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
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
  • [1] Accelerating Forex Trading System Through Transaction Log Compression
    Jang, Ji Hoon
    Lee, Sang Muk
    Kim, Sang Don
    Gwon, Oh Seong
    Ko, Eunnuri
    Lee, Seong Mo
    Shin, Jung Woo
    Lee, Seung Eun
    2014 INTERNATIONAL SOC DESIGN CONFERENCE (ISOCC), 2014, : 74 - 75
  • [2] A Forex trading system based on a genetic algorithm
    Mendes, Luis
    Godinho, Pedro
    Dias, Joana
    JOURNAL OF HEURISTICS, 2012, 18 (04) : 627 - 656
  • [3] A Forex trading system based on a genetic algorithm
    Luís Mendes
    Pedro Godinho
    Joana Dias
    Journal of Heuristics, 2012, 18 : 627 - 656
  • [4] FPGA accelerator for medical image compression system
    Mohamed Junaid, K. A.
    Ravindrann, G.
    3RD KUALA LUMPUR INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING 2006, 2007, 15 : 396 - +
  • [5] Live Demonstration: An FPGA based Hardware Compression Accelerator for Hadoop System
    Lee, Sang Muk
    Oh, Jung Hwan
    Jang, Ji Hoon
    Lee, Seong Mo
    Kim, Ji Kwang
    Lee, Seung Eun
    2016 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS), 2016, : 744 - 745
  • [6] The Library for Hadoop deflate compression based on FPGA accelerator
    Du, Haixin
    Zhang, Jiankui
    Zhang, Jin
    Sha, Shihao
    Tang, Zhaoyang
    2019 COMPUTING, COMMUNICATIONS AND IOT APPLICATIONS (COMCOMAP), 2019, : 282 - 287
  • [7] Neuro-evolutionary system for FOREX trading
    Mandziuk, Jacek
    Rajkicwicz, Piotr
    2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, : 4654 - 4661
  • [8] Research on Automated Forex Trading System Based on BP Neural Network
    Meng, Li
    Sun, Yang
    MATERIALS PROCESSING AND MANUFACTURING III, PTS 1-4, 2013, 753-755 : 3080 - 3083
  • [9] Heuristic based trading system on Forex data using technical indicator rules
    Ozturk, Murat
    Toroslu, Ismail Hakki
    Fidan, Guven
    APPLIED SOFT COMPUTING, 2016, 43 : 170 - 186
  • [10] A stacked generalization system for automated FOREX portfolio trading
    Petropoulos, Anastasios
    Chatzis, Sotirios P.
    Siakoulis, Vasilis
    Vlachogiannakis, Nikos
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 90 : 290 - 302