An FPGA Based Compression Accelerator for Forex Trading System

被引:3
|
作者
Jang, Ji Hoon [1 ]
Lee, Seong Mo [1 ]
Gwon, Oh Seong [1 ]
Lee, Seung Eun [1 ]
机构
[1] Seoul Natl Univ Sci & Technol, Dept Elect Engn, 232 Gongneung Gil, Seoul 139743, South Korea
来源
INFORMATION TECHNOLOGY: NEW GENERATIONS | 2016年 / 448卷
关键词
FPGA; Hardware accelerator; Compression; Forex trading;
D O I
10.1007/978-3-319-32467-8_62
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose an FPGA based hardware accelerator for forex trading system. In the forex trading market, the trading volume of currencies is growing larger every year. In order to provide a real-time processing of large volume and high availability service, we focused on the two types of workload, where a bottleneck occurs. The bottleneck between an application server and an internal hard disk is caused by the overhead from storing the transaction logs, due to the bandwidth limitation of a hard disk. Our key idea is to suppress the overhead of transaction logging through the high throughput hardware compression. Compared to software compression, our hardware accelerator scored 6x better performance in compression throughput.
引用
收藏
页码:711 / 720
页数:10
相关论文
共 50 条
  • [41] An Implementation of the System on Chip Control System for a FPGA-Based Computer Vision Accelerator
    Lee, Eunchong
    Jang, Sung-Joon
    Lee, Sang-Seol
    2019 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2019, : 299 - 300
  • [42] FPGA based fuzzy computation accelerator
    Himavathi, S
    Umamaheswari, B
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 352 - 357
  • [43] The cost of technical trading rules in the Forex market: A utility-based evaluation
    Dewachter, Hans
    Lyrio, Marco
    JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 2006, 25 (07) : 1072 - 1089
  • [44] AN ACCELERATOR OF EFFICIENT DSP BASED ON FPGA
    Zhang Boyu
    Zou Ha
    Tang Ming
    Lin Qiutong
    2022 19TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2022,
  • [45] FPGA based accelerator for functional simulation
    Wageeh, MN
    Wahba, AM
    Salem, AM
    Sheirah, MA
    2004 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 5, PROCEEDINGS, 2004, : 317 - 320
  • [46] Evaluation of FOREX trading Strategies based in Random Forest and Support Vector Machines
    Santuci, A. D. R.
    Sbruzzi, E. E.
    Araujo Filho, L. E. S.
    Leles, M. C. R.
    IEEE LATIN AMERICA TRANSACTIONS, 2022, 20 (09) : 2146 - 2152
  • [47] On the Interdependence of Technical Indicators and Trading Rules Based on FOREX EUR/USD Quotations
    Kotyra, Bartlomiej
    Krajka, Andrzej
    BEYOND DATABASES, ARCHITECTURES AND STRUCTURES (BDAS): PAVING THE ROAD TO SMART DATA PROCESSING AND ANALYSIS, 2019, 1018 : 277 - 290
  • [48] An FPGA-based demonstration hyperspectral image compression system
    Woolston, Tom L.
    Bingham, Gail E.
    Holt, Niel S.
    Wada, Glen
    ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XIV, 2008, 6966
  • [49] FPGA Based System for Video Compression and Transmission over Bluetooth
    Gorev, Maksim
    Ellervee, Peeter
    53RD IEEE INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, 2010, : 367 - 370
  • [50] Design of video compression system based on DSP_FPGA
    Zhao Hui
    Sun Hongxing
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5432 - 5437