The Future Evolution of the Fast TracKer Processing Unit

被引:0
|
作者
Gentsos, Christos [1 ]
Crescioli, Francesco [2 ]
Bertolucci, Federico [3 ]
Magalotti, Daniel [4 ]
Citraro, Saverio [3 ]
Kordas, Kostas [1 ]
Nikolaidis, Spiridon [1 ]
机构
[1] Aristotle Univ Thessaloniki, Thessaloniki, Greece
[2] LPNHE CNRS, Paris, France
[3] Univ Pisa, Pisa, Italy
[4] Univ Modena & Reggio Emilia, Modena, Italy
来源
2015 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC) | 2015年
基金
日本学术振兴会;
关键词
D O I
暂无
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Real time tracking is a key ingredient for online event selection at hadron colliders. The Silicon Vertex Tracker at the CDF experiment and the Fast Tracker at ATLAS are two successful examples of the importance of dedicated hardware to reconstruct full events at hadron colliders. We present the future evolution of this technology, for applications to the High Luminosity runs at the Large Hadron Collider where Data processing speed will be achieved with custom VLSI pattern recognition and linearized track fitting executed inside modern FPGAs, exploiting deep pipelining, extensive parallelism, and efficient use of available resources. In the current system, one large FPGA executes track fitting in full resolution inside low resolution candidate tracks found by a set of custom ASIC devices, called Associative Memories. The FTK dual structure, based on the cooperation of VLSI AM and programmable FPGAs, will remain, but we plan to increase the FPGA parallelism by associating one FPGA to each AM chip. Implementing the two devices in a single package would achieve further performance improvements, plus miniaturization and integration of the state of the art prototypes. We present the new architecture, the design of the FPGA logic performing all the complementary functions of the pattern matching inside the AM, the tests performed on hardware
引用
收藏
页数:3
相关论文
共 50 条
  • [31] Fast calculation of HELAS amplitudes using graphics processing unit (GPU)
    K. Hagiwara
    J. Kanzaki
    N. Okamura
    D. Rainwater
    T. Stelzer
    The European Physical Journal C, 2010, 66 : 477 - 492
  • [32] Adaptive Scalable SVD Unit for Fast Processing of Large LSE Problems
    Bildosola, Inaka
    Martinez-Corral, Unai
    Basterretxea, Koldo
    PROCEEDINGS OF THE 2014 IEEE 25TH INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS (ASAP 2014), 2014, : 17 - 24
  • [33] Fast generation of computer-generated hologram by graphics processing unit
    Matsuda, Sho
    Tomohiko, Fujii
    Yamaguchi, Takeshi
    Yoshikawa, Hiroshi
    PRACTICAL HOLOGRAPHY XXIII: MATERIALS AND APPLICATIONS, 2009, 7233
  • [34] Fast Reconstruction Technique for Medical Images Using Graphics Processing Unit
    Haque, Mohammad Nazmul
    Uddin, Mohammad Shorif
    Abdullah-Al-Wadud, M.
    Chung, Yoojin
    SIGNAL PROCESSING, IMAGE PROCESSING AND PATTERN RECOGNITION, 2011, 260 : 300 - +
  • [35] Fast numerical reconstruction of digital holography based on graphic processing unit
    Zhu, Zhuqing
    Sun, Min
    Ding, Heping
    Feng, Shaotong
    Nie, Shouping
    2009 LASERS & ELECTRO-OPTICS & THE PACIFIC RIM CONFERENCE ON LASERS AND ELECTRO-OPTICS, VOLS 1 AND 2, 2009, : 915 - +
  • [36] Fast TracKer: A fast hardware track trigger for the ATLAS detector
    Pandini, Carlo
    NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2016, 824 : 334 - 335
  • [37] Flexible Fast-Convolution Processing for Cellular Radio Evolution
    Yli-Kaakinen, Juha
    Levanen, Toni
    Palin, Arto
    Renfors, Markku
    Valkama, Mikko
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (11) : 7576 - 7590
  • [38] Status and Future of the CMS Tracker DCS
    Karimeh, Wassef
    Chammoun, Maroun
    Shvetsov, Ivan
    Tsirou, Andromachi
    Verdini, Piero Giorgio
    24TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS (CHEP 2019), 2020, 245
  • [39] A digital data processing unit for future X-ray observatories
    Wende, Henning
    Distratis, Giuseppe
    Tenzer, Chris
    Kendziorra, Eckhard
    Santangelo, Andrea
    SPACE TELESCOPES AND INSTRUMENTATION 2012: ULTRAVIOLET TO GAMMA RAY, 2012, 8443
  • [40] Fast and informative flow simulations in a building by using fast fluid dynamics model on graphics processing unit
    Zuo, Wangda
    Chen, Qingyan
    BUILDING AND ENVIRONMENT, 2010, 45 (03) : 747 - 757