Data Challenges in High-Performance Risk Analytics

被引：0
|
作者：
Varghese, Blesson [1 ]
Rau-Chaplin, Andrew [1 ]
机构：
[1] Dalhousie Univ, Fac Comp Sci, Risk Analyt Lab, Halifax, NS, Canada
来源：
2012 SC COMPANION: HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SCC) | 2012年
关键词：
high-performance computing; risk analytics; risk modelling; risk management; data management;
D O I：
10.1109/SC.Companion.2012.162
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Risk Analytics is important to quantify, manage and analyse risks from the manufacturing to the financial setting. In this paper, the data challenges in the three stages of the high-performance risk analytics pipeline, namely risk modelling, portfolio risk management and dynamic financial analysis is presented.
引用
收藏
页码：1312 / 1313
页数：2
相关论文
共 50 条
  • [41] High-performance thermoelectrics and challenges for practical devices
    Yan, Qingyu
    Kanatzidis, Mercouri G.
    NATURE MATERIALS, 2022, 21 (05) : 503 - 513
  • [42] A survey of high-performance computing scaling challenges
    Geist, Al
    Reed, Daniel A.
    INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2017, 31 (01): : 104 - 113
  • [43] High-performance SERS substrates: Advances and challenges
    Sharma, Bhavya
    Cardinal, M. Fernanda
    Kleinman, Samuel L.
    Greeneltch, Nathan G.
    Frontiera, Renee R.
    Blaber, Martin G.
    Schatz, George C.
    Van Duyne, Richard P.
    MRS BULLETIN, 2013, 38 (08) : 615 - 624
  • [44] HIGH-PERFORMANCE COMPUTING GRAND CHALLENGES IN SIMULATION
    TENTNER, AM
    COMMUNICATIONS OF THE ACM, 1994, 37 (04) : 28 - 29
  • [45] High-performance SERS substrates: Advances and challenges
    Bhavya Sharma
    M. Fernanda Cardinal
    Samuel L. Kleinman
    Nathan G. Greeneltch
    Renee R. Frontiera
    Martin G. Blaber
    George C. Schatz
    Richard P. Van Duyne
    MRS Bulletin, 2013, 38 : 615 - 624
  • [46] Predictable performance and high query concurrency for data analytics
    Candea, George
    Polyzotis, Neoklis
    Vingralek, Radek
    VLDB JOURNAL, 2011, 20 (02): : 227 - 248
  • [47] The Importance and Characteristics of Communication in High Performance Data Analytics
    Anghel, Andreea
    Rodriguez, German
    Prisacari, Bogdan
    2014 IEEE INTERNATIONAL SYMPOSIUM ON WORKLOAD CHARACTERIZATION (IISWC), 2014, : 80 - 81
  • [48] Towards High Performance Data Analytics for Climate Change
    Fiore, Sandro
    Elia, Donatello
    Palazzo, Cosimo
    Antonio, Fabrizio
    D'Anca, Alessandro
    Foster, Ian
    Aloisio, Giovanni
    HIGH PERFORMANCE COMPUTING: ISC HIGH PERFORMANCE 2019 INTERNATIONAL WORKSHOPS, 2020, 11887 : 240 - 257
  • [49] HIGH-PERFORMANCE PROCESSORS POSE NEW CHALLENGES
    BILLIG, R
    COMPUTER DESIGN, 1988, 27 (18): : 85 - 85
  • [50] High-performance thermoelectrics and challenges for practical devices
    Qingyu Yan
    Mercouri G. Kanatzidis
    Nature Materials, 2022, 21 : 503 - 513
12345