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Gagan Agrawal

Papers on DiSC'04


Efficient decision tree construction on streaming data

Publications


Note: Links lead to the DBLP on the Web.

Gagan Agrawal

Xiaogang Li , Gagan Agrawal: Using XQuery for Flat-File Based Scientific Datasets. DBPL 2003 : 179-194

Ruoming Jin , Ge Yang , Gagan Agrawal: Parallel Data Cube Construction: Algorithms, Theoretical Analysis, and Experimental Evaluation. HiPC 2003 : 74-84

Ruoming Jin , Ge Yang , Karthik Vaidyanathan , Gagan Agrawal: Communication and Memory Optimal Parallel Data Cube Construction. ICPP 2003 : 573-580

Wei Du , Gagan Agrawal: Compiler Supported Coarse-Grained Pipelined Parallelism: Why and How. IPDPS 2003 : 204

Ge Yang , Ruoming Jin , Gagan Agrawal: Impact of Data Distribution, Level of Parallelism, and Communication Frequency on Parallel Data Cube Construction. IPDPS 2003 : 66

Xiaogang Li , Ruoming Jin , Gagan Agrawal: A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms. IPDPS 2003 : 7

Ruoming Jin , Gagan Agrawal: Efficient decision tree construction on streaming data. KDD 2003 : 571-576

Ruoming Jin , Gagan Agrawal: Communication and Memory Efficient Parallel Decision Tree Construction. SDM 2003

Ge Yang , Ruoming Jin , Gagan Agrawal: Implementing data cube construction using a cluster middleware: algorithms, implementation experience, and performance evaluation. Future Generation Comp. Syst. 19 (4): 533-550 (2003)

Gagan Agrawal, Jinqian Li , Qi Su : Evaluating a Demand Driven Technique for Call Graph Construction. CC 2002 : 29-45

Wei Du , Gagan Agrawal: Developing Distributed Data Mining Implementations for a Grid Environment. CCGRID 2002 : 440-441

Ge Yang , Ruoming Jin , Gagan Agrawal: Implementing Data Cube Construction using a Cluster Middleware: Algorithms, Implementation Experience, and Performance Evaluation. CCGRID 2002 : 84-92

Ruoming Jin , Gagan Agrawal: Shared Memory Parallelization of Decision Tree Construction Using a General Data Mining Middleware. Euro-Par 2002 : 346-354

Renato Ferreira , Gagan Agrawal, Joel H. Saltz : Compiler supported high-level abstractions for sparse disk-resident datasets. ICS 2002 : 241-251

Gary M. Zoppetti , Gagan Agrawal, Rishi Kumar : Compiler and Runtime Support for Irregular Reductions on a Multithreaded Architecture. IPDPS 2002

Rishi Kumar , Gagan Agrawal, Guang R. Gao : Compiling Several Classes of Communication Patterns on a Multithreaded Architecture. IPDPS 2002

Ruoming Jin , Gagan Agrawal: Design and Evaluation of a High-Level Interface for Data Mining. IPDPS 2002

Ruoming Jin , Gagan Agrawal: Shared Memory Paraellization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. SDM 2002

Ruoming Jin , Gagan Agrawal: Performance prediction for random write reductions: a case study in modeling shared memory programs. SIGMETRICS 2002 : 117-128

Kevin B. Theobald , Rishi Kumar , Gagan Agrawal, Gerd Heber , Ruppa K. Thulasiram , Guang R. Gao : Implementation and evaluation of a communication intensive application on the EARTH multithreaded system. Concurrency and Computation: Practice and Experience 14 (3): 183-201 (2002)

Renato Ferreira , Gagan Agrawal, Joel H. Saltz : Data parallel language and compiler support for data intensive applications. Parallel Computing 28 (5): 725-748 (2002)

Gary M. Zoppetti , Gagan Agrawal, Rishi Kumar : Impact of Data Distribution on Performance of Irregular Reductions on Multithreaded Architectures. HPCN Europe 2001 : 483-492

Renato Ferreira , Joel H. Saltz , Gagan Agrawal: Compiler and Runtime Analysis for Efficient Communication in Data Intensive Applications. IEEE PACT 2001 : 231-242

Ruoming Jin , Gagan Agrawal: An efficient association mining implementation on clusters of SMP. IPDPS 2001 : 156

Gagan Agrawal, Ruoming Jin , Xiaogang Li : Compiler and Middleware Support for Scalable Data Mining. LCPC 2001 : 33-51

Gagan Agrawal, Liang Guo : Evaluating explicitly context-sensitive program slicing. PASTE 2001 : 6-12

Gary M. Zoppetti , Gagan Agrawal: An Execution Strategy for Irregular Reductions on Multithreaded Architectures. PPSC 2001

Gagan Agrawal: Demand-Driven Construction of Call Graphs. CC 2000 : 125-140

Kevin B. Theobald , Rishi Kumar , Gagan Agrawal, Gerd Heber , Ruppa K. Thulasiram , Guang R. Gao : Developing a Communication Intensive Application on the EARTH Multithreaded Architecture (Distinguished Paper). Euro-Par 2000 : 625-637

Renato Ferreira , Gagan Agrawal, Joel H. Saltz : Compiling object-oriented data intensive applications. ICS 2000 : 11-21

Gary M. Zoppetti , Gagan Agrawal, Lori L. Pollock , José N. Amaral , Xinan Tang , Guang R. Gao : Automatic compiler techniques for thread coarsening for multithreaded architectures. ICS 2000 : 306-315

Renato Ferreira , Gagan Agrawal, Ruoming Jin , Joel H. Saltz : Compiling Data Intensive Applications with Spatial Coordinates. LCPC 2000 : 339-354

Gagan Agrawal, Renato Ferreira , Ruoming Jin , Joel H. Saltz : High Level Programming Methodologies for Data Intensive Computations. LCR 2000 : 32-43

Kevin B. Theobald , Gagan Agrawal, Rishi Kumar , Gerd Heber , Guang R. Gao , Paul Stodghill , Keshav Pingali : Landing CG on EARTH: A Case Study of Fine-Grained Multithreading on an Evolutionary Path. SC 2000

Dixie Hisley , Gagan Agrawal, Punyam Satya-narayana , Lori L. Pollock : Porting and performance evaluation of irregular codes using OpenMP. Concurrency - Practice and Experience 12 (12): 1241-1259 (2000)

Gagan Agrawal: Advanced Communication Optimaizations for Data-Parallel Programs. HPCN Europe 1999 : 1139-1142

Gagan Agrawal: Simultaneous Demand-Driven Data-Flow and Call Graph Analysis. ICSM 1999 : 453-462

Gary M. Zoppetti , Gagan Agrawal, Lori L. Pollock : Thresholding for Work Distribution of Recursive, Multithreaded Functions. LCPC 1999 : 485-489

Gagan Agrawal: A General Interprocedural Framework for Placement of Split-Phase Large Latency Operations. IEEE Trans. Parallel Distrib. Syst. 10 (4): 394-413 (1999)

Gagan Agrawal: Data Distribution Analysis for Irregular and Adaptive Codes. Parallel Processing Letters 9 (1): 135-146 (1999)

Gagan Agrawal, Shyamala Murthy , Chandrashekar Garud : A Novel Program Representation for Interprocedural Analysis. SIGPLAN Notices 34 (4): 70-76 (1999)

Gagan Agrawal: Automatic Data Partitioning for Irregular and Adaptive Applications. ICPP 1998 : 587-594

Gagan Agrawal: I/O Granularity Transformations. LCPC 1998 : 68-82

Dixie Hisley , Gagan Agrawal, Lori L. Pollock : Evaluating the Effectiveness of a Parallelizing Compiler. LCR 1998 : 195-204

Gagan Agrawal: Interprocedural Partial Redundancy Elimination With Application to Distributed Memory Compilation. IEEE Trans. Parallel Distrib. Syst. 9 (7): 609-625 (1998)

Joel H. Saltz , Gagan Agrawal, Chialin Chang , Raja Das , Guy Edjlali , Paul Havlak , Yuan-Shin Hwang , Bongki Moon , Ravi Ponnusamy , Shamik D. Sharma , Alan Sussman , Mustafa Uysal : Programming Irregular Applications: Runtime Support, Compilation and Tools. Advances in Computers 45 : 105-153 (1997)

Gagan Agrawal, Joel H. Saltz : Interprocedural Data Flow Based Optimizations for Distributed Memory Compilation. Softw., Pract. Exper. 27 (5): 519-545 (1997)

Gagan Agrawal, Anurag Acharya , Joel H. Saltz : An Interprocedural Framework for Placement of Asynchronous I/O Operations. International Conference on Supercomputing 1996 : 358-365

Guy Edjlali , Gagan Agrawal, Alan Sussman , Joel H. Saltz : Data parallel programming in an adaptive environment. IPPS 1995 : 827-832

Gagan Agrawal, Joel H. Saltz : Interprocedural Data Flow Based Optimizations sor Compilation of Irregular Problems. LCPC 1995 : 465-479

Gagan Agrawal, Joel H. Saltz , Raja Das : Interprocedural Partial Redundancy Elimination and its Application to Distributed Memory Compilation. PLDI 1995 : 258-269

Gagan Agrawal, Joel H. Saltz : Interprocedural Compilation of Irregular Applications for Distributed Memory Machines. SC 1995

Gagan Agrawal, Pankaj Jalote : Coding-Based Replication Schemes for Distributed Systems. IEEE Trans. Parallel Distrib. Syst. 6 (3): 240-251 (1995)

Gagan Agrawal, Alan Sussman , Joel H. Saltz : An Integrated Runtime and Compile-Time Approach for Parallelizing Structured and Block Structured Applications. IEEE Trans. Parallel Distrib. Syst. 6 (7): 747-754 (1995)

Gagan Agrawal, Joel H. Saltz : Interprocedural Communication Optimizations for Distributed Memory Compilation. LCPC 1994 : 283-299

Gagan Agrawal, Alan Sussman , Joel H. Saltz : Compiler and runtime support for structured and block structured applications. SC 1993 : 578-587

Gagan Agrawal, Pankaj Jalote : An Efficient Protocol for Voting In Distributed Systems. ICDCS 1992 : 640-647

Pankaj Jalote , Gagan Agrawal: Using Coding to Support Data Resiliency in Distributed Systems. ICDE 1992 : 192-199

Gagan Agrawal: Availability of Coding Based Replication Schemes. Symposium on Reliable Distributed Systems 1992 : 103-110

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