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ORCIDJ. Ramanujam
Jagannathan Ramanujam
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- affiliation: Louisiana State University, Baton Rouge, LA, USA
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2020 – today
- 2024
[j58]Mengmeng Liu, Gopal Srivastava, J. Ramanujam
, Michal Brylinski:
Insights from Augmented Data Integration and Strong Regularization in Drug Synergy Prediction with SynerGNet. Mach. Learn. Knowl. Extr. 6(3): 1782-1797 (2024)- [j57]Elham Ravanbakhsh, Yongqing Liang, J. Ramanujam, Xin Li:
Deep video representation learning: a survey. Multim. Tools Appl. 83(20): 59195-59225 (2024) - [c122]Ashish Srivastava, Shalabh Bhatnagar, M. Narasimha Murty, Jagannathan Ramanujam:
Learning Dynamic Representations in Large Language Models for Evolving Data Streams. ICPR (5) 2024: 239-253 - [i9]Elham Ravanbakhsh, Yongqing Liang, J. Ramanujam, Xin Li:
Deep video representation learning: a survey. CoRR abs/2405.06574 (2024) - [i8]Elham Ravanbakhsh, Cheng Niu, Yongqing Liang, J. Ramanujam, Xin Li:
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach. CoRR abs/2405.06586 (2024) - 2021
- [j56]Guannan Liu, Manali Singha, Limeng Pu, Prasanga Neupane, Joseph Feinstein, Hsiao-Chun Wu, J. Ramanujam, Michal Brylinski:
GraphDTI: A robust deep learning predictor of drug-target interactions from multiple heterogeneous data. J. Cheminformatics 13(1): 58 (2021) - 2020
- [j55]Wentao Shi, Jeffrey Mitchell Lemoine, Abd-El-Monsif A. Shawky, Manali Singha, Limeng Pu, Shuangyan Yang, J. Ramanujam, Michal Brylinski:
BionoiNet: ligand-binding site classification with off-the-shelf deep neural network. Bioinform. 36(10): 3077-3083 (2020)
2010 – 2019
- 2019
- [j54]Fabio Luporini, Michael Lange, Christian T. Jacobs, Gerard J. Gorman, J. Ramanujam, Paul H. J. Kelly:
Automated Tiling of Unstructured Mesh Computations with Application to Seismological Modeling. ACM Trans. Math. Softw. 45(2): 17:1-17:30 (2019) - 2018
- [j53]Aisha I. Ali-Gombe, Brendan Saltaformaggio, J. Ramanujam, Dongyan Xu, Golden G. Richard III:
Toward a more dependable hybrid analysis of android malware using aspect-oriented programming. Comput. Secur. 73: 235-248 (2018) - 2017
- [j52]Andrew Case, Arghya Kusum Das, Seung-Jong Park, J. Ramanujam, Golden G. Richard III:
Gaslight: A comprehensive fuzzing architecture for memory forensics frameworks. Digit. Investig. 22 Supplement: S86-S93 (2017) - [c121]Zahra Khatami, Hartmut Kaiser, J. Ramanujam:
Improving the Parallel Performance of an NBody Application Using Adaptive Techniques in HPX. HPCC/SmartCity/DSS 2017: 621-622 - [c120]Zahra Khatami, Hartmut Kaiser, J. Ramanujam:
Redesigning OP2 Compiler to Use HPX Runtime Asynchronous Techniques. IPDPS Workshops 2017: 1198-1207 - [c119]Zahra Khatami, Sungpack Hong, Jinsoo Lee, Siegfried Depner, Hassan Chafi, J. Ramanujam, Hartmut Kaiser:
A Load-Balanced Parallel and Distributed Sorting Algorithm Implemented with PGX.D. IPDPS Workshops 2017: 1317-1324 - [c118]Zahra Khatami, Lukas Troska, Hartmut Kaiser, J. Ramanujam, Adrian Serio:
HPX Smart Executors. ESPM2@SC 2017: 3:1-3:8 - [i7]Zahra Khatami, Hartmut Kaiser, J. Ramanujam:
Redesigning OP2 Compiler to Use HPX Runtime Asynchronous Techniques. CoRR abs/1703.09264 (2017) - [i6]Fabio Luporini, Michael Lange, Christian T. Jacobs, Gerard J. Gorman, J. Ramanujam, Paul H. J. Kelly:
Automated Tiling of Unstructured Mesh Computations with Application to Seismological Modelling. CoRR abs/1708.03183 (2017) - [i5]Zahra Khatami, Lukas Troska, Hartmut Kaiser, J. Ramanujam, Adrian Serio:
HPX Smart Executors. CoRR abs/1711.01519 (2017) - 2016
- [j51]Yun Ding, Ye Fang, Juana Moreno, J. Ramanujam, Mark Jarrell, Michal Brylinski:
Assessing the similarity of ligand binding conformations with the Contact Mode Score. Comput. Biol. Chem. 64: 403-413 (2016) - [c117]Zahra Khatami, Hartmut Kaiser, J. Ramanujam:
Using HPX and OP2 for Improving Parallel Scaling Performance of Unstructured Grid Applications. ICPP Workshops 2016: 190-199 - [c116]Changwan Hong, Wenlei Bao, Albert Cohen, Sriram Krishnamoorthy, Louis-Noël Pouchet, Fabrice Rastello, J. Ramanujam, P. Sadayappan:
Effective padding of multidimensional arrays to avoid cache conflict misses. PLDI 2016: 129-144 - [c115]Zahra Khatami, Hartmut Kaiser, Patricia Grubel, Adrian Serio, J. Ramanujam:
A Massively Parallel Distributed N-body Application Implemented with HPX. ScalA@SC 2016: 57-64 - 2015
- [j50]Yun Ding, Ye Fang, Wei Pan Feinstein, Jagannathan Ramanujam, David M. Koppelman, Juana Moreno, Michal Brylinski, Mark Jarrell:
GeauxDock: A novel approach for mixed-resolution ligand docking using a descriptor-based force field. J. Comput. Chem. 36(27): 2013-2026 (2015) - [j49]Keshav Pingali, J. Ramanujam, P. Sadayappan:
Introduction to the Special Issue on PPoPP'12. ACM Trans. Parallel Comput. 1(2): 9:1-9:2 (2015) - [c114]Tobias Grosser, Jagannathan Ramanujam, Louis-Noël Pouchet, P. Sadayappan, Sebastian Pop:
Optimistic Delinearization of Parametrically Sized Arrays. ICS 2015: 351-360 - [c113]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On Characterizing the Data Access Complexity of Programs. POPL 2015: 567-580 - [c112]Mahesh Ravishankar, Roshan Dathathri, Venmugil Elango, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Distributed memory code generation for mixed Irregular/Regular computations. PPoPP 2015: 65-75 - [c111]Sameer AbuAsal, R. Tohid, J. Ramanujam:
Lost in heterogeneity: architectural selection based on code features. Co-HPC@SC 2015: 6:1-6:6 - [c110]Prashant Singh Rawat, Martin Kong, Thomas Henretty, Justin Holewinski, Kevin Stock, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
SDSLc: a multi-target domain-specific compiler for stencil computations. WOLFHPC@SC 2015: 6:1-6:10 - 2014
- [j48]Zhifeng Yun, Zhou Lei, Gabrielle Allen, Daniel S. Katz, Jagannathan Ramanujam:
DA-TC: a novel application execution model in multicluster systems. Clust. Comput. 17(2): 371-387 (2014) - [j47]Ye Fang, Sheng Feng, Ka-Ming Tam, Zhifeng Yun, Juana Moreno, Jagannathan Ramanujam, Mark Jarrell:
Parallel tempering simulation of the three-dimensional Edwards-Anderson model with compact asynchronous multispin coding on GPU. Comput. Phys. Commun. 185(10): 2467-2478 (2014) - [j46]Sriram Krishnamoorthy, J. Ramanujam, P. Sadayappan:
Introduction to the JPDC Special Issue on Domain-Specific Languages and High-Level Frameworks for High-Performance Computing. J. Parallel Distributed Comput. 74(12): 3175 (2014) - [j45]Fabio Luporini, Ana Lucia Varbanescu, Florian Rathgeber, Gheorghe-Teodor Bercea, J. Ramanujam, David A. Ham, Paul H. J. Kelly:
Cross-Loop Optimization of Arithmetic Intensity for Finite Element Local Assembly. ACM Trans. Archit. Code Optim. 11(4): 57:1-57:25 (2014) - [j44]Venmugil Elango, Naser Sedaghati, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, Radu Teodorescu, P. Sadayappan:
On Using the Roofline Model with Lower Bounds on Data Movement. ACM Trans. Archit. Code Optim. 11(4): 67:1-67:23 (2014) - [j43]Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Automatic parallelization of a class of irregular loops for distributed memory systems. ACM Trans. Parallel Comput. 1(1): 7:1-7:37 (2014) - [c109]Michelle Mills Strout, Fabio Luporini, Christopher D. Krieger, Carlo Bertolli, Gheorghe-Teodor Bercea, Catherine Olschanowsky, J. Ramanujam, Paul H. J. Kelly:
Generalizing Run-Time Tiling with the Loop Chain Abstraction. IPDPS 2014: 1136-1145 - [c108]Kevin Stock, Martin Kong, Tobias Grosser, Louis-Noël Pouchet, Fabrice Rastello, J. Ramanujam, P. Sadayappan:
A framework for enhancing data reuse via associative reordering. PLDI 2014: 65-76 - [c107]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On characterizing the data movement complexity of computational DAGs for parallel execution. SPAA 2014: 296-306 - [i4]Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential. CoRR abs/1401.5024 (2014) - [i3]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On Characterizing the Data Movement Complexity of Computational DAGs for Parallel Execution. CoRR abs/1404.4767 (2014) - [i2]Fabio Luporini, Ana Lucia Varbanescu, Florian Rathgeber, Gheorghe-Teodor Bercea, J. Ramanujam, David A. Ham, Paul H. J. Kelly:
COFFEE: an Optimizing Compiler for Finite Element Local Assembly. CoRR abs/1407.0904 (2014) - [i1]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On Characterizing the Data Access Complexity of Programs. CoRR abs/1411.2286 (2014) - 2013
- [j42]Sanket Tavarageri, J. Ramanujam, P. Sadayappan:
Adaptive parallel tiled code generation and accelerated auto-tuning. Int. J. High Perform. Comput. Appl. 27(4): 412-425 (2013) - [j41]Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Beyond reuse distance analysis: Dynamic analysis for characterization of data locality potential. ACM Trans. Archit. Code Optim. 10(4): 53:1-53:29 (2013) - [c106]Tobias Grosser, Albert Cohen, Paul H. J. Kelly, J. Ramanujam, P. Sadayappan, Sven Verdoolaege:
Split tiling for GPUs: automatic parallelization using trapezoidal tiles. GPGPU@ASPLOS 2013: 24-31 - [c105]Thomas Henretty, Richard Veras, Franz Franchetti, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
A stencil compiler for short-vector SIMD architectures. ICS 2013: 13-24 - [c104]Athanasios Konstantinidis, Paul H. J. Kelly, J. Ramanujam, P. Sadayappan:
Parametric GPU Code Generation for Affine Loop Programs. LCPC 2013: 136-151 - 2012
- [j40]Hassan A. Salamy, J. Ramanujam:
Code Size Reduction for Array Intensive Applications on Digital Signal Processors. J. Circuits Syst. Comput. 21(3) (2012) - [j39]Qingda Lu, Xiaoyang Gao, Sriram Krishnamoorthy, Gerald Baumgartner, J. Ramanujam, P. Sadayappan:
Empirical performance model-driven data layout optimization and library call selection for tensor contraction expressions. J. Parallel Distributed Comput. 72(3): 338-352 (2012) - [j38]Hassan A. Salamy, J. Ramanujam:
An Effective Solution to Task Scheduling and Memory Partitioning for Multiprocessor System-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(5): 717-725 (2012) - [j37]Hassan A. Salamy, J. Ramanujam:
Storage Optimization through Offset Assignment with Variable Coalescing. ACM Trans. Embed. Comput. Syst. 11(S1): 16 (2012) - [j36]Hassan A. Salamy, J. Ramanujam:
An ILP solution to address code generation for embedded applications on digital signal processors. ACM Trans. Design Autom. Electr. Syst. 17(3): 28:1-28:23 (2012) - [c103]Jun Shirako, Kamal Sharma, Naznin Fauzia, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan, Vivek Sarkar:
Analytical Bounds for Optimal Tile Size Selection. CC 2012: 101-121 - [c102]Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Code generation for parallel execution of a class of irregular loops on distributed memory systems. SC 2012: 72 - [e2]J. Ramanujam, P. Sadayappan:
Proceedings of the 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP 2012, New Orleans, LA, USA, February 25-29, 2012. ACM 2012, ISBN 978-1-4503-1160-1 [contents] - 2011
- [c101]Thomas Henretty, Kevin Stock, Louis-Noël Pouchet, Franz Franchetti, J. Ramanujam, P. Sadayappan:
Data Layout Transformation for Stencil Computations on Short-Vector SIMD Architectures. CC 2011: 225-245 - [c100]Sanket Tavarageri, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Dynamic selection of tile sizes. HiPC 2011: 1-10 - [c99]Louis-Noël Pouchet, Uday Bondhugula, Cédric Bastoul, Albert Cohen, J. Ramanujam, P. Sadayappan, Nicolas Vasilache:
Loop transformations: convexity, pruning and optimization. POPL 2011: 549-562 - 2010
- [c98]Muthu Manikandan Baskaran, J. Ramanujam, P. Sadayappan:
Automatic C-to-CUDA Code Generation for Affine Programs. CC 2010: 244-263 - [c97]Muthu Manikandan Baskaran, Albert Hartono, Sanket Tavarageri, Thomas Henretty, J. Ramanujam, P. Sadayappan:
Parameterized tiling revisited. CGO 2010: 200-209 - [c96]Albert Hartono, Muthu Manikandan Baskaran, J. Ramanujam, Ponnuswamy Sadayappan:
DynTile: Parametric tiled loop generation for parallel execution on multicore processors. IPDPS 2010: 1-12 - [c95]Louis-Noël Pouchet, Uday Bondhugula, Cédric Bastoul, Albert Cohen, J. Ramanujam, P. Sadayappan:
Combined Iterative and Model-driven Optimization in an Automatic Parallelization Framework. SC 2010: 1-11
2000 – 2009
- 2009
- [c94]Qingda Lu, Christophe Alias, Uday Bondhugula, Thomas Henretty, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan, Yongjian Chen, Haibo Lin, Tin-Fook Ngai:
Data Layout Transformation for Enhancing Data Locality on NUCA Chip Multiprocessors. PACT 2009: 348-357 - [c93]Zhifeng Yun, Zhou Lei, Gabrielle Allen, Daniel S. Katz, Tevfik Kosar, Shantenu Jha, Jagannathan Ramanujam:
An innovative application execution toolkit for multicluster grids. CLUSTER 2009: 1-4 - [c92]Hassan A. Salamy, J. Ramanujam:
A Framework for Task Scheduling and Memory Partitioning for Multi-Processor System-on-Chip. HiPEAC 2009: 263-277 - [c91]Albert Hartono, Muthu Manikandan Baskaran, Cédric Bastoul, Albert Cohen, Sriram Krishnamoorthy, Boyana Norris, J. Ramanujam, P. Sadayappan:
Parametric multi-level tiling of imperfectly nested loops. ICS 2009: 147-157 - [c90]Muthu Manikandan Baskaran, Nagavijayalakshmi Vydyanathan, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Compiler-assisted dynamic scheduling for effective parallelization of loop nests on multicore processors. PPoPP 2009: 219-228 - [c89]Rajesh Sankaran, Brygg Ullmer, Jagannathan Ramanujam, Karun Kallakuri, Srikanth Jandhyala, Cornelius Toole, Christopher Laan:
Decoupling interaction hardware design using libraries of reusable electronics. TEI 2009: 331-337 - 2008
- [c88]Uday Bondhugula, Muthu Manikandan Baskaran, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Automatic Transformations for Communication-Minimized Parallelization and Locality Optimization in the Polyhedral Model. CC 2008: 132-146 - [c87]Hassan A. Salamy, J. Ramanujam:
Optimal address register allocation for arrays in DSP applications. ESTIMedia 2008: 67-72 - [c86]Hassan A. Salamy, J. Ramanujam:
Storage optimization through code size reduction for digital signal processors. ESTIMedia 2008: 107-112 - [c85]Jinpyo Hong, J. Ramanujam:
Address Register Allocation in Digital Signal Processors. ICESS 2008: 331-337 - [c84]Jinpyo Hong, J. Ramanujam:
Scheduling DAGs for Fixed-point DSP Processors by Using Worm Partitions. ICESS 2008: 567-574 - [c83]Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan:
A compiler framework for optimization of affine loop nests for gpgpus. ICS 2008: 225-234 - [c82]Uday Bondhugula, Muthu Manikandan Baskaran, Albert Hartono, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Towards effective automatic parallelization for multicore systems. IPDPS 2008: 1-5 - [c81]Uday Bondhugula, Albert Hartono, J. Ramanujam, P. Sadayappan:
A practical automatic polyhedral parallelizer and locality optimizer. PLDI 2008: 101-113 - [c80]Muthu Manikandan Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Automatic data movement and computation mapping for multi-level parallel architectures with explicitly managed memories. PPoPP 2008: 1-10 - 2007
- [j35]Xiaoyang Gao, Sriram Krishnamoorthy, Swarup Kumar Sahoo, Chi-Chung Lam, Gerald Baumgartner, J. Ramanujam, P. Sadayappan:
Efficient search-space pruning for integrated fusion and tiling transformations. Concurr. Comput. Pract. Exp. 19(18): 2425-2443 (2007) - [c79]Jinpyo Hong, J. Ramanujam:
Memory Offset Assignment for DSPs. ICESS 2007: 80-87 - [c78]Sriram Krishnamoorthy, Muthu Manikandan Baskaran, Uday Bondhugula, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Effective automatic parallelization of stencil computations. PLDI 2007: 235-244 - [c77]Uday Bondhugula, J. Ramanujam, P. Sadayappan:
Automatic mapping of nested loops to FPGAS. PPoPP 2007: 101-111 - [c76]Sai Pinnepalli, Jinpyo Hong, J. Ramanujam, Doris L. Carver:
Code Size Optimization for Embedded Processors using Commutative Transformations. RTCSA 2007: 409-416 - 2006
- [j34]Sandhya Krishnan, Sriram Krishnamoorthy, Gerald Baumgartner, Chi-Chung Lam, J. Ramanujam, P. Sadayappan, Venkatesh Choppella:
Efficient synthesis of out-of-core algorithms using a nonlinear optimization solver. J. Parallel Distributed Comput. 66(5): 659-673 (2006) - [j33]Guilin Chen, Mahmut T. Kandemir, Mary Jane Irwin, J. Ramanujam:
Reducing code size through address register assignment. ACM Trans. Embed. Comput. Syst. 5(1): 225-258 (2006) - [j32]Mahmut T. Kandemir, J. Ramanujam, Ugur Sezer:
Improving the energy behavior of block buffering using compiler optimizations. ACM Trans. Design Autom. Electr. Syst. 11(1): 228-250 (2006) - [j31]J. Ramanujam, Jinpyo Hong, Mahmut T. Kandemir, Amit Narayan, Ankush Agarwal:
Estimating and reducing the memory requirements of signal processing codes for embedded systems. IEEE Trans. Signal Process. 54(1): 286-294 (2006) - [c75]Albert Hartono, Qingda Lu, Xiaoyang Gao, Sriram Krishnamoorthy, Marcel Nooijen, Gerald Baumgartner, David E. Bernholdt, Venkatesh Choppella, Russell M. Pitzer, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Identifying Cost-Effective Common Subexpressions to Reduce Operation Count in Tensor Contraction Evaluations. International Conference on Computational Science (1) 2006: 267-275 - [c74]A. Allam, J. Ramanujam, Gerald Baumgartner, P. Sadayappan:
Memory minimization for tensor contractions using integer linear programming. IPDPS 2006 - [c73]Hassan A. Salamy, J. Ramanujam:
An Effective Heuristic for Simple Offset Assignment with Variable Coalescing. LCPC 2006: 158-172 - [e1]Eduard Ayguadé, Gerald Baumgartner, J. Ramanujam, P. Sadayappan:
Languages and Compilers for Parallel Computing, 18th International Workshop, LCPC 2005, Hawthorne, NY, USA, October 20-22, 2005, Revised Selected Papers. Lecture Notes in Computer Science 4339, Springer 2006, ISBN 978-3-540-69329-1 [contents] - 2005
- [j30]Gerald Baumgartner, Alexander A. Auer, David E. Bernholdt, Alina Bibireata, Venkatesh Choppella, Daniel Cociorva, Xiaoyang Gao, Robert J. Harrison, So Hirata, Sriram Krishnamoorthy, Sandhya Krishnan, Chi-Chung Lam, Qingda Lu, Marcel Nooijen, Russell M. Pitzer, J. Ramanujam, P. Sadayappan, Alexander Sibiryakov:
Synthesis of High-Performance Parallel Programs for a Class of ab Initio Quantum Chemistry Models. Proc. IEEE 93(2): 276-292 (2005) - [c72]Albert Hartono, Alexander Sibiryakov, Marcel Nooijen, Gerald Baumgartner, David E. Bernholdt, So Hirata, Chi-Chung Lam, Russell M. Pitzer, J. Ramanujam, P. Sadayappan:
Automated Operation Minimization of Tensor Contraction Expressions in Electronic Structure Calculations. International Conference on Computational Science (1) 2005: 155-164 - [c71]Xiaoyang Gao, Sriram Krishnamoorthy, Swarup Kumar Sahoo, Chi-Chung Lam, Gerald Baumgartner, J. Ramanujam, P. Sadayappan:
Efficient Search-Space Pruning for Integrated Fusion and Tiling Transformations. LCPC 2005: 215-229 - [c70]Xiaoyang Gao, Swarup Kumar Sahoo, Chi-Chung Lam, J. Ramanujam, Qingda Lu, Gerald Baumgartner, P. Sadayappan:
Performance modeling and optimization of parallel out-of-core tensor contractions. PPoPP 2005: 266-276 - 2004
- [j29]Mahmut T. Kandemir, J. Ramanujam, Mary Jane Irwin, Narayanan Vijaykrishnan, Ismail Kadayif, Amisha Parikh:
A compiler-based approach for dynamically managing scratch-pad memories in embedded systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23(2): 243-260 (2004) - [c69]Sandhya Krishnan, Sriram Krishnamoorthy, Gerald Baumgartner, Chi-Chung Lam, J. Ramanujam, P. Sadayappan, Venkatesh Choppella:
Efficient Synthesis of Out-of-Core Algorithms Using a Nonlinear Optimization Solver. IPDPS 2004 - [c68]Qingda Lu, Xiaoyang Gao, Sriram Krishnamoorthy, Gerald Baumgartner, J. Ramanujam, P. Sadayappan:
Empirical Performance-Model Driven Data Layout Optimization. LCPC 2004: 72-86 - 2003
- [j28]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
Reducing False Sharing and Improving Spatial Locality in a Unified Compilation Framework. IEEE Trans. Parallel Distributed Syst. 14(4): 337-354 (2003) - [c67]Mahmut T. Kandemir, Mary Jane Irwin, Guilin Chen, J. Ramanujam:
Address Register Assignment for Reducing Code Size. CC 2003: 273-289 - [c66]Sandhya Krishnan, Sriram Krishnamoorthy, Gerald Baumgartner, Daniel Cociorva, Chi-Chung Lam, P. Sadayappan, J. Ramanujam, David E. Bernholdt, Venkatesh Choppella:
Data Locality Optimization for Synthesis of Efficient Out-of-Core Algorithms. HiPC 2003: 406-417 - [c65]Daniel Cociorva, Xiaoyang Gao, Sandhya Krishnan, Gerald Baumgartner, Chi-Chung Lam, P. Sadayappan, J. Ramanujam:
Global Communication Optimization for Tensor Contraction Expressions under Memory Constraints. IPDPS 2003: 37 - [c64]Alina Bibireata, Sandhya Krishnan, Gerald Baumgartner, Daniel Cociorva, Chi-Chung Lam, P. Sadayappan, J. Ramanujam, David E. Bernholdt, Venkatesh Choppella:
Memory-Constrained Data Locality Optimization for Tensor Contractions. LCPC 2003: 93-108 - 2002
- [j27]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
An I/O-Conscious Tiling Strategy for Disk-Resident Data Sets. J. Supercomput. 21(3): 257-284 (2002) - [c63]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Exploiting shared scratch pad memory space in embedded multiprocessor systems. DAC 2002: 219-224 - [c62]Gerald Baumgartner, David E. Bernholdt, Daniel Cociorva, Chi-Chung Lam, J. Ramanujam, Robert J. Harrison, Marcel Nooijen, P. Sadayappan:
A Performance Optimization Framework for Compilation of Tensor Contraction Expressions into Parallel Programs. IPDPS 2002 - [c61]Daniel Cociorva, Gerald Baumgartner, Chi-Chung Lam, P. Sadayappan, J. Ramanujam:
Memory-Constrained Communication Minimization for a Class of Array Computations. LCPC 2002: 1-15 - [c60]Daniel Cociorva, Gerald Baumgartner, Chi-Chung Lam, P. Sadayappan, J. Ramanujam, Marcel Nooijen, David E. Bernholdt, Robert J. Harrison:
Space-Time Trade-Off Optimization for a Class of Electronic Structure Calculations. PLDI 2002: 177-186 - [c59]Gerald Baumgartner, David E. Bernholdt, Daniel Cociorva, Robert J. Harrison, So Hirata, Chi-Chung Lam, Marcel Nooijen, Russell M. Pitzer, J. Ramanujam, P. Sadayappan:
A high-level approach to synthesis of high-performance codes for quantum chemistry. SC 2002: 33:1-33:10 - [c58]J. Ramanujam, Sandeep Deshpande, Jinpyo Hong, Mahmut T. Kandemir:
A Heuristic for Clock Selection in High-Level Synthesis. ASP-DAC/VLSI Design 2002: 414-419 - [c57]J. Ramanujam, Satish Krishnamurthy, Jinpyo Hong, Mahmut T. Kandemir:
Address Code and Arithmetic Optimizations for Embedded Systems. ASP-DAC/VLSI Design 2002: 619-624 - [c56]N. E. Crosbie, Mahmut T. Kandemir, Ibrahim Kolcu, J. Ramanujam, Alok N. Choudhary:
Strategies for Improving Data Locality in Embedded Applications. ASP-DAC/VLSI Design 2002: 631- - [p1]J. Ramanujam:
Automatic Data Distribution. The Compiler Design Handbook 2002: 409-460 - 2001
- [j26]Mahmut T. Kandemir, J. Ramanujam:
Data Relation Vectors: A New Abstraction for Data Optimizations. IEEE Trans. Computers 50(8): 798-810 (2001) - [j25]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary, Prithviraj Banerjee:
A Layout-Conscious Iteration Space Transformation Technique. IEEE Trans. Computers 50(12): 1321-1336 (2001) - [j24]Siddharth Rele, Vipin Jain, Santosh Pande, J. Ramanujam:
Compact and efficient code generation through program restructuringon limited memory embedded DSPs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20(4): 477-494 (2001) - [j23]M. Narasimhan, J. Ramanujam:
A fast approach to computing exact solutions to the resource-constrained scheduling problem. ACM Trans. Design Autom. Electr. Syst. 6(4): 490-500 (2001) - [j22]Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, Eduard Ayguadé:
Static and Dynamic Locality Optimizations Using Integer Linear Programming. IEEE Trans. Parallel Distributed Syst. 12(9): 922-941 (2001) - [c55]J. Ramanujam:
Integer Lattice Based Methods for Local Address Generation for Block-Cyclic Distributions. Compiler Optimizations for Scalable Parallel Systems Languages 2001: 597-648 - [c54]J. Ramanujam, Jinpyo Hong, Mahmut T. Kandemir, Amit Narayan:
Reducing Memory Requirements of Nested Loops for Embedded Systems. DAC 2001: 359-364 - [c53]Mahmut T. Kandemir, J. Ramanujam, Mary Jane Irwin, Narayanan Vijaykrishnan, Ismail Kadayif, Amisha Parikh:
Dynamic Management of Scratch-Pad Memory Space. DAC 2001: 690-695 - [c52]Daniel Cociorva, J. W. Wilkins, Gerald Baumgartner, P. Sadayappan, J. Ramanujam, Marcel Nooijen, David E. Bernholdt, Robert J. Harrison:
Towards Automatic Synthesis of High-Performance Codes for Electronic Structure Calculations: Data Locality Optimization. HiPC 2001: 237-248 - [c51]Daniel Cociorva, J. W. Wilkins, Chi-Chung Lam, Gerald Baumgartner, J. Ramanujam, P. Sadayappan:
Loop optimization for a class of memory-constrained computations. ICS 2001: 103-113 - [c50]Mahmut T. Kandemir, J. Ramanujam, Ugur Sezer:
Compiler support for block buffering. ISLPED 2001: 76-79 - [c49]Ismail Kadayif, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Mary Jane Irwin, J. Ramanujam:
Morphable Cache Architectures: Potential Benefits. LCTES/OM 2001: 128-137 - [c48]Ismail Kadayif, Mahmut T. Kandemir, Narayanan Vijaykrishnan, Mary Jane Irwin, Jagannathan Ramanujam:
Morphable Cache Architectures: Potential Benefits. OM@PLDI 2001: 128-137 - 2000
- [j21]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Compiler Algorithms for Optimizing Locality and Parallelism on Shared and Distributed-Memory Machines. J. Parallel Distributed Comput. 60(8): 924-965 (2000) - [j20]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Meenakshi A. Kandaswamy:
A Unified Framework for Optimizing Locality, Parallelism, and Communication in Out-of-Core Computations. IEEE Trans. Parallel Distributed Syst. 11(7): 648-668 (2000) - [j19]Mahmut T. Kandemir, Alok N. Choudhary, Prithviraj Banerjee, J. Ramanujam, U. Nagaraj Shenoy:
Minimizing Data and Synchronization Costs in One-Way Communication. IEEE Trans. Parallel Distributed Syst. 11(12): 1232-1251 (2000) - [c47]Mahmut T. Kandemir, J. Ramanujam:
Data Relation Vectors: A New Abstraction for Data Optimizations. IEEE PACT 2000: 227-236 - [c46]M. Narasimhan, J. Ramanujam:
On lower bounds for scheduling problems in high-level synthesis. DAC 2000: 546-551 - [c45]Sunil Atri, J. Ramanujam, Mahmut T. Kandemir:
Improving Offset Assignment on Embedded Processors Using Transformations. HiPC 2000: 367-374 - [c44]Sunil Atri, J. Ramanujam, Mahmut T. Kandemir:
Improving Offset Assignment for Embedded Processors. LCPC 2000: 158-172
1990 – 1999
- 1999
- [j18]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Matrix-Based Approach to Global Locality Optimization. J. Parallel Distributed Comput. 58(2): 190-235 (1999) - [j17]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Improving Cache Locality by a Combination of Loop and Data Transformation. IEEE Trans. Computers 48(2): 159-167 (1999) - [j16]Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy:
A global communication optimization technique based on data-flow analysis and linear algebra. ACM Trans. Program. Lang. Syst. 21(6): 1251-1297 (1999) - [j15]Mahmut T. Kandemir, Alok N. Choudhary, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam:
A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts. IEEE Trans. Parallel Distributed Syst. 10(2): 115-135 (1999) - [c43]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
On Reducing False Sharing while Improving Locality on Shared Memory Multiprocessors. IEEE PACT 1999: 203-211 - [c42]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
I/O-Conscious Tiling for Disk-Resident Data Sets. Euro-Par 1999: 430-439 - [c41]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
Restructuring I/O-Intensive Computations for Locality. HPCN Europe 1999: 1097-1106 - [c40]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Framework for Interprocedural Locality Optimization Using Both Loop and Data Layout Transformations. ICPP 1999: 95-102 - [c39]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
Compiler Optimizations for I/O-Intensive Computations. ICPP 1999: 164-171 - [c38]Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, Eduard Ayguadé:
An integer linear programming approach for optimizing cache locality. International Conference on Supercomputing 1999: 500-509 - [c37]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Graph Based Framework to Detect Optimal Memory Layouts for Improving Data Locality. IPPS/SPDP 1999: 738-743 - [c36]Vipin Jain, Siddharth Rele, Santosh Pande, J. Ramanujam:
Code Restructuring for Improving Real Time Response through Code Speed, Size Trade-offs on Limited Memory Embedded DSPs. LCPC 1999: 459-463 - [c35]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
Improving Locality Using a Graph-Based Technique for Detecting Memory Layouts of Arrays. PP 1999 - 1998
- [j14]P. Sadayappan, Fikret Erçal, J. Ramanujam:
Partitioning Graphs on Message-Passing Machines by Pairwise Mincut. Inf. Sci. 111(1-4): 223-237 (1998) - [j13]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Meenakshi A. Kandaswamy:
Locality Optimization Algorithms for Compilation of Out-of-Core Codes. J. Inf. Sci. Eng. 14(1): 107-138 (1998) - [j12]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Rajesh Bordawekar:
Compilation Techniques for Out-of-Core Parallel Computations. Parallel Comput. 24(3-4): 597-628 (1998) - [c34]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Matrix-Based Approach to the Global Locality Optimization Problem. IEEE PACT 1998: 306-313 - [c33]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy, Prithviraj Banerjee:
Enhancing Spatial Locality via Data Layout Optimizations. Euro-Par 1998: 422-434 - [c32]Jagannathan Ramanujam, Arun Venkatachar, Swaroop Dutta:
Efficient address sequence generation for two-level mappings in High Performance Fortran. HiPC 1998: 132-139 - [c31]M. Narasimhan, J. Ramanujam:
Improving the computational performance of ILP-based problems. ICCAD 1998: 593-596 - [c30]Mahmut T. Kandemir, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam, Alok N. Choudhary:
Minimizing Data and Synchronization Costs in One-Way Communication. ICPP 1998: 180-188 - [c29]Mahmut T. Kandemir, Alok N. Choudhary, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam:
A Hyperplane Based Approach for Optimizing Spatial Locality in Loop Nests. International Conference on Supercomputing 1998: 69-76 - [c28]Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy:
A Generalized Framework for Global Communication Optimization. IPPS/SPDP 1998: 69-73 - [c27]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary, Prithviraj Banerjee:
A Loop Transformation Algorithm Based on Explicit Data Layout Representation for Optimizing Locality. LCPC 1998: 34-50 - [c26]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
Improving Locality in Out-of-Core Computations Using Data Layout Transformations. LCR 1998: 359-366 - [c25]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
Improving Locality Using Loop and Data Transformations in an Integrated Framework. MICRO 1998: 285-297 - 1997
- [j11]Arun Venkatachar, J. Ramanujam, Ashwath Thirumalai:
Communication Generation for Block-Cyclic Distributions. Parallel Process. Lett. 7(2): 195-202 (1997) - [c24]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Compiler Algorithms for Optimizing Locality and Parallelism on Shared and Distributed Memory Machines. IEEE PACT 1997: 236- - [c23]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Optimization of Out-of-Core Computations Using Chain Vectors. Euro-Par 1997: 601-608 - [c22]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Improving the Performance of Out-of-Core Computations. ICPP 1997: 128-136 - [c21]Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
A Compiler Algorithm for Optimizing Locality in Loop Nests. International Conference on Supercomputing 1997: 269-276 - [c20]Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Meenakshi A. Kandaswamy:
A Unified Compiler Algorithm for Optimizing Locality, Parallelism and Communication in Out-of-core Computations. IOPADS 1997: 79-92 - [c19]J. Ramanujam, Swaroop Dutta, Arun Venkatachar:
Code Generation for Complex Subscripts in Data-Parallel Programs. LCPC 1997: 49-63 - 1996
- [j10]Ashwath Thirumalai, J. Ramanujam:
Efficient Computation of Address Sequences in Data Parallel Programs Using Closed Forms for Basis Vectors. J. Parallel Distributed Comput. 38(2): 188-203 (1996) - [j9]Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam:
Compilation and Communication Strategies for Out-of-Core Programs on Distributed Memory Machines. J. Parallel Distributed Comput. 38(2): 277-288 (1996) - [j8]Rajeev Thakur, Alok N. Choudhary, J. Ramanujam:
Efficient Algorithms for Array Redistribution. IEEE Trans. Parallel Distributed Syst. 7(6): 587-594 (1996) - [j7]Ashok K. Goel, J. Ramanujam:
A neural architecture for a class of abduction problems. IEEE Trans. Syst. Man Cybern. Part B 26(6): 854-860 (1996) - [c18]Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam:
A Framework for Integrated Communication and I/O Placement. Euro-Par, Vol. I 1996: 541-552 - [c17]Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam:
Automatic Optimization of Communication in Compiling Out-of-Core Stencil Codes. International Conference on Supercomputing 1996: 366-373 - [c16]Arun Venkatachar, J. Ramanujam, Ashwath Thirumalai:
Generalized Overlap Regions for Communication Optimization in Data-Parallel Programs. LCPC 1996: 404-419 - 1995
- [j6]J. Ramanujam, P. Sadayappan:
Mapping combinatorial optimization problems onto neural networks. Inf. Sci. 82(3-4): 239-255 (1995) - [j5]J. Ramanujam:
Beyond unimodular transformations. J. Supercomput. 9(4): 365-389 (1995) - [c15]J. Ramanujam, S. Vasanthakumar:
Statement-level independent partitioning of uniform recurrences. IPPS 1995: 229-233 - [c14]S. D. Kaushik, Chua-Huang Huang, J. Ramanujam, P. Sadayappan:
Multi-phase array redistribution: modeling and evaluation. IPPS 1995: 441-445 - [c13]Ashwath Thirumalai, J. Ramanujam:
Fast Address Sequence Generation for Data-Parallel Programs Using Integer Lattices. LCPC 1995: 191-208 - [c12]Ashwath Thirumalai, J. Ramanujam, Arun Venkatachar:
Communication Generation and Optimization for HPF. LCR 1995: 311-316 - [c11]J. Ramanujam, Amit Narayan:
Integrating Data Distribution and Loop Transformations. PP 1995: 668-673 - 1994
- [c10]J. Ramanujam:
Optimal Software Pipelining of Nested Loops. IPPS 1994: 335-342 - [c9]J. Ramanujam, Ashvin Mathew:
Analysis of Event Synchronization in Parallel Programs. LCPC 1994: 300-315 - 1992
- [j4]J. Ramanujam, P. Sadayappan:
Tiling Multidimensional Itertion Spaces for Multicomputers. J. Parallel Distributed Comput. 16(2): 108-120 (1992) - [c8]J. Ramanujam:
Non-Unimodular Transformations of Nested Loops. SC 1992: 214-223 - 1991
- [j3]J. Ramanujam, P. Sadayappan:
Compile-Time Techniques for Data Distribution in Distributed Memory Machines. IEEE Trans. Parallel Distributed Syst. 2(4): 472-482 (1991) - [c7]J. Ramanujam:
A Linear Algebraic View of Loop Transformations and Their Interaction. PP 1991: 543-548 - [c6]J. Ramanujam, P. Sadayappan:
Tiling multidimensional iteration spaces for nonshared memory machines. SC 1991: 111-120 - 1990
- [j2]Fikret Erçal, J. Ramanujam, P. Sadayappan:
Task Allocation onto a Hypercube by Recursive Mincut Bipartitioning. J. Parallel Distributed Comput. 10(1): 35-44 (1990) - [j1]P. Sadayappan, Fikret Erçal, J. Ramanujam:
Cluster partitioning approaches to mapping parallel programs onto a hypercube. Parallel Comput. 13(1): 1-16 (1990) - [c5]J. Ramanujam, P. Sadayappan:
Tiling of Iteration Spaces for Multicomputers. ICPP (2) 1990: 179-186
1980 – 1989
- 1989
- [c4]J. Ramanujam, P. Sadayappan:
A methodology for parallelizing programs for multicomputers and complex memory multiprocessors. SC 1989: 637-646 - 1988
- [c3]Fikret Erçal, J. Ramanujam, P. Sadayappan:
Task allocation onto a hypercube by recursive mincut bipartitioning. C³P 1988: 210-221 - [c2]J. Ramanujam, P. Sadayappan:
Optimization by neural networks. ICNN 1988: 325-332 - [c1]Ashok K. Goel, J. Ramanujam, P. Sadayappan:
Towards a 'neural' architecture for abductive reasoning. ICNN 1988: 681-688
Coauthor Index
[j33] [j32] [j31] [j29] [j28] [c67] [j27] [c63] [c58] [c57] [c56] [j26] [j25] [j22] [c54] [c53] [c50] [c49] [c48] [j21] [j20] [j19] [c47] [c45] [c44] [j18] [j17] [j16] [j15] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c35] [j13] [j12] [c34] [c33] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20]
P. Sadayappan
aka: Ponnuswamy Sadayappan
aka: Ponnuswamy Sadayappan
[c116] [j49] [c114] [c113] [c112] [c110] [j46] [j44] [j43] [c108] [c107] [i4] [i3] [i1] [j42] [j41] [c106] [c105] [c104] [j39] [c103] [c102] [e2] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c94] [c91] [c90] [c88] [c83] [c82] [c81] [c80] [j35] [c78] [c77] [j34] [c75] [c74] [e1] [j30] [c72] [c71] [c70] [c69] [c68] [c66] [c65] [c64] [c62] [c61] [c60] [c59] [c52] [c51] [j14] [j6] [c14] [j4] [j3] [c6] [j2] [j1] [c5] [c4] [c3] [c2] [c1]
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