Amol Ghoting

44 papers A* 12A 8C 1Misc 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2024 A* conf
LiGNN: Graph Neural Networks at LinkedIn.
KDD
Fedor Borisyuk, Shihai He, Yunbo Ouyang, Morteza Ramezani, Peng Du, Xiaochen Hou, Chengming Jiang, Nitin Pasumarthy, Priya Bannur, Birjodh Singh Tiwana, Ping Liu, Siddharth Dangi, Daqi Sun, Zhoutao Pei, Xiao Shi, Sirou Zhu, Qianqi Shen, Kuang-Hsuan Lee, David Stein, Baolei Li, Haichao Wei, Amol Ghoting, Souvik Ghosh
2024 J jnl
LiGNN: Graph Neural Networks at LinkedIn.
CoRR
Fedor Borisyuk, Shihai He, Yunbo Ouyang, Morteza Ramezani, Peng Du, Xiaochen Hou, Chengming Jiang, Nitin Pasumarthy, Priya Bannur, Birjodh Singh Tiwana, Ping Liu, Siddharth Dangi, Daqi Sun, Zhoutao Pei, Xiao Shi, Sirou Zhu, Qianqi Shen, Kuang-Hsuan Lee, David Stein, Baolei Li, Haichao Wei, Amol Ghoting, Souvik Ghosh
2024 A* conf
LiRank: Industrial Large Scale Ranking Models at LinkedIn.
KDD
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Singh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Charles Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh
2024 J jnl
LiRank: Industrial Large Scale Ranking Models at LinkedIn.
CoRR
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Singh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Charles Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh
2020 A* conf
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications.
ICML
Kinjal Basu, Amol Ghoting, Rahul Mazumder, Yao Pan
2019 A* conf
SWeG: Lossless and Lossy Summarization of Web-Scale Graphs.
WWW
Kijung Shin, Amol Ghoting, Myunghwan Kim, Hema Raghavan
2014 J jnl
PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records.
J. Biomed. Informatics
Kenney Ng, Amol Ghoting, Steven R. Steinhubl, Walter F. Stewart, Bradley A. Malin, Jimeng Sun
2013 J jnl
Summarization via Pattern Utility and Ranking: A Novel Framework for Social Media Data Analytics.
IEEE Data Eng. Bull.
Xintian Yang, Yiye Ruan, Srinivasan Parthasarathy, Amol Ghoting
2013 J jnl
Trends and outlook for the massive-scale analytics stack.
IBM J. Res. Dev.
Amol Ghoting, John A. Gunnels, Prabhanjan Kambadur, Edwin P. D. Pednault, Mark S. Squillante
2012 A* conf
A framework for summarizing and analyzing twitter feeds.
KDD
Xintian Yang, Amol Ghoting, Yiye Ruan, Srinivasan Parthasarathy
2012 J jnl
Extending Task Parallelism for Frequent Pattern Mining
CoRR
Prabhanjan Kambadur, Amol Ghoting, Anshul Gupta, Andrew Lumsdaine
2012 A* conf
Large-scale distributed non-negative sparse coding and sparse dictionary learning.
KDD
Vikas Sindhwani, Amol Ghoting
2011 — ch.
Data Mining.
Encyclopedia of Parallel Computing
Amol Ghoting
2011 — conf
Design of multiple sequence alignment algorithms on parallel, distributed memory supercomputers.
EMBC
Philip C. Church, Andrzej Goscinski, Kathryn E. Holt, Michael Inouye, Amol Ghoting, Konstantin Makarychev, Matthias Reumann
2011 J jnl
Extracting insights from social media with large-scale matrix approximations.
IBM J. Res. Dev.
Vikas Sindhwani, Amol Ghoting, Edison Ting, Richard D. Lawrence
2011 — conf
Introduction.
Euro-Par (1)
Salvatore Orlando, Gabriel Antoniu, Amol Ghoting, María S. Pérez
2011 — ch.
Massive-Scale Analytics.
Encyclopedia of Parallel Computing
Amol Ghoting, John A. Gunnels, Mark S. Squillante
2011 A* conf
NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce.
KDD
Amol Ghoting, Prabhanjan Kambadur, Edwin P. D. Pednault, Ramakrishnan Kannan
2011 — ch.
Suffix Trees.
Encyclopedia of Parallel Computing
Amol Ghoting, Konstantin Makarychev
2011 A* conf
SystemML: Declarative machine learning on MapReduce.
ICDE
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan
2010 J jnl
I/O efficient algorithms for serial and parallel suffix tree construction.
ACM Trans. Database Syst.
Amol Ghoting, Konstantin Makarychev
2009 — conf
Extending Task Parallelism For Frequent Pattern Mining.
PARCO
Prabhanjan Kambadur, Amol Ghoting, Anshul Gupta, Andrew Lumsdaine
2009 A conf
Indexing genomic sequences on the IBM Blue Gene.
SC
Amol Ghoting, Konstantin Makarychev
2009 A conf
PFunc: modern task parallelism for modern high performance computing.
SC
Prabhanjan Kambadur, Anshul Gupta, Amol Ghoting, Haim Avron, Andrew Lumsdaine
2009 — conf
Serial and parallel methods for i/o efficient suffix tree construction.
SIGMOD Conference
Amol Ghoting, Konstantin Makarychev
2008 — ch.
Architecture Conscious Data Mining.
Next Generation of Data Mining
Srinivasan Parthasarathy, Shirish Tatikonda, Gregory Buehrer, Amol Ghoting
2008 J jnl
Fast mining of distance-based outliers in high-dimensional datasets.
Data Min. Knowl. Discov.
Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey
2007 — ch.
A Survey of Distributed Mining of Data Streams.
Data Streams - Models and Algorithms
Srinivasan Parthasarathy, Amol Ghoting, Matthew Eric Otey
2007 J jnl
Cache-conscious frequent pattern mining on modern and emerging processors.
VLDB J.
Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey
2007 A conf
Knowledge and Cache Conscious Algorithm Design and Systems Support for Data Mining Algorithms.
IPDPS
Amol Ghoting, Gregory Buehrer, Matthew Goyder, Shirish Tatikonda, Xi Zhang, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz
2006 — conf
Efficient pattern mining on shared memory systems: implications for chip multiprocessor architectures.
Memory System Performance and Correctness
Gregory Buehrer, Yen-Kuang Chen, Srinivasan Parthasarathy, Anthony D. Nguyen, Amol Ghoting, Daehyun Kim
2006 J jnl
Fast Distributed Outlier Detection in Mixed-Attribute Data Sets.
Data Min. Knowl. Discov.
Matthew Eric Otey, Amol Ghoting, Srinivasan Parthasarathy
2006 A conf
Fast Mining of Distance-Based Outliers in High Dimensional Datasets.
SDM
Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey
2006 A conf
I/O conscious algorithm design and systems support for data analysis on emerging architectures.
IPDPS
Gregory Buehrer, Amol Ghoting, Xi Zhang, Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz
2006 — conf
Knowledge-Conscious Data Clustering.
PKDD
Amol Ghoting, Srinivasan Parthasarathy
2006 A* conf
Out-of-core frequent pattern mining on a commodity PC.
KDD
Gregory Buehrer, Srinivasan Parthasarathy, Amol Ghoting
2005 C conf
A Characterization of Data Mining Workloads on a Modern Processor.
DaMoN
Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey
2005 A conf
A Services Oriented Framework for Next Generation Data Analysis Centers.
IPDPS
Huai Wang, Amol Ghoting, Gregory Buehrer, Shirish Tatikonda, Srinivasan Parthasarathy, Tahsin M. Kurç, Joel H. Saltz
2005 A* conf
Cache-conscious Frequent Pattern Mining on a Modern Processor.
VLDB
Amol Ghoting, Gregory Buehrer, Srinivasan Parthasarathy, Daehyun Kim, Anthony D. Nguyen, Yen-Kuang Chen, Pradeep Dubey
2005 A conf
Design of a next generation sampling service for large scale data analysis applications.
ICS
Huai Wang, Srinivasan Parthasarathy, Amol Ghoting, Shirish Tatikonda, Gregory Buehrer, Tahsin M. Kurç, Joel H. Saltz
2004 A conf
Facilitating Interactive Distributed Data Stream Processing and Mining.
IPDPS
Amol Ghoting, Srinivasan Parthasarathy
2004 A* conf
LOADED: Link-Based Outlier and Anomaly Detection in Evolving Data Sets.
ICDM
Amol Ghoting, Matthew Eric Otey, Srinivasan Parthasarathy
2003 A* conf
Towards NIC-based intrusion detection.
KDD
Matthew Eric Otey, Srinivasan Parthasarathy, Amol Ghoting, G. Li, Sundeep Narravula, Dhabaleswar K. Panda
2001 Misc conf
Analysis of haptic data for sign language recognition.
HCI
Cyrus Shahabi, Leila Kaghazian, Soham Mehta, Amol Ghoting, Gautam Shanbhag, Margaret McLaughlin