| 2011 |
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| 28 | Data Mining. Karl Rihaczek, Yan Zhang, Xingquan Zhu. Encyclopedia of Parallel Computing 2011, 518-523. Web SearchBibTeXDownload |
| 27 | Massive-Scale Analytics. Amol Ghoting, John A. Gunnels, Mark S. Squillante. Encyclopedia of Parallel Computing 2011, 1089-1095. Web SearchBibTeXDownload |
| 26 | Suffix Trees. Amol Ghoting, Konstantin Makarychev. Encyclopedia of Parallel Computing 2011, 1949-1955. Web SearchBibTeXDownload |
| 25 | Extracting insights from social media with large-scale matrix approximations. Vikas Sindhwani, Amol Ghoting, Edison Ting, Richard D. Lawrence. IBM Journal of Research and Development (55): 9 (2011). Web SearchBibTeXDownload |
| 24 | SystemML: Declarative machine learning on MapReduce. Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan. ICDE 2011, 231-242. Web SearchBibTeXDownload |
| 23 | NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce. Amol Ghoting, Prabhanjan Kambadur, Edwin P. D. Pednault, Ramakrishnan Kannan. KDD 2011, 334-342. Web SearchBibTeXDownload |
| 2010 |
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| 22 | I/O efficient algorithms for serial and parallel suffix tree construction. Amol Ghoting, Konstantin Makarychev. ACM Trans. Database Syst. (35): 25 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 21 | PFunc: modern task parallelism for modern high performance computing. Prabhanjan Kambadur, Anshul Gupta, Amol Ghoting, Haim Avron, Andrew Lumsdaine. SC 2009. Web SearchBibTeXDownload |
| 20 | Indexing genomic sequences on the IBM Blue Gene. Amol Ghoting, Konstantin Makarychev. SC 2009. Web SearchBibTeXDownload |
| 19 | Serial and parallel methods for i/o efficient suffix tree construction. Amol Ghoting, Konstantin Makarychev. SIGMOD Conference 2009, 827-840. Web SearchBibTeXDownload |
| 2008 |
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| 18 | Fast mining of distance-based outliers in high-dimensional datasets. Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey. Data Min. Knowl. Discov. (16): 349-364 (2008). Cited by 32Web SearchBibTeXDownload |
| 2007 |
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| 17 | A Survey of Distributed Mining of Data Streams. Srinivasan Parthasarathy, Amol Ghoting, Matthew Eric Otey. Data Streams - Models and Algorithms 2007, 289-307. Web SearchBibTeXDownload |
| 16 | Knowledge and Cache Conscious Algorithm Design and Systems Support for Data Mining Algorithms. Amol Ghoting, Gregory Buehrer, Matthew Goyder, Shirish Tatikonda, Xi Zhang, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz. IPDPS 2007, 1-6. Cited by 2Web SearchBibTeXDownload |
| 15 | Cache-conscious frequent pattern mining on modern and emerging processors. Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey. VLDB J. (16): 77-96 (2007). Cited by 12Web SearchBibTeXDownload |
| 2006 |
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| 14 | Fast Distributed Outlier Detection in Mixed-Attribute Data Sets. Matthew Eric Otey, Amol Ghoting, Srinivasan Parthasarathy. Data Min. Knowl. Discov. (12): 203-228 (2006). Cited by 36Web SearchBibTeXDownload |
| 13 | I/O conscious algorithm design and systems support for data analysis on emerging architectures. Gregory Buehrer, Amol Ghoting, Xi Zhang, Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz. IPDPS 2006. Web SearchBibTeXDownload |
| 12 | Out-of-core frequent pattern mining on a commodity PC. Gregory Buehrer, Srinivasan Parthasarathy, Amol Ghoting. KDD 2006, 86-95. Cited by 13Web SearchBibTeXDownload |
| 11 | Efficient pattern mining on shared memory systems: implications for chip multiprocessor architectures. Gregory Buehrer, Yen-Kuang Chen, Srinivasan Parthasarathy, Anthony D. Nguyen, Amol Ghoting, Daehyun Kim. Memory System Performance and Correctness 2006, 31-40. Cited by 3Web SearchBibTeXDownload |
| 10 | Knowledge-Conscious Data Clustering. Amol Ghoting, Srinivasan Parthasarathy. PKDD 2006, 511-519. Cited by 3Web SearchBibTeXDownload |
| 9 | Fast Mining of Distance-Based Outliers in High Dimensional Datasets. Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey. SDM 2006. Web SearchBibTeXDownload |
| 2005 |
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| 8 | A Characterization of Data Mining Workloads on a Modern Processor. Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey. DaMoN 2005. Cited by 7Web SearchBibTeXDownload |
| 7 | Design of a next generation sampling service for large scale data analysis applications. Huai Wang, Srinivasan Parthasarathy, Amol Ghoting, Shirish Tatikonda, Gregory Buehrer, Tahsin M. Kurç, Joel H. Saltz. ICS 2005, 91-100. Cited by 2Web SearchBibTeXDownload |
| 6 | A Services Oriented Framework for Next Generation Data Analysis Centers. Huai Wang, Amol Ghoting, Gregory Buehrer, Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz. IPDPS 2005. Cited by 1Web SearchBibTeXDownload |
| 5 | Cache-conscious Frequent Pattern Mining on a Modern Processor. Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey. VLDB 2005, 577-588. Cited by 45Web SearchBibTeXDownload |
| 2004 |
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| 4 | LOADED: Link-Based Outlier and Anomaly Detection in Evolving Data Sets. Amol Ghoting, Matthew Eric Otey, Srinivasan Parthasarathy. ICDM 2004, 387-390. Cited by 25Web SearchBibTeXDownload |
| 3 | Facilitating Interactive Distributed Data Stream Processing and Mining. Amol Ghoting, Srinivasan Parthasarathy. IPDPS 2004. Cited by 2Web SearchBibTeXDownload |
| 2003 |
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| 2 | Towards NIC-based intrusion detection. Matthew Eric Otey, Srinivasan Parthasarathy, Amol Ghoting, G. Li, Sundeep Narravula, Dhabaleswar K. Panda. KDD 2003, 723-728. Cited by 23Web SearchBibTeXDownload |
| 2001 |
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| 1 | Analysis of haptic data for sign language recognition. Cyrus Shahabi, Leila Kaghazian, Soham Mehta, Amol Ghoting, Gautam Shanbhag, Margaret McLaughlin. HCI 2001, 441-445. Web SearchBibTeX |
