San Francisco Bay Area
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About

Fei Chen is a Director of AI and Advanced Compute solutions at AWS. Before that she was a…

Experience & Education

  • Amazon Web Services (AWS)

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Licenses & Certifications

Publications

  • Billion node graph inference: iterative processing on The Machine

    Hewlett Packard Labs

    Iterative graph processing has emerged as a necessary and powerful tool at the heart of
    solutions to several large scale analytics problems such as malware detection, genome
    analysis and online advertising. Due to the large amount of communication involved,
    iterative graph processing on large graphs does not scale well on distributed systems.
    To demonstrate the benefits of a memory driven computing architecture, we designed
    and implemented an iterative graph processing engine…

    Iterative graph processing has emerged as a necessary and powerful tool at the heart of
    solutions to several large scale analytics problems such as malware detection, genome
    analysis and online advertising. Due to the large amount of communication involved,
    iterative graph processing on large graphs does not scale well on distributed systems.
    To demonstrate the benefits of a memory driven computing architecture, we designed
    and implemented an iterative graph processing engine that uses The Machine’s Fabric attached-memory as a communication medium. The engine demonstrates near-linear
    scalability with a 162x speed-up over a state of the art graph processing system on a
    Superdome X and a projected 85x speed up over the same system on the Machine
    Fabric Testbed (MFT).

    Other authors
    See publication

  • Palette: Enabling Scalable Analytics for Big-Memory, Multicore Machines

    SIGMOD

    Other authors

  • A Performance Comparison of Parallel DBMS and MapReduce on Large-Scale Text Analytics

    Proceedings of the 16th International Conference on Extending Database Technology (EDBT)

    Other authors
    • Meichun Hsu
    See publication

  • Entity Centric Query Expansion for Enterprise Search

    Proceedings of the 21st ACM Conference on Information and Knowledge Management (CIKM)

    Other authors
    See publication

  • Optimizing Statistical Information Extraction Programs over Evolving Text

    Proceedings of the 28th International Conference on Data Engineering (ICDE)

    Other authors
    See publication

  • Fei Chen's Google Scholar Page

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Patents

Languages

  • English

    Full professional proficiency

  • Chinese

    Native or bilingual proficiency

Organizations

  • ACM

    Local Chair of ACM SIGMOD 2016

    - Present

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