Publications

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Corresponding bibtex list 

3D-stacked 

  1. F. Sadi, Lawrence Pileggi and Franz Franchetti
    3D DRAM Based Application Specific Hardware Accelerator for SpMV
    High Performance Extreme Computing Conference (HPEC), 2016
  2. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  3. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013

Acceleration 

  1. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018
  2. F. Sadi, Lawrence Pileggi and Franz Franchetti
    3D DRAM Based Application Specific Hardware Accelerator for SpMV
    High Performance Extreme Computing Conference (HPEC), 2016
  3. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  4. Qi Guo, N. Alachiotis, Berkin Akin, F. Sadi, G. Xu, Tze-Meng Low, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    3D-Stacked Memory-Side Acceleration: Accelerator and System Design
    Proc. Workshop on Near Data Processing (WONDP), 2014
  5. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  6. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013

Algorithm theory and analysis 

  1. F. Sadi, Lawrence Pileggi and Franz Franchetti
    Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  2. F. Sadi, Berkin Akin, Thom Popovici, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Algorithm/Hardware Co-optimized SAR Image Reconstruction with 3D-stacked Logic in Memory
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014

Architecture 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013

Automatic generation 

  1. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012

Chip generator 

  1. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
    Journal of Signal Processing Systems, 2012

Design 

  1. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  2. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014
  3. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012

DRAM 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013

Energy-efficient 

  1. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  2. M. M. Sabry Aly, M. Gao, G. Hills, C.-S. Lee, G. Pitner, M. M. Shulaker, T. F. Wu, M. Asheghi, J. Bokor, Franz Franchetti, K. E. Goodson, C. Kozyrakis, I. Markov, K. Olukoton, Lawrence Pileggi, E. Pop, J. Rabaey, C. Re, H.-S. Wong and S. Mitra
    Energy-Efficient Abundant-Data Computing: The N3XT 1,000x
    Computer, Vol. 48, No. 12, pp. 24-33, 2015
  3. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  4. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Graphs 

  1. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018

Hardware 

  1. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018
  2. F. Sadi, Lawrence Pileggi and Franz Franchetti
    Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  3. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013
  4. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  5. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Intellectual Property (IP) 

  1. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014

Logic-in-memory 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  2. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  4. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012
  5. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
    Journal of Signal Processing Systems, 2012
  6. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  7. Qiuling Zhu, E. L. Turner, Christian Berger, Lawrence Pileggi and Franz Franchetti
    Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
    Proc. High Performance Extreme Computing (HPEC), 2011

Memory 

  1. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  2. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  3. Qi Guo, N. Alachiotis, Berkin Akin, F. Sadi, G. Xu, Tze-Meng Low, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    3D-Stacked Memory-Side Acceleration: Accelerator and System Design
    Proc. Workshop on Near Data Processing (WONDP), 2014
  4. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  5. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  6. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012
  7. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Merge parallelization 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019

Optimizing 

  1. F. Sadi, Lawrence Pileggi and Franz Franchetti
    Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017

Parallel Backprojection 

  1. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  2. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Polar format 

  1. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  2. Qiuling Zhu, E. L. Turner, Christian Berger, Lawrence Pileggi and Franz Franchetti
    Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
    Proc. High Performance Extreme Computing (HPEC), 2011

Scalable 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019
  2. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018

Security 

  1. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014

Sparse matrices 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019

Split fabrication 

  1. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014
  2. H. E. Sumbul, A. Patterson, A. Tazzoli, G. Feeder, Franz Franchetti, G. Piazza and Lawrence Pileggi
    Trusted Split-Fabrication System-on-Chip Design Technology and Methodology
    Proc. Government Applications & Critical Technology Conference (GOMACTech), 2013

SpMV 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019
  2. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018

SpMV Operation 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019

Synthesis 

  1. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  2. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012

Synthetic aperture radar 

  1. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
    Journal of Signal Processing Systems, 2012
  2. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  3. Qiuling Zhu, E. L. Turner, Christian Berger, Lawrence Pileggi and Franz Franchetti
    Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
    Proc. High Performance Extreme Computing (HPEC), 2011

System-on-chip 

  1. H. E. Sumbul, A. Patterson, A. Tazzoli, G. Feeder, Franz Franchetti, G. Piazza and Lawrence Pileggi
    Trusted Split-Fabrication System-on-Chip Design Technology and Methodology
    Proc. Government Applications & Critical Technology Conference (GOMACTech), 2013

Tomography 

  1. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  2. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012
Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007