Organization profile

Organization profile

The mission of the Center for Big Data is to synergize expertise in various disciplines across the NJIT campus and build a unified platform that embodies a rich set of big data-enabling technologies and services with optimized performance to facilitate research collaboration and scientific discovery. Current research projects at the center focus on the development of high-performance networking and computing technologies to support big data applications. We are building fast, reliable data-transfer systems to help users in a wide spectrum of scientific domains move big data over long distances for collaborative data analytics. We are also developing high-performance workflow processes to manage the execution and optimize the performance of large-scale scientific workflows in various big data computing environments, including Hadoop/MapReduce and Spark. Furthermore, we are developing new machine-learning, data-mining and data-management techniques to address volume, variety, velocity, variability, and veracity challenges to enable big data analytics and predictive modeling in real-life applications. For example, we are developing a platform for analyzing user-contributed social media data to discover adverse drug effects, a leading cause of death. We are also developing data-driven methods to analyze web-page browsing behaviors to better understand user needs as well as the economics that sustain the free Web. These projects have been supported by the Leir Charitable Foundations, the National Science Foundation and Google.

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    Profiles

    No photo of Chase Wu
    20012020

    Projects

  • Research Output

    QoS provisioning for various types of deadline-constrained bulk data transfers between data centers

    Hou, A., Wu, C. Q., Qiao, R., Zuo, L., Zhu, M. M., Fang, D., Nie, W. & Chen, F., Apr 2020, In : Future Generation Computer Systems. 105, p. 162-174 13 p.

    Montclair State University, New Jersey Institute of Technology

    Research output: Contribution to journalArticle