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P Sadayappan

  • Adjunct Professor, Computer Science & Engineering
  • 591 Dreese Laboratories
    2015 Neil Ave
    Columbus, OH 43210
  • 614-292-0053

Honors

  • May, 2016

    Joel & Ruth Spira Excellence in Teaching Award.

  • April, 2015

    Outstanding Teaching Award.

  • January, 2008

    Outstanding Teaching Award.

  • January, 2008

    Lumley Research Award.

  • January, 2006

    Outstanding Service Award.

  • January, 2004

    Best Paper Award.

  • January, 2003

    Best Paper Award.

  • January, 2002

    Lumley Research Award.

  • January, 1999

    Outstanding Service Award.

  • January, 1997

    Lumley Research Award.

Journal Articles

2015

  • Venmugil Elango, Naser Sedaghati, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, Radu Teodorescu, P. Sadayappan, 2015, "On Using the Roofline Model with Lower Bounds on Data Movement." ACM Transactions on Architecture and Code Optimization 11, no. 4, 67:1-67:23 - 67:1-67:23.
  • Martin Kong, Antoniu Pop, Louis-Noël Pouchet, R. Govindarajan, Albert Cohen, P. Sadayappan, 2015, "Compiler/Runtime Framework for Dynamic Dataflow Parallelization of Tiled Programs." ACM Transactions on Architecture and Code Optimization 11, no. 4, 61:1-61:30 - 61:1-61:30.

2013

  • Park,Eunjung; Cavazos,John; Pouchet,Louis-Noel; Bastoul,Cedric; Cohen,Albert; Sadayappan,P, 2013, "Predictive Modeling in a Polyhedral Optimization Space." INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING 41, no. 5, 704-750 - 704-750.
  • Fauzia,Naznin; Elango,Venmugil; Ravishankar,Mahesh; Ramanujam,J; Rastello,Fabrice; Rountev,Atanas; Pouchet,Louis-Noel; Sadayappan,P, 2013, "Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential." ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION 10, no. 4, 53 - 53.

2012

  • Kevin Stock, Louis-Noël Pouchet, and P. Sadayappan, 2012, "Using machine learning to improve automatic vectorization." ACM Transactions on Architecture and Code Optimization 8, no. 4, 50 - 50.
  • Sadayappan, P.; Ramanujam, J., 2012, "Chairs' welcome." ACM SIGPLAN Notices 47, no. 8,

2011

  • Naga Vydyanathan, Ümit V. Çatalyürek, Tahsin M. Kurç, P Sadayappan, and Joel H. Saltz, 2011, "Optimizing latency and throughput of application workflows on clusters." Parallel Computing 37, no. 10-11, 694-712 - 694-712.

2009

  • Vydyanathan, N.; Krishnamoorthy, S.; Sabin, G. M.; Catalyurek, U. V.; Kurc, T.; Saltz, J. H.; Catalyurek, U. V.; Sadayappan, P.; Saltz, J. H., 2009, "An integrated approach to locality-conscious processor allocation and scheduling of mixed-parallel applications." IEEE Transactions on Parallel and Distributed Systems 20, no. 8, 1158-1172 - 1158-1172.

2006

  • Engelmann, C.; Scott, S.L.; Bernholdt, D.E.; Gottumukkala, N.R. et al., 2006, "MOLAR: Adaptive runtime support for high-end computing operating and runtime systems." Operating Systems Review (ACM) 40, no. 2, 63-72 - 63-72.

2004

  • Tseng, Y.C.; Lai, T.H.; Sadayappan, P.; Lin, Y.B., 2004, "Journal of information science and engineering: Foreword." Journal of Information Science and Engineering 20, no. 3,
  • Krishnamoorthy, S.; Baumgartner, G.; Cociorva, D.; Lam, C.C. et al., 2004, "Efficient parallel out-of-core matrix transposition." International Journal of High Performance Computing and Networking 2, no. 2-4, 110-119 - 110-119.
  • Srinivasan, S.; Krishnamoorthy, S.; Sadayappan, P., 2004, "Robust scheduling of moldable parallel jobs." International Journal of High Performance Computing and Networking 2, no. 2-4, 120-132 - 120-132.

1997

  • S. K. S. Gupta, C.-H. Huang, P. Sadayappan, and R. W. Johnson, 1997, "“A Technique for Overlapping Computation and Communication for Block Recursive Algorithms”." Concurrency: Practiceand Experience 9, no. 12,
  • C. Lam, C.-H. Huang and P. Sadayappan, 1997, "“Optimal Algorithms for All-to-all Complete Exchange on Rings and Tori"." Journal of Parallel and Distributed Computing 43, no. 1, 1-13 - 1-13.
  • C. Lam, P. Sadayappan and R. Wenger, 1997, "”On Optimizing a Class of Multi-Dimensional Loops with Reductions for Parallel Execution”." Parallel Processing Letters 7, no. 2, 157-168 - 157-168.

1996

  • Y. S. Choi-Grogan, K. Eswar, P. Sadayappan, and R. Lee, 1996, "“Sequential and Parallel Implementations of a Partitioning Finite Element Method,”." IEEE Transactions on Antennas and Propagation 44, no. 12, 1609-1616 - 1609-1616.

1995

  • Kumar, B.; Huang, C.H.; Sadayappan, P.; Johnsson, R.W., 1995, "A tensor product formulation of strassen’s matrix multiplication algorithm with memory reduction." Scientific Programming 4, no. 4, 275-289 - 275-289.
  • Kumar, B.; Huang, C.H.; Sadayappan, P.; Johnson, R.W., 1995, "A Tensor Product Formulation of Strassen’s Matrix Multiplication Algorithm with Memory Reduction." Scientific Programming 4, no. 4, 275-289 - 275-289.

1994

  • Gupta, S.K.S.; Huang, C.H.; Sadayappan, P.; Johnson, R.W., 1994, "Implementing fast Fourier transforms on distributed-memory multiprocessors using data redistributions." Parallel processing letters 4, no. 4, 477-488 - 477-488.

1993

  • Sharma, S.; Huang, C.H.; Sadayappan, P., 1993, "On Data Dependence Analysis for Compiling Programs on Distributed-Memory Machines (Extended Abstract)." ACM SIGPLAN Notices 28, no. 1, 13-16 - 13-16.

1992

  • Ramanujam, J.; Sadayappan, P., 1992, "Iteration Space Tiling for Distributed Memory Machines." Advances in Parallel Computing 3, no. C, 255-270 - 255-270.

1987

  • Sadayappan, P.; Ercal, F., 1987, "Nearest-Neighbor Mapping of Finite Element Graphs onto Processor Meshes." IEEE Transactions on Computers C-36, no. 12, 1408-1424 - 1408-1424.

1980

  • Bhatt, D.; Sadayappan, P.; Kieburtz, R.B.; Smith, D.R., 1980, "OPERATING SYSTEM KERNEL FOR A HIERARCHICAL MULTICOMPUTER.." Proceedings - IEEE Computer Society International Conference 665-672 - 665-672.

Presentations

  • "Domain-Specific Compiler Optimization for High-Performance Computing." 2011, Presented at Indian Institute of Technology, Bombay,
  • "Compiler optimization for high-performance computing." 2011, Presented at Indian Institute of Technology, Madras,
  • "Software Challenges for High Performance Computing." 2011, Presented at Indian Institute of Science, Bengaluru, India,
  • "Domain-Specific Frameworks for High-Performance Computing." 2011, Presented at Indian Association for the Cultivation of Science,
  • "Pattern-Based Compiler Optimization for Performance Portability." 2012, Presented at CNRS. Lyon, France,
  • "Domain-specific abstractions for performance portability." 2012, Presented at Imperial College, London,
  • "Domain-specific abstractions for performance portability." 2012, Presented at University of Illinois at Urbana-Champaign,
  • "Compiler Optmization for Heterogeneous Computing (Keynote)." 2011, Presented at Workshop on Characterizing Applications for Heterogeneous Exascale Systems (CACHES 2011),
  • "Tiling: Progress and Challenges." 2014, Presented at SIAM Parallel Processing Conference: MiniSymposium on Tiling,
  • "Distributed Contraction of Tensors." 2014, Presented at SIAM Parallel Processing: Workshop on Parallel Quantum Chemistry,
  • "Domain-Specific Abstractions for Compiler Optimization." 2014, Presented at Seminar at Stony Brook University,
  • "Challenges in Optimization of Stencil Computations." 2013, Presented at Workshop on Optimizing Stencil Computations (WOSC) 2013, help with OOPSLA/SPLASH 2013,
  • "Future Computational Challenges." 2014, Presented at Software Innovation Institute for Computational Chemistry and Materials Modeling,
  • "Domain-specific abstractions for compiler optimization." 2014, Presented at Seminar at University of Utah,
  • "Domain-Specific Abstractions for High-Performance Computing." 2012, Presented at Distinguished Seminar Series, Department of Computer Science, University of Illinois,

Papers in Proceedings

2017

  • Tavarageri, S.; Kim, W.; Torrellas, J.; Sadayappan, P. "Compiler Support for Software Cache Coherence." (2 2017).
  • Kunchum, R.; Chaudhry, A.; Sukumaran-Rajam, A.; Niu, Q. et al. "On improving performance of sparse matrix-matrix multiplication on GPUs." (6 2017).

2016

  • Timothy Carpenter, Fabrice Rastello, P Sadayappan, Anastasios Sidiropoulos "Brief Announcement: Approximating the I/O Complexity of One-Shot Red-Blue Pebbling." (7 2016).
  • Wenlei Bao, Sriram Krishnamoorthy, Louis-Noël Pouchet, Fabrice Rastello, P. Sadayappan "PolyCheck: dynamic verification of iteration space transformations on affine programs." (1 2016).
  • Compiler Support for Software Cache Coherence "Sanket Tavarageri, Wooil Kim, Josep Torrellas, P Sadayappan." (12 2016).

2015

  • Arafat, H.; Krishnamoorthy, S.; Sadayappan, P. "Checksumming Strategies for Data in Volatile Memories." (1 2015).
  • Naznin Fauzia, Louis-Noël Pouchet, P. Sadayappan "Characterizing and enhancing global memory data coalescing on GPUs." (2 2015).
  • Sedaghati, N.; Mu, T.; Pouchet, L.N.; Parthasarathy, S. et al. "Automatic selection of sparse matrix representation on GPUs." (6 2015).
  • Bao, W.; Tavarageri, S.; Ozguner, F.; Sadayappan, P. "PWCET: Power-Aware Worst Case Execution Time Analysis." (1 2015).
  • Tobias Grosser, Sebastian Pop, Louis-Noël Pouchet, P. Sadayappan, Sebastian Pop "Optimistic Delinearization of Parametrically Sized Arrays." (6 2015).
  • Naser Sedaghati, Te Mu, Louis-Noël Pouchet, Srinivasan Parthasarathy, P. Sadayappan "Automatic Selection of Sparse Matrix Representation on GPUs." (6 2015).
  • Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan "On Characterizing the Data Access Complexity of Programs." (1 2015).

2014

  • Arash Ashari, Naser Sedaghati, John Eisenlohr, Srinivasan Parthasarathy, P. Sadayappan: "Fast Sparse Matrix-Vector Multiplication on GPUs for Graph Applications." (11 2014).
  • Kamil, S.; Amarasinghe, S.; Sadayappan, P. "WOSC 2014: Second Workshop on Optimizing Stencil Computations." (1 2014).
  • Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan "On Characterizing the Data Movement Complexity of Computational DAGs for Parallel Execution." in SPAA 2014. (6 2014).

2013

  • Tavarageri, S.; Sadayappan, P. "A compiler analysis to determine useful cache size for energy efficiency." (1 2013).
  • Ye Wang, Srinivasan Parthasarathy, P. Sadayappan "Stratification driven placement of complex data: A framework for distributed data analytics." in ICDE 2013. (6 2013).

2012

  • Mahesh Ravishankar, John Eisenlohr, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, and P. Sadayappan "Code generation for parallel execution of a class of irregular loops on distributed memory systems." (11 2012).
  • Godwin, J.; Holewinski, J.; Sadayappan, P. "High-performance sparse matrix-vector multiplication on GPUs for structured grid computations." (3 2012).
  • Jun Shirako, Kamal Sharma, Naznin Fauzia, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan, and Vivek Sarkar "Analytical Bounds for Optimal Tile Size Selection." (3 2012).
  • Justin Holewinski, Ragavendar Ramamurthi, Mahesh Ravishankan, Naznin Fauzia, Louis-Noel Pouchet, Atanas Rountev, and P. Sadayappan "Dynamic Trace-Based Analysis of Vectorization Potential of Applications." (6 2012).
  • Sadayappan, P.; Ramanujam, J. "Chairs' Welcome." (3 2012).

2011

  • Minnich, R.G.; Janssen, C.L.; Krishnamoorthy, S.; Marquez, A. et al. "FOX: A fault-oblivious extreme scale execution environment." (12 2011).
  • Eunjung Park, Louis-Noël Pouchet, John Cavazos, Albert Cohen, P. Sadayappan "Predictive modeling in a polyhedral optimization space." in International Symposium on Code Generation and Optimization (CGO 2011). (4 2011).
  • Thomas Henretty, Kevin Stock, Louis-Noël Pouchet, Franz Franchetti, J. Ramanujam, P. Sadayappan "Data Layout Transformation for Stencil Computations on Short-Vector SIMD Architectures." in International Conference on Compiler Construction (CC 2011). (3 2011).
  • Naser Sedaghati, Renji Thomas, Louis-Noël Pouchet, Radu Teodorescu, and P. Sadayappan "StVEC: A Vector Instruction Extension for High Performance Stencil Computation." in PACT. (10 2011).
  • Minnich, R.G.; Janssen, C.L.; Krishnamoorthy, S.; Marquez, A. et al. "Fault oblivious eXascale whitepaper." (7 2011).

2010

  • Hartono, A.; Baskaran, M.M.; Ramanujam, J.; Sadayappan, P. "DynTile: Parametric tiled loop generation for parallel execution on multicore processors." (7 2010).
  • Leung, V.J.; Sabin, G.; Sadayappan, P. "Parallel job scheduling policies to improve fairness: A case study." (12 2010).
  • A. Hartono, M. Baskaran, J. Ramanujam, and P. Sadayappan "Parametric Tiled Loop Generation for Effective Parallel Execution on Multicore Processors." in Proc. 24th IEEE International Parallel and Distributed Processing Symposium (IPDPS). (1 2010).
  • Atanas Rountev, Kevin Van Valkenburgh, Dacong Yan, P. Sadayappan "Understanding parallelism-inhibiting dependences in sequential Java programs." in International Conference on Software Maintenance (ICSM 2010). (9 2010).
  • Dinan, J.; Singri, A.; Sadayappan, P.; Krishnamoorthy, S. "Selective recovery from failures in a task parallel programming model." (7 2010).

2009

  • Vijay S. Kumar, P. Sadayappan, Gaurang Mehta, Karan Vahi, Ewa Deelman, Varun Ratnakar, Jihie Kim, Yolanda Gil, Mary W. Hall, Tahsin M. Kurç, Joel H. Saltz "An integrated framework for performance-based optimization of scientific workflows." in Proceedings of the 18th ACM International Symposium on High Performance Distributed Computing, HPDC 2009. (6 2009).

2008

  • Dinan, J.; Krishnamoorthy, S.; Larkins, D.B.; Nieplocha, J. et al. "Scioto: A framework for global-view task parallelism." (11 2008).
  • Vydyanathant, N.; Catalyurek, U.; Kurc, T.; Sadayappan, P. et al. "A duplication based algorithm for optimizing latency under throughput constraints for streaming workflows." (11 2008).
  • U. Bondhugula, M. Baskaran, S. Krishnamoorthy, J. Ramanujam, A. Rountev and P. Sadayappan "Automatic transformations for communication-minimized parallelization and locality optimization in the polyhedral model." in International Conference on Compiler Construction(CC). (1 2008).
  • Lin, J.; Lu, Q.; Ding, X.; Zhang, Z. et al. "Gaining insights into multicore cache partitioning: Bridging the gap between simulation and real systems." (12 2008).
  • D. B. Larkins, J. Dinan, S. Krishnamoorthy, S. Parthasarathy, A. Rountev, and P. Sadayappan "“Global trees: a framework for linked data structures on distributed memory parallel systems”." in Proc. Supercomputing (SC). (11 2008).
  • G. Khanna, U. Catalyurek, T. Kurc, R. Kettimuthu, P. Sadayappan, I. Foster, J. H. Saltz "Using overlays for efficient data transfer over shared wide-area networks." in Proc. Supercomputing (SC). (11 2008).
  • Bondhugula, U.; Hartono, A.; Ramanujam, J.; Sadayappan, P. "A practical automatic polyhedral parallelizer and locality optimizer." (12 2008).

2007

  • Krishnamoorthy, S.; Catalyurek, U.; Nieplocha, J.; Rountev, A. et al. "A global address space framework for locality aware scheduling of block-sparse computations." (9 2007).
  • Diñan, J.; Olivier, S.; Sabin, G.; Prins, J. et al. "Dynamic load balancing of unbalanced computations using message passing." (9 2007).

2006

  • Krishnamoorthy, S.; Catalyurek, U.; Nieplocha, J.; Rountev, A. et al. "An extensible global address space framework with decoupled task and data abstractions." (1 2006).
  • Allam, A.; Ramanujam, J.; Baumgartner, G.; Sadayappan, P. "Memory minimization for tensor contractions using integer linear programming." (12 2006).
  • S. Krishnamoorthy, U. Catalyurek, J. Nieplocha, A. Rountev and P. Sadayappan "Hypergraph Partitioning for Automatic Memory Hierarchy Management." in Proc. Supercomputing (SC). (11 2006).
  • Vydyanathan, N.; Khanna, G.; Catalyurek, U.; Kurc, T. et al. "Scheduling of tasks with batch-shared I/O on heterogeneous systems." (1 2006).
  • Krishnamoorthy, S.; Catalyurek, U.; Nieplocha, J.; Sadayappan, P. "An approach to locality-conscious load balancing and transparent memory hierarchy management with a global-address-space parallel programming model." (1 2006).
  • Chaudhary, V.; Sadayappan, P. "Message from the CRTPC workshop co-chairs." (12 2006).

2005

  • Chaudhary, V.; Sadayappan, P. "Message from the CRTPC chairs." (12 2005).

2004

  • Lu, Q.; Wu, J.; Panda, D.; Sadayappan, P. "Applying MPI derived datatypes to the NAS benchmarks: A case study." (12 2004).

2003

  • M. Islam, P. Balaji, P. Sadayappan and D.K. Panda "QoPS: A QoS based scheme for Parallel Job Scheduling." in Proceedings of the Ninth Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP). (7 2003).

2002

  • Baumgartner, G.; Bernholdt, D.E.; Cociorva, D.; Harrison, R. et al. "A performance optimization framework for compilation of tensor contraction expressions into parallel." (1 2002).
  • S. Srinivasan, R. Kettimuthu, V. Subramani and P. Sadayappan "Selective Reservation Strategies for Backfill Job Scheduling." in Proc. of 8th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP). (7 2002).
  • S. Srinivasan, V. Subramani, R. Kettimuthu, P. Holenarsipur and P. Sadayappan "Effective Selection of Partition Sizes for Moldable Scheduling of Parallel Jobs." in Proc. Ninth Intl. Conf. on High Performance Computing (HiPC). (12 2002).
  • D. Cociorva, G. Baumgartner, C. Lam, P. Sadayappan, J. Ramanujam, M. Nooijen, D. Bernholdt, R. Harrison and R. Pitzer "A High-Level Approach to Synthesis of High-Performance Codes for Quantum Chemistry." in Proceedings of Supercomputing (SC). (11 2002).

2001

  • Buntinas, D.; Panda, D.K.; Sadayappan, P. "Performance benefits of NIC-based barrier on myrinet/GM." (1 2001).
  • Welsh, D.J.S.; Bedford, K.W.; Guo, Y.; Sadayappan, P. "A coupled wave, current, and sediment transport modeling system." (12 2001).
  • Amit Singhal, Mohammad Banikazemi, P. Sadayappan, and D. K. Panda "Efficient Multicast Algorithms for Heterogeneous Switch-based Irregular Networks of Workstations." in Proceedings of International Parallel and Distributed Processing Symposium (IPDPS). (4 2001).
  • Singhal, A.; Banikazemi, M.; Sadayappan, P.; Panda, D.K. "Efficient multicast algorithms for switch-based irregular heterogeneous networks of workstations." (1 2001).

2000

  • Lam, C.C.; Cociorva, D.; Baumgartner, G.; Sadayappan, P. "Optimization of memory usage requirement for a class of loops implementing multi-dimensional integrals." (1 2000).
  • Morgan, P.E.; Visbal, M.R.; Sadayappan, P. "Application of a parallel implicit Navier-Stokes solver to three dimensional viscous flows." (12 2000).

1997

  • Lam, C.C.; Sadayappan, P.; Wenger, R. "Optimal reordering and mapping of a class of nested-loops for parallel execution." (1 1997).

1996

  • Kaushik, S.D.; Huang, C.H.; Sadayappan, P. "Compiling array statements for efficient execution on distributed-memory machines: Two-level mappings." (1 1996).

1995

  • Kaushik, S.D.; Huang, C.H.; Ramanujam, J.; Sadayappan, P. "Multi-phase array redistribution: modeling and evaluation." (1 1995).
  • Eswar, K.; Huang, C.H.; Sadayappan, P. "On mapping data and computation for parallel sparse Cholesky factorization." (1 1995).
  • Kaushik, S.D.; Huang, C.H.; Sadayappan, P. "Incremental generation of index sets for array statement execution on distributed-memory machines." (1 1995).

1994

  • Gupat, S.K.S.; Huang, C.H.; Johnson, R.W.; Sadayappan, P. "Communication-efficient implementation of block recursive algorithms on distributed-memory machines." (12 1994).
  • Gupta, H.; Sadayappan, P. "Communication efficient matrix multiplication on hypercubes." (8 1994).
  • Kaushik, S.D.; Huang, C.H.; Johnson, R.W.; Sadayappan, P. "An approach to communication-efficient data redistribution." (7 1994).
  • Kumar, B.; Sadayappan, P.; Huang, C.H. "On sparse matrix reordering for parallel factorization." (7 1994).
  • Amin, A.; Sadayappan, P.; Gudavalli, M. "Clustered reduced communication element by element preconditioned conjugate gradient algorithm for finite element computations." (1 1994).

1993

  • Gupta, S.; Huang, C.H.; Sadayappan, P.; Johnson, R. "On the synthesis of parallel programs from tensor product formulas for block recursive algorithms." (1 1993).

1992

  • Amin, A.; Sadayappan, P.; Chaudhary, A. "Parallel ALPID-3D. A 3-D metal forming program for parallel computers." (6 1992).

1991

  • McMillan, S.; Orin, D.E.; Sadayappan, P. "Parallel real-time dynamic simulation of robots." (1 1991).

1990

  • Krothapalli, V.P.; Sadayappan, P. "Exploiting parallelism through run-time analysis on a vector processor." (1 1990).
  • Krothapalli, V.P.; Sadayappan, P. "Dynamic scheduling of DOACROSS loops for multiprocessors." (1 1990).

1988

  • Sadayappan, P.; Visvanathan, V. "Modeling and optimal scheduling of parallel sparse Gaussian elimination." (12 1988).
  • Ling, Y.L.C.; Sadayappan, P.; Olson, K.W.; Orlin, D.E. "VLSI ROBOTICS VECTOR PROCESSOR FOR REAL-TIME CONTROL.." (1 1988).
  • Krothapalli, V.P.; Sadayappan, P. "An approach to synchronization for parallel computing." (6 1988).
  • Sadayappan, P.; Visvanathan, V. "Parallelization and performance evaluation of circuit simulation on a shared-memory multiprocessor." (6 1988).
  • Ramanujam, J.; Sadayappan, P. "Optimization by neural networks." (12 1988).
  • Ercal, F.; Ramanujam, J.; Sadayappan, P. "Task allocation onto a hypercube by recursive mincut bipartitioning." (1 1988).
  • Sadayappan, P.; Visvanathan, V. "Comparative analysis of approaches to hardware acceleration for sparse-matrix factorization." (12 1988).
  • Goel, A.; Ramanujam, J.; Sadayappan, P. "Towards a 'neural' architecture for abductive reasoning." (12 1988).
  • Goel, A.; Sadayappan, P.; Josephson, J.R. "Concurrent synthesis of composite explanatory hypotheses." (12 1988).

1987

  • Sadayappan, P.; Ercal, F.; Martin, S. "MAPPING FINITE ELEMENT GRAPHS ONTO PROCESSOR MESHES.." (12 1987).
  • Sadayappan, P.; Visvanathan, V. "CIRCUIT SIMULATION ON A MULTIPROCESSOR.." (1 1987).
  • Ling, Y.L.C.; Olson, K.W.; Orin, D.E.; Sadayappan, P. "LAYERED RESTRUCTURABLE VLSI ARCHITECTURE FOR ROBOTIC CONTROL.." (12 1987).

1986

  • Ercal, F.; Sadayappan, P.; Schwan, K.; Weide, B. et al. "PARALLEL COMPUTERS FOR FINITE ELEMENT ANALYSIS.." (1 1986).

1985

  • Ashok, V.; Costello, R.; Sadayappan, P. "DISTRIBUTED DISCRETE EVENT SIMULATION USING DATAFLOW.." (12 1985).
  • Ashok, V.; Costello, V.A.; Sadayappan, P. "MODELING SWITCH-LEVEL SIMULATION USING DATA FLOW.." (12 1985).

1984

  • Sadayappan, P.; Smith, D.R. "TASK DISTRIBUTION ON A HIERARCHICAL MULTICOMPUTER.." (12 1984).