Proactive Load Prediction & Code Profiling - A Case Study

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Proactive Load Prediction & Code Profiling - A Case Study - Presentation Transcript

  1. HSTC602 www.harbinger-systems.com PROACTIVE LOAD PREDICTION & CODE PROFILING
    • Challenge
    • What will be the peak load on the portal?
    • When exactly will the load on the portal be highest?
    • What are the code optimization opportunities?
    • Harbinger Solution
    • Historical usage analysis to predict the hour and date of peak load
    • Writing test scripts and preparing test data to simulate load
    • Server and SQL code profiling to identify bottlenecks and optimization opportunities
    • Technologies & Tools
    • Microsoft SQL Server 2005 Analysis Service
    • Microsoft Visual Studio Team System 2008 (VSTS)
    • Statistical spreadsheet modeling using time series and decision tree prediction theories
    • Benefits
    • Usage trend predicted accurately
    • Web farm of eight load-balanced servers serving up to 9000 users per hour
    • Only three years of data, and spreadsheet modeling had an error margin of just 10%
    • Company tackling shorter employee enrollment period of 2 to 3 weeks instead of 2 months
    BOTTOM LINE Company adding large-sized customers and proactively planning for load in coming years PROACTIVE LOAD PREDICTION & CODE PROFILING www.harbinger-systems.com
    • Situation
    • An HR communication and benefits content provider is signing up large-sized customers
    • A large company wants access to the benefits portal for its 80,000 employees
    • Services
    • Web 2.0
    • eLearning
    • Software Product Development
    • Performance Engineering
    • Systems Software
    • Locations
    • Redmond, USA
    • Pleasanton, USA
    • Pune, India
    • Contact
    • [email_address]
    • [email_address]
    • USA Tel: +1 (425) 861-8400, +1 (510) 991-7766
    • India Tel: +91.20.2528.4201 / 2 / 3
    HARBINGER GROUP Innovate. Partner. Excel. www.harbingergroup.com HARBINGER SYSTEMS About Harbinger Systems is a leading provider of software engineering services to some of the world's best product companies. By leveraging cutting-edge technologies, Harbinger Systems works with its customers as a partner in technology innovation. www.harbinger-systems.com
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