Ph. D. in Computer Science, Pennsylvania State University, Thesis: Communication Complexity of various VLSI Models

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1 February 3, 2015 CURRICULUM VITAE VIKTOR K. PRASANNA (V. K. PRASANNA KUMAR) Charles Lee Powell Chair in Engineering Professor of Electrical Engineering and Professor of Computer Science Ming Hsieh Department of Electrical Engineering, EEB-200C University of Southern California Los Angeles, CA Tel: +1 (213) Fax: +1 (213) Internet: WWW: prasanna Education Ph. D. in Computer Science, Pennsylvania State University, Thesis: Communication Complexity of various VLSI Models Advisor: Joseph Ja Ja. M.S. in Computer Science and Controls, School of Automation, Indian Institute of Science, Bangalore, India, B. S. in Electronics, Bangalore University, India, 1976, passed with highest distinction. Research Interests Parallel Architectures and Algorithms, High Performance Computing, Reconfigurable Computing, Supercomputing Applications, Smart Energy Systems. 1

2 Positions Held Director, Center for Energy Informatics, Viterbi School of Engineering, University of Southern California, Spring 10-present. Associate Director, Center for Interactive Smart Oilfield Technologies (CiSoft), Viterbi School of Engineering, University of Southern California, Spring 10- Spring 12. Executive Director, USC-Infosys Center for Advanced Software Technologies (CAST), Summer 08-present. Charles Lee Powell Chair in Engineering, Viterbi School of Engineering, University of Southern California, Fall 06-present. Professor, Computer Science Department, University of Southern California, Spring 00-present. Professor, Computer Engineering Division, Department of Electrical Engineering- Systems, University of Southern California, Fall 94-present. Associate member, Center for Applied Mathematical Sciences (CAMS), University of Southern California, Summer 98-present. Director, Computer Engineering Division, Department of Electrical Engineering- Systems, University of Southern California, Spring 94-Summer 98. Associate Professor, Computer Engineering Division, Department of Electrical Engineering-Systems, University of Southern California, Fall 89-Summer 94. Assistant Professor, Computer Engineering Division, Department of Electrical Engineering-Systems, University of Southern California, Fall 83-Summer 89. Senior Software Engineer, Processor Systems Limited, Refereed Journal Publications 1. Information Transfer in Distributed Computing with Applications to VLSI, with Joseph Ja Ja, JACM, pp , Jan Information Transfer Under Different Sets of Protocols, with Joseph Ja Ja and J. Simon, SIAM Journal on Computing, pp , Nov Distributed Program Reliability Analysis, with S. Hariri and C. S. Raghavendra, IEEE Transactions on Software Engineering, Vol. SE-12, No. 1, pp , Jan

3 4. Permutations on Illiac-IV Type Networks, with C. S. Raghavendra, IEEE Transactions on Computers, pp , July Array Processor with Multiple Broadcasting, with C. S. Raghavendra, Journal of Parallel and Distributed Computing, pp , April Reliability Analysis in Distributed Systems, with S. Hariri and C. S. Raghavendra, IEEE Transactions on Computers, pp , March Efficient Signal and Image Processing on a VLSI Array, with Sarma Sastry, IEEE Transactions on Circuits and Systems, Vol. 35, No. 9, pp , September An Efficient VLSI Architecture with Applications to Geometric Problems, with Hussein Alnuweiri, Parallel Computing 12, pp , On Mapping Algorithms to Linear and Fault Tolerant Systolic Arrays, with Yu-Chen Tsai, IEEE Transactions on Computers, pp , March Efficient Parallel Algorithms for Image Template Matching on Hypercube SIMD Arrays, with V. Krishnan, IEEE Transactions on PAMI, Vol. 11, No. 6, pp , June Data Movement for Image Template Matching on Hypercubes, with V. Krishnan, International Journal of Computer Systems Science and Engineering, Designing Linear Systolic Arrays, with Yu-Chen Tsai, Journal of Parallel and Distributed Computing, Vol. 7, pp , Optimal Image Computations on VLSI Arrays with Reduced Hardware, with Hussein Alnuweiri, IEEE Transactions on Circuits and Systems, Vol. 36, No. 10, pp , October Image Computations on Meshes with Multiple Broadcast, with D. Reisis, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 11, No. 11, pp , November A Note on the Linear Transformation Method for Systolic Array Design, with Wei-Ming Lin, IEEE Transactions on Computers, Vol. 39, pp , March Mapping Dynamic Programming onto Linear Array, with Yu-Chen Tsai, Journal of VLSI Signal Processing 1, pp , An Efficient Parallel Implementation of Rete Pattern Matching Algorithm, with Milind Mahajan, International Journal of Computer Systems Science and Engineering, Vol. 5, No. 3, pp , July Efficient Histogramming on Hypercube SIMD Machines, with Wei-Ming Lin, Computer Vision Graphics and Image Processing, Vol. 49, pp ,

4 19. Optimal VLSI Sorting with Reduced Number of Processors, with Hussein Alnuweiri, IEEE Transactions on Computers. Vol. 40, No. 1, pp , January Orthogonal Multiprocessor Sharing Memory with an Enhanced Mesh for Integrated Image Understanding, with Hussein Alnuweiri, Kai Hwang, and Dongseung Kim, Computer Vision, Graphics and Image Understanding, Vol. 53, No. 1, pp , January Fast Image Labelling Using Local Operators on Mesh Connected Computers, with Hussein Alnuweiri, in IEEE Trans. on PAMI, Vol. 13, No. 2, pp , February On Synthesizing an Optimal Family of Linear Systolic Arrays for Matrix Multiplication, with Yu-Chen Tsai, IEEE Transactions on Computers, Vol. 40, No. 6, pp , June Processor Time Optimal Parallel Algorithms for Digitized Images on Mesh Connected Processor Arrays, with Hussein Alnuweiri, Algorithmica 6, pp , Resource Requirements for Digital Computations on Electro-optical Systems, with Mary Eshaghian and D. K. Panda, Applied Optics, Vol. 30, No. 8, pp , March Optimal Geometric Algorithms on Scan Line Arrays and Fixed Size Linear Arrays, with Hussein Alnuweiri, Distributed Computing(5), pp , Algorithmic Mapping of Neural Network Models onto parallel SIMD Machines, with Wei-Ming Lin and K. Wojtek Przytula, IEEE Trans. on Computers, pp , December Perfect Latin Squares, with Kathy Heinrich and Kichul Kim, Discrete Applied Mathematics 37/38, pp , Parallel Implementations of Neural Networks, with Wei-Ming Lin and K. Wojtek Przytula, Journal of VLSI Signal Processing 4, pp , Parallel Algorithms for Robotics-A Survey, with Anil Rao, invited article, Computer Science and Informatics, Vol. 22, pp. 1-18, July Parallel Architectures and Algorithms for Image Labelling, with Hussein Alnuweiri, IEEE Trans. on PAMI, pp , October Implementation of Neural Networks on Massive Memory Organizations, with Manavendra Misra, IEEE Trans. on Circuits and Systems, Vol. 39, pp , July Parallel Orientation of Polygonal Parts, with Anil Rao, IEEE Trans. on Robotics and Automation, pp , October

5 33. Efficient VLSI Implementation of Iterative Solutions to Sparse Linear Systems, with David Nassimi and Manavendra Misra, Parallel Computing 19, pp , Latin Squares for Parallel Memory Access, with Kichul Kim, IEEE Transactions on Parallel and Distributed Systems, pp , April Mapping Stereo and Image Matching Algorithms onto Parallel Architectures, with Ashfaq Khokhar, Sadhana, Vol. 18, Part 2, pp , June Modular VLSI Architectures for Computing Arithmetic Fourier Transform, with Heonchul Park, IEEE Trans. on Signal Processing, pp , June Heterogeneous Computing: Challenges and Opportunities, with Ashfaq Khokhar, Muhammad Shaaban, Cho-Li Wang, IEEE Computer, pp , June Parallel Computations on Reconfigurable Meshes, with Russ Miller, D. Reisis, and Quentin Stout, IEEE Transactions on Computers, pp , June An O(1) time Optimal Algorithm for Multiplying Matrices on Reconfigurable Mesh, with Heonchul Park and Hyoung J Kim, Information Processing Letters, pp , August Area Efficient VLSI Architectures for Huffman Coding, with Heonchul Park, IEEE Trans. on Circuits and Systems II: Analog and Digital Signal Processing, pp , September Efficient Parallel Computations on the Reduced Mesh of Trees, with Hussein M. Alnuweiri, Journal of Parallel and Distributed Computing, pp , Feb Scalable Data Parallel Implementations of Object Recognition using Geometric Hashing, with Ashfaq Khokhar, Hyoung J. Kim and Cho-Li Wang, Journal of Parallel and Distributed Computing, March 1994, Special issue on Data Parallel Programming. 43. Tight bounds on Diameter of PEC Networks, with Cho-Chin Lin, Journal of Parallel and Distributed Computing, Vol. 29, pp. 1-16, An Efficient Algorithm for Histogramming on Reconfigurable Mesh, with Juwook Jang and Heonchul Park, IEEE Trans. on PAMI, Vol. 17, No. 2, February An Optimal Sorting Algorithm on Reconfigurable Mesh, with Ju-wook Jang, Journal of Parallel and Distributed Computing, Vol. 25, pp , Constant Time Solutions to Computational Geometry Problems on the Reconfigurable Mesh, with Ju-wook Jang, Madhusudan Nigam, and Sartaj Sahni, IEEE Transactions on Parallel and Distributed Systems, Vol. 8, No. 1, pp. 1-12, January

6 47. An optimal Multiplication Algorithm on Reconfigurable Mesh, with Ju-wook Jang and Heonchul Park, IEEE Trans. on Parallel and Distributed Systems, Vol. 8, No. 5, pp , May Parallel Algorithms for Perceptual Grouping on Distributed Memory Machines, with Yongwha Chung and Cho-Li Wang, Journal of Parallel and Distributed Computing, Vol. 50, pp , Synthesis of Area-Efficient and High-Throughput Rate Data Format Converters, with Jongwoo Bae, IEEE Transactions on VLSI Systems, Vol. 6, No. 4, pp , December Parallelizing Image Feature Extraction on Coarse-Grain Machines, with Yongwha Chung, IEEE Transactions on PAMI, Vol. 20, No. 12, pp , Designing Application Software for Embedded Signal Processing, with Wenheng Liu, IEEE Signal Processing, pp , September Efficient Algorithms for Block Cyclic Redistribution of Arrays, with Prashanth B. Bhat and Young Won Lim, Algorithmica, No. 24, pp , Parallel and VLSI Implementation of the Interior Point Algorithm, with M. Mesbahi and G. P. Papavassilopoulos, International Journal of Modeling and Simulation, Volume 19, Issue 4, October Adaptive Communication Algorithms for Distributed Heterogeneous Systems, with Prashanth B. Bhat and C. S. Raghavendra, Journal of Parallel and Distributed Computing, No. 59, pp , Efficient Algorithms for Block-Cyclic Array Redistribution between Processor Sets, with Neungsoo Park and C. S. Raghavendra, IEEE Transactions on Parallel and Distributed Systems, No. 12, pp , Block-Cyclic Redistribution over Heterogeneous Networks, with Prashanth B. Bhat and C. S. Raghavendra, Cluster Computing, Vol. 3, Number 1, pp , Parallel Implementation of a Class of Adaptive Signal Processing Applications, with Myungho Lee and Wenheng Liu, Algorithmica, No. 30, pp , Utilization-Based Techniques for Statically Mapping Real-Time Applications onto the HiPer-D Heterogeneous Computing System, with S. Ali, J. Kim, Y. Yu, S. Gundala, S. Gertphol, H.J. Siegel, and Anthony Maciejewski, Parallel and Distributed Computing Practices, Special Issue on Parallel Numeric Algorithms on Faster Computers, Vol. 5, No. 4, pp. 351-, April An Efficient Algorithm for Large-Scale Matrix Transposition, with Jinwoo Suh, IEEE Transactions on Computers, Vol. 52, No. 2, pp , April

7 60. Portable and Scalable Algorithm for Irregular All-to-All Communication, with Wenheng Liu and Cho-Li Wang, Journal of Parallel and Distributed Computing (JPDC), No. 62, pp , April Run-time Performance Optimization of an FPGA-based Deduction Engine for SAT Solvers, with A. Dandalis, ACM Transactions on Design Automation of Electronic Systems Special issue on PLDs, Vol. 7, Issue 4, pp , October Efficient Collective Communication in Distributed Heterogeneous Systems, with Prashanth B. Bhat and C. S. Raghavendra, Journal of Parallel and Distributed Computing (JPDC), No. 63, pp , Resource Allocation for Independent Real-Time Tasks in Heterogeneous Systems for Energy Minimization, with Yang Yu, Journal of Information Science and Engineering, Vol. 19, No. 3, May Tiling, Block Data Layout, and Memory Hierarchy Performance, with Neungsoo Park and Bo Hong, IEEE Transactions on Parallel and Distributed Systems, Vol. 14, Issue 7, pp , July Domain-Specific Modeling for Rapid Energy Estimation of Reconfigurable Architectures, with Seonil Choi, Ju-wook Jang, and Sumit Mohanty, Special Issue on Configurable Computing, Journal of Supercomputing, Kluwer, Volume 26, Issue 3, pp , November Issues in Designing Middleware for Wireless Sensor Networks, with Yang Yu and Bhaskar Krishnamachari, IEEE Networks, Special Issue on Middleware Technologies for Future Communication Networks, Vol. 18, No. 1, January Simulation of Adaptive Applications in Heterogeneous Computing Environments, with Bo Hong, Special Issue on Cluster/Grid Computing, International Journal of Computers and Applications, Vol 26, No. 3, A Hierarchical Model for Distributed Collaborative Computation in Wireless Sensor Networks, with Mitali Singh, International Journal of Foundations of Computer Science (IJFCS), Vol 15(3), June Dynamic Data Layouts for Cache-conscious Implementation of Signal Transforms, with Neungsoo Park, IEEE Transactions on Signal Processing, Volume: 52, Issue: 7, pp , July An Adaptive Cryptographic Engine for Internet Protocol Security Architectures, with Andreas Dandalis, ACM Transactions on Design Automation of Electronic Systems (TODAES), Vol. 9, Issue 3, pp , July Optimizing Graph Algorithms for Improved Cache Performance, with Joon- Sang Park and Michael Penner, IEEE Transactions on Parallel and Distributed Processing, Vol 15, No. 9, pp , September

8 72. Energy Efficient Application Design using FPGAs, with Sumit Mohanty, FPGA and Programmable Logic Journal, October Energy-Efficient Hardware/Software Co-Synthesis for a Class of Applications on Reconfigurable SoCs, with Jingzhao Ou and Seonil Choi, International Journal of Embedded Systems, Vol. 1, No. 1/2, pp , Energy-Balanced Task Allocation for Collaborative Processing in Wireless Sensor Networks. with Yang Yu, ACM/Kluwer Journal of Mobile Networks and Applications (MONET), special issue on Algorithmic Solutions for Wireless, Mobile, Ad Hoc and Sensor Networks, Vol. 10, No. 1, February On Communication Models for Algorithm Design for Networked Sensor Systems: A Case Study, with Yang Yu and Bo Hong, Elsevier Pervasive and Mobile Computing Journal, Vol. 1, No. 1, pp , March Energy-efficient Computations on FPGAs, The Journal of Supercomputing Vol. 32, No. 2, pp , May MIP Formulations for Robust Resource Allocation in Dynamic Real-Time Systems, with Sethavidh Gertphol, Journal of Systems and Software, special issue on Parallel and Distributed Real-Time Systems, Vol. 77, No. 1, pp , July Arithmetic-Level Instruction Based Energy Estimation for FPGA based Soft Processors, with Jingzhao Ou, Journal of Low Power Electronics (JOLPE), Vol. 1, No. 2, pp , August A Computationally Efficient Engine for Flexible Intrusion Detection, with Zachary K. Baker, IEEE Transactions on VLSI (TVLSI), Vol. 13, No. 10, pp , October Energy-Efficient Matrix Multiplication on FPGAs, with Ju-wook Jang and Seonil Choi, IEEE Transactions on VLSI (TVLSI), Vol. 13, No. 11, pp , November Configuration Compression for FPGA-based Embedded Systems, with A. Dandalis, IEEE Transactions on VLSI (TVLSI), Vol. 13, No. 12, pp , December Maximum Lifetime Data Sensing and Extraction in Energy Constrained Networked Sensor Systems, with Bo Hong, Journal of Parallel and Distributed Computing, Vol. 66, No. 4, pp , April Design Space Exploration using Arithmetic Level Hardware-Software Co-Simulation for Configurable Multi-Processor Platforms, with Jingzhao Ou, ACM Transactions on Embedded Computing Systems (TECS), Vol 5, pp , May

9 84. A Flexible Multi-Dimensional QoS performance Measure Framework for Distributed Heterogeneous Systems, with J-K. Kim, D. Hensgen, T. Kidd, H.J. Siegel, D. St. John, C. Irvine, T. Levin, and N.W. Porter, Cluster Computing, Special Issue on Cluster Computing in Science and Engineering, Vol. 9, No. 3, pp , July Cache-Friendly Implementations of Transitive Closure, with M. Penner, ACM Journal of Experimental Algorithmics, Vol. 11 No. 1.3, pp 1-25, September Automatic Synthesis of Efficient Intrusion Detection Systems on FPGAs, with Zachary K. Baker, IEEE Transactions on Dependable and Secure Computing, Vol. 3, No. 4, pp , October Energy Minimization for Real-Time Data Gathering in Wireless Sensor Networks, with Y. Yu, and B. Krishnamachari, IEEE Transactions on Wireless Communication, Vol. 5, Issue 11, pp , November Exploring Energy-Latency Tradeoffs for Data Gathering in Wireless Sensor Networks, with Yang Yu, IEEE Transaction on Wireless Communications, Vol. 5, Issue 11, pp. 7-11, November Fault-Tolerant Analysis for Multiple Servers Movie Retrieval Strategy for Distributed Multimedia Applications, with B. Veeravalli, and C. Y. Chen, Multimedia Tools and Applications (MTAP), Kluwer Academic, Vol. 32, pp. 1-27, January Sparse Matrix Computations on Reconfigurable Hardware, with Gerald R. Morris, IEEE Computer, Vol. 40, Issue 3, pp , March Scalable and Modular Algorithms for Floating-Point Matrix Multiplication on Reconfigurable Computing Systems, with Ling Zhuo, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 18, No. 4, pp , April A Model-based Extensible Design Framework for Efficient Application Design using FPGA, with Sumit Mohanty, ACM Transactions on Design Automation of Electronic Systems (TODAES), Vol. 12, No. 2, pp. 1-26, April A Window-assisted Video Partitioning Strategy for Partitioning and Caching Video Streams in Distributed Multimedia Systems, with X. Li and B. Veeravalli, Journal of Parallel and Distributed Computing (JPDC), Vol. 67, Issue 6, pp , June High-Performance Reduction Circuits Using Deeply Pipelined Operators on FP- GAs, with Ling Zhuo and Gerald R. Morris, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 18, No. 4, pp , October Adaptive Allocation of Independent Tasks to Maximize Throughput, with Bo Hong, IEEE Transactions on Parallel and Distributed Systems, Vol. 18, Issue 10, pp , October

10 96. Area-Efficient Evaluation of Arithmetic Expressions Using Deeply Pipelined Floating- Point Cores, with Ronald Scrofano and Ling Zhuo, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Vol. 16, Issue 2, pp , February Data Gathering with Tunable Compression in Sensor Networks, with Yang Yu and Bhaskar Krishnamachari, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 19, Issue 2, pp , February A Cooperative Management Scheme for Power Efficient Implementations of Real- Time Operating Systems on Soft Processors, with Jingzhao Ou, IEEE Transactions on Very Large Integration Systems (TVLSI), Vol. 16, Issue 1, pp , January A Pipelined-Loop-Compatible Architecture and Algorithm to Reduce Variable- Length Sets of Floating-Point Data on a Reconfigurable Computer, with Gerald R. Morris, Journal of Parallel and Distributed Computing (JPDC), Vol. 68, Issue 7, pp , July High-Performance Designs for Linear Algebra Operations on Reconfigurable Hardware, with Ling Zhuo, IEEE Transactions on Computers, Vol. 57, Issue 8, pp , August Scalable Hybrid Designs for Linear Algebra on Reconfigurable Computing Systems, with Ling Zhuo, IEEE Transactions on Computers, Vol. 57, Issue 12, pp , December Software Toolchain for Large-Scale RE-NFA Construction on FPGA, with Yi- Hua E. Yang, International Journal of Reconfigurable Computing, Vol. 2009, Article ID , January Sequence-Preserving Parallel IP Lookup using Multiple SRAM-based Pipelines, with W. Jiang, Journal of Parallel and Distributed Computing, Vol. 69, Issue 9, pp , September Parallel Exact Inference on the Cell Broadband Engine Processor, with Yinglong Xia, Journal of Parallel and Distributed Computing, Vol. 70, No. 5, pp , Parallel Evidence Propagation on Multicore Processors, with Yinglong Xia, Journal of Supercomputing, Springer, Scalable Node Level Computation Kernels for Parallel Exact Inference, with Yinglong Xia, IEEE Transactions on Computers, Vol. 59, No. 1, pp , January Energy-Efficient Task Mapping for Data-driven Sensor Network Macroprogramming, with Animesh Pathak, IEEE Transactions on Computers, Vol. 59, No. 7, pp , July

11 108. Querying Provenance in Distributed Environment, with Jing Zhao, Yogesh Simmhan, Karthik Gomadam, International Journal of Computers and Their Applications (IJCA), Special Issue on Scientific Workflows, Provenance and Their Applications, Vol. 18, No. 3, September A Semantic-based Approach for Handling Incomplete and Inaccurate Provenance in Reservoir Engineering, with Jing Zhao, Karthik Gomadam, International Journal of Semantic Computing, Vol. 5, Issue 04: , December High-Performance and Compact Architecture for Regular Expression Matching on FPGA, with Yi-Hua E. Yang, IEEE Transctions on Computers, 61(7): , July Scalable Tree-based Architectures for IPv4/v6 Lookup Using Prefix Partitioning, with Hoang Le, IEEE Transactions on Computers, 61(7): , July Distributed Evidence Propagation in Junction Trees on Clusters, with Yinglong Xia, IEEE Transactions on Parallel and Distributed Systems, 23(7): , July Scalable Packet Classification on FPGA, with Weirong Jiang, IEEE Transactions on VLSI, 20(9): , September Learning to Rank Complex Semantic Relationships, with Na Chen, International Journal on Semantic Web and Information Systems Special Issue on Mining Associations and Patterns from the Semantic Data, 8(4):1-19, Energy Management Systems: State of the Art and Emerging Trends, with Saima Aman and Yogesh Simmhan, IEEE Communications Magazine, 51(1): , IEEE, January Toward an Automatic Metadata Management Framework for Smart Oil Fields, with Charalampos Chelmis, Jing Zhao, Vikram Sorathia and Agarwal Suchindra, SPE Economics & Management, 5(1):33-43, January A Memory-Efficient and Modular Approach for Large-Scale String Pattern Matching, with Hoang Le, IEEE Transctions on Computers, 62(5): , May Cloud-based Software Platform for Data-Driven Smart Grid Management, with Yogesh Simmhan, Saima Aman, Alok Kumbhare, Rongyang Liu, Sam Stevens and Qunzhi Zhou, Computing in Science and Engineering, 15(4):38-47, IEEE and AIP, July/August An Empirical Analysis of Microblogging Behavior in the Enterprise, Social Networking Analysis and Mining, with Charalampos Chelmis, Springer Wien, 3(3): , September

12 120. Social Link Prediction in Online Social Tagging Systems, with Charalampos Chelmis, ACM Transactions on Information Systems, Vol. 31, Issue 4, No. 20, November Robust and Scalable String Pattern Matching for Deep Packet Inspection on Multi-core Processors, with Yi-Hua E. Yang, in IEEE Trans. on Distributed and Parallel Symposium, 24(11): , November Data Structure Optimization for Power-Efficient IP Lookup Architectures, with Weirong Jiang, in IEEE Transactions on Computers, 62(11): , November A Bag-of-semantics Model for Image Clustering, with Na Chen, The Visual Computer Journal, 29(11): , November Multi-core Implementation of Decomposition-based Packet Classification Algorithms, with Shijie Zhou and Yun Qu, Journal of Supercomputing, 69(1):34-42, May Holistic Measures for Evaluating Prediction Models in Smart Grids, with Saima Aman and Yogesh Simmhan, IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(2): , February Accepted Work 126. Semantic Social Network Analysis for the Enterprise, with Charalampos Chelmis, Hao Wu, Vikram Sorathia, Journal of Computing and Informatics, Special Issue on Computational Intelligence for Business Collaboration, High-performance and Dynamically Updatable Packet Classification Engine on FPGA, with Yun R. Qu, IEEE Transactions on Parallel and Distributed Systems (TPDS 14), December A Decomposition-based Approach for Scalable Many-field Packet Classification on Multi-core Processors, with Yun R. Qu and Shijie Zhou, International Journal of Parallel Programming (IJPP 14), December Reactive Resource Provisioning Heuristics for Dynamic Dataflows on Cloud Infrastructure, with Alok Kumbhare, Yogesh Simmhan and Marc Frincu, IEEE Transactions on Cloud Computing, Submitted Work 130. A Unified Framework for Fuzzy Ontology Integration, with Yinuo Zhang and Anand Panangadan, submitted to EAI Endorsed Transactions on Collaborative Computing (2014). 12

13 Invited Journal Publications 1. High Performance Computing for Vision, with Prashanth B. Bhat and Cho-Li Wang, invited article, Proceedings of IEEE, Vol. 84, No. 7, July Seeking Solutions in Configurable Computing, with William H. Mangione-Smith, Brad Hutchings, David Andrews, Andre DeHon, Carl Ebeling, Reiner Hartenstein, Oskar Mencer, John Morris, Krishna Palem, and Henk A. E. Spaanenburg, IEEE Computer, Vol. 30, No. 12, December Reconfigurable Computing: Architectures, Models and Algorithms, with Kiran Bondalapati, Current Science, Vol. 78, No. 7, April Reconfigurable Computing Systems, with Kiran Bondalapati, Proceedings of IEEE, Vol. 90, No. 7, pp , July Maximum Data Gathering in Networked Sensor Systems, with Bo Hong, International Journal of Distributed Sensor Networks, Vol. 1, No. 1, pp , January Books 1. Editor, Parallel Architectures and Algorithms for Image Understanding, Academic Press, Spring Editor, Proceedings of International Parallel Processing Symposium (IPPS 91), IEEE Computer Society Press, March Editor, Proceedings of International Parallel Processing Symposium (IPPS 92), IEEE Computer Society Press, March Co-Editor, Digital Parallel Implementations of Neural Networks, Prentice Hall, Spring Editor, Proceedings of International Parallel Processing Symposium (IPPS 93), IEEE Computer Society Press, April Co-Editor, Proceedings of IEEE/ACM International Workshop on Parallel Processing, Tata Mc-Graw Hill, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, December

14 9. Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. 1745, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. 1970, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 2228, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 2552, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 2913, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 3296, December Co-Editor, Proceedings of First IEEE International Conference on Distributed Computing in Sensor Systems, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 3560, June Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 3769, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 4297, December Information Processing and Routing in Wireless Sensor Networks, with Y. Yu and B. Krishnamachari, World Scientific, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 4873, December

15 22. Architecture-independent Programming for Wireless Sensor Networks, with A. Bakshi, Published by John Wiley & Sons, Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by Springer-Verlag, Lecture Notes in Computer Science, Vol. LNCS 5374, December Energy Efficient Hardware-Software Co-Synthesis Using Reconfigurable Hardware, with Jingzhao Ou, Published by Taylor and Francis, Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by IEEE, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by IEEE, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by IEEE, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by IEEE, December Co-Editor, Proceedings of IEEE/ACM International Conference on High Performance Computing, Published by IEEE, December Book Chapters 1. Distributed Program Reliability Analysis, with Salim Hariri and C. S. Raghavendra, in Tutorial: Advances in Distributed System Reliability, IEEE Computer Society Press, Image Computations on Fine Grain Electro Optical Arrays, with Mary Eshaghian in Parallel Techniques for Machine Intelligence, Laveen Kanal and P. S. Gopalakrishnan, eds., Springer Verlag, Image Processing on Reconfigurable Meshes, with Russ Miller, Dionisis Reisis, and Quentin Stout, in From Pixels to Features II, H. Burkhardt, ed., Intermediate Level Vision Analysis on Reconfigurable Mesh Architectures, with Russ Miller, Dionisis Reisis and Quentin Stout, in Parallel Architectures and Algorithms for Image Understanding, Academic Press, Image Computations on Reduced Processor Architectures, with Hussein Alnuweiri, in Parallel Architectures and Algorithms for Image Understanding, Academic Press, Implementation of Sparse Neural Networks on Fixed Size Arrays, with Manavendra Misra, in Parallel Algorithms and Architectures for DSP Applications, Magdy A. Bayoumi, Ed., Kluwer Academic Publishers,

16 7. Implementation of Neural Networks on Parallel Architectures, with Manavendra Misra, in Fast, Invariant, Dynamic and Parallel Intelligence, Branko Soucek, Ed., John Wiley and Sons Inc., Parallel Architectures and Algorithms for Consistent Labelling, with Wei-Ming Lin, in Parallel Processing for Artificial Intelligence, L. Kanal, V. Kumar, H. Kitano and C. Suttner, Eds., Elsevier Science Publisher, Parallelism for Image Understanding, with Cho-Li Wang, in Parallel and Distributed Computing Handbook, A. Zomaya, Ed., Mc-Graw Hill, Parallelizing Vision Computations on CM-5: Algorithms and Experiences, with Cho-Li Wang, in Parallel Algorithms for Irregular Problems: State of the art, Afonso Ferreira and Jose D. P. Rolim, Eds., Kluwer Academic Publishers, A Unified Approach for the Synthesis of Scalable and Testable Embedded Architectures, with P. B. Bhat, C. Aktouf, S. Gupta and M.A. Breuer, in Fault- Tolerant Parallel and Distributed Systems, Dimiter R. Avresky and David R. Kaeli, Eds., Kluwer Academic Publishers, System Level Energy Tradeoffs for Collaborative Computation in Wireless Networks, with Mitali Singh, in System-Level Power Optimization for Wireless Multimedia Communication, Power Aware Computing, Ramesh Karri and David Goodman Eds., Kluwer Academic Publishers, Power-Aware Embedded System Design Using MILAN Framework, with Amol Bakshi and Jingzhao Ou, in System-Level Power Optimization for Wireless Multimedia Communication, Power Aware Computing, Ramesh Karri and David Goodman Eds., Kluwer Academic Publishers, MILAN: A Design Environment for Latency and Energy Efficient Implementation of Adaptive Antenna Applications, with Sumit Mohanty and Jingzhao Ou, in Adaptive Antenna Arrays: Trends and Applications, Satish Chandran Ed., Springer, Bandwidth-Aware Resource Allocation for Heterogeneous Computing Systems to Maximize Throughput, with Bo Hong, in High Performance Computing: Paradigm and Infrastructure, Laurence T. Yang and Minyi Guo Eds., John Wiley & Sons Inc., Robust Communication Primitives for Wireless Sensor Networks, with Amol Bakshi, in Dependable Computing Systems: Paradigms, Performance Issues, and Applications, H. B. Diab and A. Y. Zomaya Eds., John Wiley & Sons Inc., Distributed Collaborative Computation in Wireless Sensor Systems, with M. Singh, in Handbook of Algorithms for Wireless Networking and Mobile Computing, edited by Azzedine Boukerche, CRC Press,

17 18. Cross-Layer Optimization for Energy-Efficient Information Processing and Routing, with Y. Yu, in Handbook of Algorithms for Wireless Networking and Mobile Computing, edited by Azzedine Boukerche, CRC Press, A Hierarchical Performance Model for Reconfigurable Computers, with R. Scrofano, in Handbook of Parallel Computing: Models, Algorithms and Applications, edited by Sanguthevar Rajasekaran and John Reif, CRC Press, High-Level Application Development for Sensor Networks: Data-Driven Approach, with Animesh Pathak, in Theoretical Aspects of Distributed Computing in Sensor Networks, edited by Sotiris Nikoletseas and Jose D.P. Rolim, Springer, Energy Efficient Internet Infrastructure, with Weirong Jiang, in Energy Efficient Distributed Computing, Albert Zomaya, et al. Eds., Wiley, Energy-Efficient Parallel Packet Forwarding, with Weirong Jiang, in Green IT: Technologies and Applications, edited by Jae H. Kim and Myung J. Lee, Springer, Semantic Information Integration for Smart Grid Applications, with Yogesh Simmhan, Qunzhi Zhou, in Green IT: Technologies and Applications, edited by Jae H. Kim and Myung J. Lee, Springer, Large-Scale Regular Expression Matching on FPGA, with Yi-Hua E. Yang, in CRC Handbook on Finite State Based Models and Applications, edited by Jiacun Wang, CRC Press, Energy Efficient Internet Infrastructure, with Weirong Jiang, in Energy Efficient Distributed Computing Systems, edited by Albert Y. Zomaya and Young- Choon Lee, Wiley, Enterprise Knowledge Preservation and Management, with Charalampos Chelmis, Vikram Sorathia. In Collaborative Communication Processes and Decision Making in Organizations, ed. Ephraim Nikoi and Kwasi Boateng, pp , Implementing Pointer Jumping for Exact Inference on Many-Core Systems, with Yinglong Xia, Nam Ma, in Scalable Computing and Communication: Theory and Practice, edited by S.U. Khan, A. Y. Zomaya, and L. Wang, John Wiley & Sons, Scheduling DAG Structured Computations, with Yinglong Xia, in Multicore Computing: Algorithms, Architectures, and Applications, edited by S. Rajasekaran, et. al., Chapman & Hall/CRC, Hardware Techniques for High-Performance Network Intrusion Detection, with Weirong Jiang, in The State of the Art in Intrusion Prevention and Detection, edited by Al-Sakib Khan Pathan, CRC PRESS. Jan

18 Accepted Work 30. Packet Classification on Multi-core Platforms, with Yun R. Qu, Shijie Zhou, in Handbook on Data Centers, edited by S. U. Khan and A. Y. Zoyama, Springer Publications in Refereed Meetings (Conferences, Symposia, Workshops) 1. Permutations on Illiac-IV Type Networks, with C. S. Raghavendra, International Conference on Parallel Processing, pp , August A VLSI based Multiprocessor System for Implementing Parallel Algorithms, with K. Hwang and P. S. Tseng, International Conference on Parallel Processing, pp , August Parallel Routing Algorithms for Illiac IV Type Networks, with C. S. Raghavendra, International Symposium on Parallel Computing, An Enhanced Mesh Connected VLSI Architecture for Parallel Image Processing, with C. S. Raghavendra, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp , Array Processor with Multiple Broadcasting, with C. S. Raghavendra, International Symposium on Computer Architecture, pp , Reliability Analysis in Distributed Systems, with S. Hariri and C. S. Raghavendra, International Conference on Distributed Computing Systems, pp , May Parallel Geometric Algorithms for Digitized Pictures on Mesh of Trees, with Mary M. Eshaghian, International Conference on Parallel Processing, pp , August An Efficient VLSI Architecture with Applications to Geometric Problems, with Hussein Alnuweiri, Annual Allerton Conference on Communications, Controls and Computing, A General Purpose VLSI Array for Efficient Signal and Image Processing, with Sarma Sastry, International Conference on Parallel Processing, pp , August Parallel Image Processing on Enhanced Arrays, with Dionisis Reisis, International Conference on Parallel Processing, pp , August Efficient Image Template Matching on Hypercube SIMD Arrays, with Venkatesh Krishnan, International Conference on Parallel Processing, pp , August

19 12. VLSI Arrays with Reconfigurable Buses, with Dionisis Reisis, International Conference on Supercomputing, Greece, pp , June Meshes with Reconfigurable Buses, with Russ Miller, Dionisis Reisis, and Quentin Stout. Proc. of MIT Conference on Advanced Research in VLSI, pp , March A Reduced Mesh of Trees for Efficient Solutions to Graph Problems, with Hussein Alnuweiri. Proc. of Princeton Conference on Computers and Information Sciences and Systems (CISS), March Image Computations Using Reconfigurable VLSI Arrays, with Russ Miller, D. Reisis, and Quentin Stout, Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp , Synthesizing Optimal Family of Linear Systolic Arrays for Matrix Oriented Computations, with Yu-Chen Tsai, International Conference on Systolic Arrays, Optimal Geometric Algorithms on Fixed Size Linear Arrays and Scan Line Arrays, with Hussein Alnuweiri, Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp , Mapping Two Dimensional Systolic Arrays to One Dimensional Arrays and Applications, with Yu-Chen Tsai, International Conference on Parallel Processing, Data Movement Using Reconfigurable VLSI Arrays, with Russ Miller, D. Reisis, and Quentin Stout, International Conference on Parallel Processing, Massively Parallel Architectures with Optical Interconnects, with Mary Eshaghian, International Topical Meeting on Optical Computing, August Mapping Algorithms to Linear Systolic Arrays for Wafer Scale Integration, with Yu-Chen Tsai, International Conference on Wafer Scale Integration, Optimal Geometric Algorithms for Digitized Pictures on an Optical Mesh, with Mary Eshaghian, Frontiers of Massively Parallel Computation, October An Electro-Optical Architecture for Solving General Sparse Linear Systems, with Mehrnoosh Mary Eshaghian and D. Tang, 1989 Topical Meeting on Optical Computing. 24. On the Hardware Requirement for Computing 2-D Image Convolution in Electro- Optical Systems, with Mehrnoosh Mary Eshaghian and D. K. Panda, 1989 Topical Meeting on Optical Computing. 25. An Efficient VLSI Implementation of Iterative Solutions to Sparse Linear Systems, with Manavendra Misra, International Conference on Systolic Arrays,

20 26. Perfect Latin Squares and Parallel Array Access, with Kichul Kim, International Symposium on Computer Architecture, pp , May Fine Grain Electro-Optical Arrays for Image Computations, with Mehrnoosh Mary Eshaghian, IEEE Annual Conference on Computer Vision and Pattern Recognition (CVPR), pp , June Parallel Memory Systems for Image Processing, with Kichul Kim, IEEE Annual Conference on Computer Vision and Pattern Recognition (CVPR), pp , June Fast Image Labelling Using Local Operators on Mesh Connected Processor Arrays, with Hussein Alnuweiri, International Conference on Parallel Processing, August Massive Memory Organizations for Implementing Neural Networks, with Manavendra Misra, IEEE International Conference on Pattern Recognition (ICPR), Optimal Image Algorithms on an Orthogonally-Connected Memory Architecture, with Hussein Alnuweiri, IEEE International Conference on Pattern Recognition (ICPR), An Efficient Mapping of Directed Graph Based Computations onto Hypercube SIMD Arrays and Applications, with Kichul Kim, International Conference on Parallel Processing, August Parallel Convexity Algorithms for Digitized Images on a Linear Array of Processors, with Hussein Alnuweiri, SIGAL International Symposium on Algorithms, August Algorithmic Mapping of Neural Network Models onto Parallel SIMD Machines, with K. Wojtek Przytula, International Conference on Application Specific Array Processors, September Partitioned Implementations of Neural Networks on Mesh Connected Array Processors, with Wei-Ming Lin and K. Wojtek Przytula, IEEE Workshop on VLSI Signal Processing, November Parallel Algorithms and Architectures for Discrete Relaxation Technique, with Wei-Ming Lin, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) VLSI Architectures for Real Time Vector Quantization, with Heonchul Park, IEEE International Symposium on Circuits and Systems (ISCAS), June VLSI Architectures for Computing the Arithmetic Fourier Transform, with Heonchul Park, ICASSP 91, June

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