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Amol Ghoting

Papers on DiSC'06


A Characterization of Data Mining Workloads on a Modern Processor

Cache-conscious Frequent Pattern Mining on a Modern Processor

Publications


Note: Links lead to the DBLP on the Web.

Amol Ghoting

Matthew Eric Otey , Amol Ghoting, Srinivasan Parthasarathy : Fast Distributed Outlier Detection in Mixed-Attribute Data Sets. Data Min. Knowl. Discov. 12 (2-3): 203-228 (2006)

Amol Ghoting, Gregory Buehrer , Srinivasan Parthasarathy , Daehyun Kim , Anthony Nguyen , Yen-Kuang Chen , Pradeep Dubey : A Characterization of Data Mining Workloads on a Modern Processor. DaMoN 2005

H. Wang , Srinivasan Parthasarathy , Amol Ghoting, S. Tatikonda , Gregory Buehrer , Tahsin M. Kurç , Joel H. Saltz : Design of a next generation sampling service for large scale data analysis applications. ICS 2005 : 91-100

H. Wang , Amol Ghoting, Gregory Buehrer , S. Tatikonda , Srinivasan Parthasarathy , Tahsin M. Kurç , Joel H. Saltz : A Services Oriented Framework for Next Generation Data Analysis Centers. IPDPS 2005

Amol Ghoting, Gregory Buehrer , Srinivasan Parthasarathy , Daehyun Kim , Anthony Nguyen , Yen-Kuang Chen , Pradeep Dubey : Cache-conscious Frequent Pattern Mining on a Modern Processor. VLDB 2005 : 577-588

Amol Ghoting, Matthew Eric Otey , Srinivasan Parthasarathy : LOADED: Link-Based Outlier and Anomaly Detection in Evolving Data Sets. ICDM 2004 : 387-390

Amol Ghoting, Srinivasan Parthasarathy : Facilitating Interactive Distributed Data Stream Processing and Mining. IPDPS 2004

Matthew Eric Otey , Srinivasan Parthasarathy , Amol Ghoting, G. Li , S. Narravula , D. Panda : Towards NIC-based intrusion detection. KDD 2003 : 723-728

Cyrus Shahabi , Leila Kaghazian , Soham Mehta , Amol Ghoting, Gautam Shanbhag , Margaret McLaughlin : Analysis of haptic data for sign language recognition. HCI 2001 : 441-445

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