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I am a Research Staff Member in the Analytics Algorithms and Architecture group at IBM T. J. Watson Research Center. My research interests lie in data mining, high performance computing, machine learning, and architecture-conscious algorithms. I am especially interested in designing algorithms and systems support to process and analyze large data sets, while ensuring efficient utilization of modern and emerging computer architectures. Since graduating, I have focused on designing algorithms and parallelization infrastructures for emerging data intensive systems like Apache Hadoop’s Map-Reduce. I am a founding member of the System-ML and NIMBLE projects at IBM Research that aim to develop declarative and imperative approaches for implementing parallel analytics algorithms, respectively. Please refer to my publications for further details.
Contact:
Email: aghoting at us dot ibm dot com
Phone: 914-945-2193
Education:
Ph.D. CSE (2007)
The Ohio State University
M.S. CS (2001)
University of Southern California
B.E. CE (2000)
VJTI, University of Mumbai
Awards and Honors:
- IBM Pat Goldberg Best Paper Award, 2010
- Best of SIGMOD Selection, 2009
- ACM Gordon Bell Prize Finalist, 2009
- IBM Ph.D. Fellowship Award, 2006
- Outstanding Research Award, Dept. of CSE, Ohio State University, 2006
- Best Paper Award, International Conference on Very Large Data Bases (VLDB), 2005
Recent Professional Activities:
- PC member:
- 2012: SIGKDD, ICDM, SDM, ICML, PAKDD, ASONAM, CIKM
- 2011: SIGKDD, ICDM, ASONAM, PDP
- 2010: SIGKDD, ICDM, SDM, ICA3PP, ASONAM, PDP
- 2009: SDM, ICDM, CIKM, HiPC
- 2008: CIKM, PKDD
- Organizing committee member:
- 2011: Co-chair SIGKDD LDMTA, Area Vice-chair EuroPar, Sponsorships chair SDM
- 2010: Co-chair SIAM WHPA, Publicity chair SDM
- Journal referee: IEEE TPDS, IEEE TKDE, DMKD, DAPD, KAIS, ACM TKDD, JIIS, VLDBJ