Robert L. Grossman

Wenxuan Gao, Lijia Ma, Christopher Brown, Matthew Slattery, Philip S. Yu, Robert L. Grossman, Kevin P. White: Discovering geometric patterns in genomic data. BCB 2012: 147-154

Robert L. Grossman, Matthew Greenway, Allison P. Heath, Ray Powell, Rafael D. Suarez, Walt Wells, Kevin P. White, Malcolm Atkinson, Iraklis A. Klampanos, Heidi L. Alvarez, Christine Harvey, Joe Mambretti: The Design of a Community Science Cloud: The Open Science Data Cloud Perspective. SC Companion 2012: 1051-1057

Sandhya Narayan, Stuart Bailey, Anand Daga, Matthew Greenway, Robert L. Grossman, Allison P. Heath, Ray Powell: OpenFlow Enabled Hadoop over Local and Wide Area Clusters. SC Companion 2012: 1625-1628

Yunhong Gu, Robert L. Grossman: Toward Efficient and Simplified Distributed Data Intensive Computing. IEEE Trans. Parallel Distrib. Syst. 22(6): 974-984 (2011)

Yunhong Gu, Robert L. Grossman: Sector: A high performance wide area community data storage and sharing system. Future Generation Comp. Syst. 26(5): 720-728 (2010)

Robert L. Grossman, Yunhong Gu, Joe Mambretti, Michal Sabala, Alexander S. Szalay, Kevin P. White: An overview of the Open Science Data Cloud. HPDC 2010: 377-384

Li Lu, Yunhong Gu, Robert L. Grossman: dSimpleGraph: A Novel Distributed Clustering Algorithm for Exploring Very Large Scale Unknown Data Sets. ICDM Workshops 2010: 162-169

Li Lu, Yunhong Gu, Robert L. Grossman: dMaximalCliques: A Distributed Algorithm for Enumerating All Maximal Cliques and Maximal Clique Distribution. ICDM Workshops 2010: 1320-1327

Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik: Malstone: towards a benchmark for analytics on large data clouds. KDD 2010: 145-152

Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, Steve Vejcik: MalStone: Towards A Benchmark for Analytics on Large Data Clouds. CoRR abs/1007.1261 (2010)

Feng Tian, Parantu K. Shah, Xiangjun Liu, Nicolas N. Negre, Jia Chen, Oleksiy Karpenko, Kevin P. White, Robert L. Grossman: Flynet: a genomic resource for Drosophila melanogaster transcriptional regulatory networks. Bioinformatics 25(22): 3001-3004 (2009)

Robert L. Grossman, Yunhong Gu: On the Varieties of Clouds for Data Intensive Computing. IEEE Data Eng. Bull. 32(1): 44-50 (2009)

Robert L. Grossman, Yunhong Gu, Michal Sabala, Wanzhi Zhang: Compute and storage clouds using wide area high performance networks. Future Generation Comp. Syst. 25(2): 179-183 (2009)

Robert L. Grossman: The Case for Cloud Computing. IT Professional 11(2): 23-27 (2009)

Robert L. Grossman: Open source analytics: an introduction to the special issue. SIGKDD Explorations 11(1): 3-4 (2009)

Robert L. Grossman: What is analytic infrastructure and why should you care? SIGKDD Explorations 11(1): 5-9 (2009)

Robert L. Grossman, Yunhong Gu, Michal Sabala, Colin Bennet, Jonathan Seidman, Joe Mambretti: The Open Cloud Testbed: Supporting Open Source Cloud Computing Systems Based on Large Scale High Performance, Dynamic Network Services. GridNets 2009: 89-97

Wenxuan Gao, Robert L. Grossman, Philip S. Yu, Yunhong Gu: Why Naive Ensembles Do Not Work in Cloud Computing. ICDM Workshops 2009: 282-289

Yunhong Gu, Robert L. Grossman: Lessons learned from a year's worth of benchmarks of large data clouds. SC-MTAGS 2009

Robert L. Grossman, Yunhong Gu, Michal Sabala, Collin Bennett, Jonathan Seidman, Joe Mambretti: The Open Cloud Testbed: A Wide Area Testbed for Cloud Computing Utilizing High Performance Network Services. CoRR abs/0907.4810 (2009)

Yunhong Gu, Robert L. Grossman: UDTv4: Improvements in Performance and Usability. GridNets 2008: 9-23

Robert L. Grossman, Yunhong Gu: Data mining using high performance data clouds: experimental studies using sector and sphere. KDD 2008: 920-927

Robert L. Grossman, Yunhong Gu, Michal Sabala, Wanzhi Zhang: Compute and Storage Clouds Using Wide Area High Performance Networks. CoRR abs/0808.1802 (2008)

Robert L. Grossman, Yunhong Gu: Data Mining Using High Performance Data Clouds: Experimental Studies Using Sector and Sphere. CoRR abs/0808.3019 (2008)

Yunhong Gu, Robert L. Grossman: Sector and Sphere: Towards Simplified Storage and Processing of Large Scale Distributed Data. CoRR abs/0809.1181 (2008)

Yunhong Gu, Robert L. Grossman: UDT: UDP-based data transfer for high-speed wide area networks. Computer Networks 51(7): 1777-1799 (2007)

Fang Fang, Robert L. Grossman, Xiangjun Liu: An Algorithm for Assigning Unique Keys to Metabolic Pathways. BIBM 2007: 374-382

Chetan Gupta, Robert L. Grossman: Outlier Detection with Streaming Dyadic Decomposition. Industrial Conference on Data Mining 2007: 77-91

Joseph Bugajski, Robert L. Grossman: An Alert Management Approach To Data Quality: Lessons Learned From The Visa Data Authority Program. ICIQ 2007: 5-18

Chris Curry, Robert L. Grossman, David Locke, Steve Vejcik, Joseph Bugajski: Detecting changes in large data sets of payment card data: a case study. KDD 2007: 1018-1022

Robert L. Grossman, Yunhong Gu, David Hanley, Michal Sabala, Joe Mambretti, Alexander S. Szalay, Ani Thakar, Kazumi Kumazoe, Yuji Oie, Minsun Lee, Yoonjoo Kwon, Woojin Seok: Data mining middleware for wide-area high-performance networks. Future Generation Comp. Syst. 22(8): 940-948 (2006)

Robert L. Grossman: KDD workshop on data mining standards, services & platforms (DM-SSP) 2006. SIGKDD Explorations 8(2): 82-83 (2006)

Leland Wilkinson, Anushka Anand, Robert L. Grossman: High-Dimensional Visual Analytics: Interactive Exploration Guided by Pairwise Views of Point Distributions. IEEE Trans. Vis. Comput. Graph. 12(6): 1363-1372 (2006)

Yong Mao, Yunhong Gu, Jia Chen, Robert L. Grossman: SDCS: Simplified Data Communications in Parallel/Distributed Applications. CCGRID 2006: 292-295

Greeshma Neglur, Robert L. Grossman, Natalia Maltsev, Clement T. Yu: Using Term Lists and Inverted Files to Improve Search Speed for Metabolic Pathway Databases. DILS 2006: 168-184

Yunhong Gu, Robert L. Grossman, Alexander S. Szalay, Ani Thakar: Distributing the Sloan Digital Sky Survey Using UDT and Sector. e-Science 2006: 56

Joseph Bugajski, Robert L. Grossman, Steve Vejcik: A Service Oriented Architecture Supporting Data Interoperability for Payments Card Processing Systems. ICSOC 2006: 591-600

Joseph Bugajski, Robert L. Grossman, Eric Sumner, Steve Vejcik: Monitoring Data Quality for Very High Volume Transaction Systems. ICIQ 2006: 186-195

Robert L. Grossman, Yunhong Gu, Michal Sabala, Shirley Connelly, David Hanley, Joe Mambretti, Alexander S. Szalay, Ani Thakar, Jan vandenBerg, Alainna Wonders: Bandwidth challenge - Transporting sloan digital sky survey data using SECTOR. SC 2006: 242

Robert L. Grossman, Yunhong Gu, Xinwei Hong, Antony Antony, Johan Blom, Freek Dijkstra, Cees de Laat: Teraflows over Gigabit WANs with UDT. Future Generation Comp. Syst. 21(4): 501-513 (2005)

Robert L. Grossman, Marco Mazzucco, Harimath Sivakumar, Y. Pan, Q. Zhang: Simple Available Bandwidth Utilization Library for High-Speed Wide Area Networks. The Journal of Supercomputing 34(3): 231-242 (2005)

Greeshma Neglur, Robert L. Grossman, Bing Liu: Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples. DILS 2005: 145-157

Leland Wilkinson, Anushka Anand, Robert L. Grossman: Graph-Theoretic Scagnostics. INFOVIS 2005: 21

Joseph Bugajski, Robert L. Grossman, Eric Sumner, Tao Zhang: A Methodology for Establishing Information Quality Baselines for Complex, Distributed Systems. IQ 2005

Joseph Bugajski, Robert L. Grossman, Eric Sumner, Zhao Tang: An event based framework for improving information quality that integrates baseline models, causal models and formal reference models. IQIS 2005: 40-45

Yunhong Gu, Robert L. Grossman: Supporting Configurable Congestion Control in Data Transport Services. SC 2005: 31

Robert L. Grossman, Michal Sabala, Anushka Anand, Steve Eick, Leland Wilkinson, Pei Zhang, John Chaves, Steve Vejcik, John F. Dillenburg, Peter C. Nelson, Doug Rorem, Javid Alimohideen, Jason Leigh, Michael E. Papka, Rick L. Stevens: Real Time Change Detection and Alerts from Highway Traffic Data. SC 2005: 69

Robert L. Grossman, Yunhong Gu, David Hanley, Xinwei Hong, Babu Krishnaswamy: Experimental studies of data transport and data access of earth-science data over networks with high bandwidth delay products. Computer Networks 46(3): 411-421 (2004)

Bing Liu, Robert L. Grossman, Yanhong Zhai: Mining Web Pages for Data Records. IEEE Intelligent Systems 19(6): 49-55 (2004)

Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu: An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds. J. Bioinformatics and Computational Biology 2(1): 155-172 (2004)

Robert L. Grossman: Data mining standards, services, and platforms 2004 (DM-SSP 2004). SIGKDD Explorations 6(2): 157-158 (2004)

Andrei L. Turinsky, Robert L. Grossman: A Greedy Algorithm for Selecting Models in Ensembles. ICDM 2004: 547-550

Parthasarathy Krishnaswamy, Stephen G. Eick, Robert L. Grossman: Visual Browsing of Remote and Distributed Data. INFOVIS 2004

Jorge Levera, Benjamín Barán, Robert L. Grossman: Experimental Studies Using Median Polish Procedure to Reduce Alarm Rates in Data Cubes of Intrusion Data. ISI 2004: 457-466

Robert L. Grossman, David Hanley, Xinwei Hong, Parthasarathy Krishnaswamy: Using DataSpace Archives to Support Long-Term Stewardship of Remote and Distributed Data. MSST 2004: 239-244

Yunhong Gu, Xinwei Hong, Robert L. Grossman: Experiences in Design and Implementation of a High Performance Transport Protocol. SC 2004: 22

Chetan Gupta, Robert L. Grossman: GenIc: A Single-Pass Generalized Incremental Algorithm for Clustering. SDM 2004

Aaron Falk, Theodore Faber, Joseph A. Bannister, Andrew A. Chien, Robert L. Grossman, Jason Leigh: Transport protocols for high performance. Commun. ACM 46(11): 42-49 (2003)

Ian T. Foster, Robert L. Grossman: Data integration in a bandwidth-rich world. Commun. ACM 46(11): 50-57 (2003)

Joe Mambretti, Jeremy Weinberger, Jim Hao Chen, Elizabeth Bacon, Fei Yeh, Dave Lillethun, Robert L. Grossman, Yunhong Gu, Marco Mazzucco: The Photonic TeraStream: enabling next generation applications through intelligent optical networking at iGRID2002. Future Generation Comp. Syst. 19(6): 897-908 (2003)

Chong Zhang, Jason Leigh, Thomas A. DeFanti, Marco Mazzucco, Robert L. Grossman: TeraScope: distributed visual data mining of terascale data sets over photonic networks. Future Generation Comp. Syst. 19(6): 935-943 (2003)

Robert L. Grossman, Yunhong Gu, Don Hamelburg, David Hanley, Xinwei Hong, Jorge Levera, Dave Lillethun, Marco Mazzucco, Joe Mambretti, Jeremy Weinberger: Experimental studies using photonic data services at IGrid 2002. Future Generation Comp. Syst. 19(6): 945-955 (2003)

Yunhong Gu, Robert L. Grossman: SABUL: A Transport Protocol for Grid Computing. J. Grid Comput. 1(4): 377-386 (2003)

Asvin Ananthanarayan, Rajiv Balachandran, Robert L. Grossman, Yunhong Gu, Xinwei Hong, Jorge Levera, Marco Mazzucco: Data webs for earth science data. Parallel Computing 29(10): 1363-1379 (2003)

Robert L. Grossman: KDD-2003 workshop on data mining standards, services and platforms (DM-SSP 03). SIGKDD Explorations 5(2): 197 (2003)

Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu: Experimental Studies of the Universal Chemical Key (UCK)Algorithm on the NCI Database of Chemical Compounds. CSB 2003: 244-250

Bing Liu, Robert L. Grossman, Yanhong Zhai: Mining data records in Web pages. KDD 2003: 601-606

Robert L. Grossman, Yunhong Gu, David Hanley, Xinwei Hong, Jorge Levera, Marco Mazzucco, Dave Lillethun, Joe Mambretti, Jeremy Weinberger: A Case for the Global Access to Large Distributed Data Sets Using Data Webs Employing Photonic Data Services. IEEE Symposium on Mass Storage Systems 2003: 62-66

Robert L. Grossman, Mark F. Hornick, Gregor Meyer: Data mining standards initiatives. Commun. ACM 45(8): 59-61 (2002)

Robert L. Grossman, Richard G. Larson: An Algebraic Approach to Data Mining: Some Examples. ICDM 2002: 613-616

Marco Mazzucco, Asvin Ananthanarayan, Robert L. Grossman, Jorge Levera, Gokulnath Bhagavantha Rao: Merging multiple data streams on common keys over high performance networks. SC 2002: 1-12

Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani (Eds.): Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002. SIAM 2002, isbn 0-89871-517-2

Sivakumar Harinath, Robert L. Grossman, K. Bernhard Schiefer, Xun Xue, Sadique Syed: Performance of DB2 Enterprise-Extended Edition on NT with Virtual Interface Architecture. EDBT 2000: 224-228

Harimath Sivakumar, Stuart Bailey, Robert L. Grossman: PSockets: The Case for Application-level Network Striping for Data Intensive Applications using High Speed Wide Area Networks. SC 2000: 38

Yike Guo, Robert L. Grossman: Editorial. Data Min. Knowl. Discov. 3(3): 235-236 (1999)

Robert L. Grossman, Stuart Bailey, Ashok Ramu, Balinder Malhi, Philip Hallstrom, Ivan Pulleyn, Xiao Qin: The management and mining of multiple predictive models using the predictive modeling markup language. Information & Software Technology 41(9): 589-595 (1999)

Jason Leigh, Andrew E. Johnson, Thomas A. DeFanti, Stuart Bailey, Robert L. Grossman: A Methodology for Supporting Collaborative Exploratory Analysis of Massive Data Sets in Tele-Immersive Environments. HPDC 1999

Stuart Bailey, Emory Creel, Robert L. Grossman, Srinath Gutti, Harimath Sivakumar: A High Performance Implementation of the Data Space Transfer Protocol (DSTP). Large-Scale Parallel Data Mining 1999: 55-64

Stuart Bailey, Robert L. Grossman, Harimath Sivakumar, Andrei L. Turinsky: Papyrus: A System for Data Mining over Local and Wide Area Clusters and Super-Clusters. SC 1999: 63

Robert L. Grossman: A Tutorial Introduction to High Performance Data Mining (Abstract). PKDD 1997: 395

Robert L. Grossman: Database Mining Challenges for Digital Libraries. ACM Comput. Surv. 28(4es): 108 (1996)

Robert L. Grossman, Haim Bodek, Dave Northcutt, H. Vincent Poor: Data Mining and Tree-Based Optimization. KDD 1996: 323-326

Robert L. Grossman, Stuart Bailey, David Hanley: Data Mining Using Light Weight Object Management in Clustered Computing Environments. POS 1996: 237-249

Robert L. Grossman, Richard G. Larson: An Algebraic Approach to Hybrid Systems. Theor. Comput. Sci. 138(1): 101-112 (1995)

Shitij Mutreja, Stuart Bailey, Robert L. Grossman, David Hanley: Lightweight video service for multi-media digital libraries. CASCON 1995: 45

Stuart Bailey, Robert L. Grossman, L. Gu, David Hanley: A Data Intensive Computing Approach to Path Planning and Mode Management for Hybrid Systems. Hybrid Systems 1995: 485-495

M. J. Doffou, Robert L. Grossman: The Symbolic Computation of Differential Invariants of Polynomial Vector Field Systems Using Trees. ISSAC 1995: 26-31

Robert L. Grossman, Xiao Qin, W. Xu, Harry Hulen, T. Tyler: An Architecture for a Scalable, High-Performance Digital Library. IEEE Symposium on Mass Storage Systems 1995: 89-98

Robert L. Grossman, David Hanley, Xiao Qin: Caching and Migration for Multilevel Persistent Object Stores. IEEE Symposium on Mass Storage Systems 1995: 127-135

Robert L. Grossman, David Hanley, Xiao Qin: PTool: A Light Weight Persistent Object Manager. SIGMOD Conference 1995: 488

Marshall W. Bern, David P. Dobkin, David Eppstein, Robert L. Grossman: Visibility with a Moving Point of View. Algorithmica 11(4): 360-378 (1994)

Robert L. Grossman, M. Sweedler: Hybrid Systems and Quantum Automata: Preliminary Announcement. Hybrid Systems 1994: 191-201

Robert L. Grossman, N. Araujo, Xiao Qin, W. Xu: Managing Physical Folios of Objects Between Nodes. POS 1994: 217-234

Robert L. Grossman, Xiao Qin: Ptool: A Scalable Persistent Object Manager. SIGMOD Conference 1994: 510

Robert L. Grossman, Xiao Qin, D. Valsamis, W. Xu, C. T. Day, S. Loken, J. F. MacFarlane, David R. Quarrie, Edward N. May, D. Lifka, David M. Malon, L. E. Price, A. Baden, L. Cormell, P. Leibold, D. Liu, U. Nixdorf, B. Scipioni, T. Song: Analyzing High Energy Physics Data Using Databases: A Case Study. SSDBM 1994: 283-286

Giuseppe Caire, Robert L. Grossman, H. Vincent Poor: Wavelet transforms associated with finite cyclic groups. IEEE Transactions on Information Theory 39(4): 1157-1166 (1993)

Robert L. Grossman, Yannis E. Ioannidis, Edward N. May, Sakti Pramanik, Ruth Pordes: Panel: Scientific Databases. FODO 1993: 361

Robert L. Grossman, Anil Nerode, Anders P. Ravn, Hans Rischel (Eds.): Hybrid Systems. Lecture Notes in Computer Science 736, Springer 1993, isbn 3-540-57318-6

Robert L. Grossman, Richard G. Larson: Symbolic Computation of Derivations Using Labeled Trees. J. Symb. Comput. 13(5): 511-524 (1992)

Robert L. Grossman, Anil Nerode, Anders P. Ravn, Hans Rischel: Introduction. Hybrid Systems 1992: 1-3

Robert L. Grossman, Richard G. Larson: Some Remarks About Flows in Hybrid Systems. Hybrid Systems 1992: 357-365

Peter E. Crouch, Robert L. Grossman: The Explicit Computation of Integration Algorithms and First Integrals for Ordinary Differential Equations with Polynomial Coefficients Using Trees. ISSAC 1992: 89-94

Peter E. Crouch, Robert L. Grossman, Richard G. Larson: Computations Involving Differential Operators and Their Actions on Functions. ISSAC 1991: 301-307

Marshall W. Bern, David P. Dobkin, David Eppstein, Robert L. Grossman: Visibility with a Moving Point of View. SODA 1990: 107-117

Robert L. Grossman, Richard G. Larson: Labeled Trees and the Efficient Computation of Derivations. ISSAC 1989: 74-80