Conference

Conference16th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2023
Country/TerritorySingapore
CitySingapore
Period23/12/18 → 23/12/21

Keywords

  • FPGA
  • LiteX. Scalable Storage
  • Serial ATA

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture

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