• DocumentCode
    3240819
  • Title

    Capital market surveillance using stream processing

  • Author

    Mukherjee, Aniruddha ; Diwan, Punit ; Bhattacharjee, Prasun ; Mukherjee, Debnath ; Misra, Prateep

  • Author_Institution
    Innovation Labs., Tata Consultancy Services Ltd., Kolkata, India
  • fYear
    2010
  • fDate
    2-4 Nov. 2010
  • Firstpage
    577
  • Lastpage
    582
  • Abstract
    Exchanges and regulators need effective tools for surveillance and monitoring for timely detection and prevention of fraudulent activities such as market manipulation, price rigging and insider trading. In this paper we describe how Complex Event Processing (CEP) technology can be used in real time detection of potential fraudulent activity. We introduce the general concepts of CEP and how it can be used in Banking and Financial Markets for real time fraud detection. Finally we demonstrate how event stream processing using a data stream management system (DSMS) is superior to a traditional solution designed using a DBMS. We present results obtained after from using a commercial event stream processing system (IBM´s InfoSphere Streams platform) for certain typical low latency fraud detection scenarios.
  • Keywords
    banking; commerce; fraud; marketing; pricing; DBMS; IBM InfoSphere Streams platform; banking; capital market surveillance; complex event processing technology; data stream management system; event stream processing; financial markets; fraud detection; insider trading; market manipulation; price rigging; real time detection; Engines; Monitoring; Terrorism; Visualization; Capital Market Surveillance; Complex Event Processing; High Performance; Low Latency;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Technology and Development (ICCTD), 2010 2nd International Conference on
  • Conference_Location
    Cairo
  • Print_ISBN
    978-1-4244-8844-5
  • Electronic_ISBN
    978-1-4244-8845-2
  • Type

    conf

  • DOI
    10.1109/ICCTD.2010.5645965
  • Filename
    5645965