Lizy K. John

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 90

Top Venues

Publications

Bagus Hanindhito, Bhavesh Patel, Lizy K. John
Bandwidth Characterization of DeepSpeed on Distributed Large Language Model Training. ISPASS (2024)
Siddhartha Raman Sundara Raman, Lizy K. John, Jaydeep P. Kulkarni
SACHI: A Stationarity-Aware, All-Digital, Near-Memory, Ising Architecture. HPCA (2024)
Bagus Hanindhito, Lizy K. John
Accelerating ML Workloads using GPU Tensor Cores: The Good, the Bad, and the Ugly. ICPE (2024)
Zhigang Wei, Aman Arora, Lizy K. John
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis. CoRR (2023)
Fernando Mosquera, Krishna Kavi, Gayatri Mehta, Lizy K. John
Guard Cache: Creating False Cache Hits and Misses To Mitigate Side-Channel Attacks. SVCC (2023)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis A. Q. Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. 20 (4) (2023)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz Jr., Lizy K. John
ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. CoRR (2023)
Aman Arora, Andrew Boutros, Seyed Alireza Damghani, Karan Mathur, Vedant Mohanty, Tanmay Anand, Mohamed A. Elgammal, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios 2.0: Open-Source Deep Learning Benchmarks for FPGA Architecture and CAD Research. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Lizy K. John, Felipe M. G. França, Subhasish Mitra, Zachary Susskind, Priscila M. V. Lima, Igor D. S. Miranda, Eugene B. John, Diego L. C. Dutra, Maurício Breternitz
Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies. ICRC (2023)
Steffen Jensen, Jaekyu Lee, Dam Sunwoo, Matt Horsnell, Matthew Siggs, Jeeho Ryoo, Lizy K. John
Do Video Encoding Workloads Stress the Microarchitecture? IISWC (2023)
Dimitrios Gourounas, Bagus Hanindhito, Arash Fathi, Dimitar Trenev, Lizy K. John, Andreas Gerstlauer
FAWS: FPGA Acceleration of Large-Scale Wave Simulations. ASAP (2023)
Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA (2023)
Ruihao Li, Sanjana Yadav, Qinzhe Wu, Krishna Kavi, Gayatri Mehta, Neeraja J. Yadwadkar, Lizy K. John
Performance Implications of Async Memcpy and UVM: A Tale of Two Data Transfer Modes. IISWC (2023)
Zhigang Wei, Aman Arora, Ruihao Li, Lizy K. John
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis. ASAP (2023)
Aman Arora, Atharva Bhamburkar, Aatman Borda, Tanmay Anand, Rishabh Sehgal, Bagus Hanindhito, Pierre-Emmanuel Gaillardon, Jaydeep Kulkarni, Lizy K. John
CoMeFa: Deploying Compute-in-Memory on FPGAs for Deep Learning Acceleration. ACM Trans. Reconfigurable Technol. Syst. 16 (3) (2023)
Ruihao Li, Qinzhe Wu, Krishna Kavi, Gayatri Mehta, Neeraja J. Yadwadkar, Lizy K. John
NextGen-Malloc: Giving Memory Allocator Its Own Room in the House. HotOS (2023)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Josias S. A. Souza, Mugdha P. Jadhao, Luis A. Q. Villon, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
COIN: Combinational Intelligent Networks. ASAP (2023)
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
A conditional branch predictor based on weightless neural networks. Neurocomputing 555 (2023)
Fernando Mosquera, Krishna Kavi, Gayatri Mehta, Lizy K. John
Guard Cache: Creating Noisy Side-Channels. IEEE Comput. Archit. Lett. 22 (2) (2023)
Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John
PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. CoRR (2023)
Cory Davis, Patrick M. Stockton, Eugene B. John, Zachary Susskind, Lizy K. John
Characterization of Emerging AI Workloads: Neural Logic Machines and Graph Convolutional Networks. CSCI (2022)
Aman Arora, Moinak Ghosh, Samidh Mehta, Vaughn Betz, Lizy K. John
Tensor Slices: FPGA Building Blocks For The Deep Learning Era. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Aman Arora, Aatman Borda, Tanmay Anand, Bagus Hanindhito, Lizy K. John
MathRAMs: Configurable Fused Compute-Memory Blocks for FPGAs. FPGA (2022)
Aman Arora, Tanmay Anand, Aatman Borda, Rishabh Sehgal, Bagus Hanindhito, Jaydeep Kulkarni, Lizy K. John
CoMeFa: Compute-in-Memory Blocks for FPGAs. FCCM (2022)
Nikita Sharma, Ruihao Li, Qinzhe Wu, Lizy K. John
Performance Impact of NVMe-Over-TCP on HDFS Workloads. UCC (2022)
Qinzhe Wu, Lizy K. John
Performance of Java in Function-as-a-Service Computing. UCC (2022)
Zachary Susskind, Aman Arora, Igor Dantas dos Santos Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila Machado Vieira Lima, Felipe Maia Galvão França, Maurício Breternitz Jr., Lizy K. John
Weightless Neural Networks for Efficient Edge Inference. CoRR (2022)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Diego Leonel Cadette Dutra, Leandro Santiago de Araújo, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John, Maurício Breternitz
LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP (2022)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
Weightless Neural Networks for Efficient Edge Inference. PACT (2022)
Aman Arora, Tanmay Anand, Aatman Borda, Rishabh Sehgal, Bagus Hanindhito, Jaydeep Kulkarni, Lizy K. John
CoMeFa: Compute-in-Memory Blocks for FPGAs. CoRR (2022)
Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon, Igor D. S. Miranda, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Maurício Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. França
Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. ESANN (2022)
Pragnesh Patel, Aman Arora, Earl E. Swartzlander Jr., Lizy K. John
LogGen: A Parameterized Generator for Designing Floating-Point Logarithm Units for Deep Learning. ISQED (2022)
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz Jr., Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
A WiSARD-based conditional branch predictor. ESANN (2022)
Ruihao Li, Aman Arora, Sikan Li, Qinzhe Wu, Lizy K. John
Hardware-aware 3D Model Workload Selection and Characterization for Graphics and ML Applications. ISQED (2022)
Steffen Jensen, Jaekyu Lee, Dam Sunwoo, Matthew J. Horsnell, Lizy K. John
Microarchitectural Performance Evaluation of AV1 Video Encoding Workloads. ISPASS (2022)
Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John
Pruning Weightless Neural Networks. ESANN (2022)
Bagus Hanindhito, Dimitrios Gourounas, Arash Fathi, Dimitar Trenev, Andreas Gerstlauer, Lizy K. John
GAPS: GPU-acceleration of PDE solvers for wave simulation. ICS (2022)
Ruihao Li, Ke Liu, Xiaojun Cai, Mengying Zhao, Lizy K. John, Zhiping Jia
Improving CNN performance on FPGA clusters through topology exploration. SAC (2021)
Aman Arora, Samidh Mehta, Vaughn Betz, Lizy K. John
Tensor Slices to the Rescue: Supercharging ML Acceleration on FPGAs. FPGA (2021)
Aman Arora, Bagus Hanindhito, Lizy K. John
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs. CoRR (2021)
Zachary Susskind, Bryce Arden, Lizy K. John, Patrick Stockton, Eugene B. John
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization. CoRR (2021)
Aman Arora, Andrew Boutros, Daniel Rauch, Aishwarya Rajen, Aatman Borda, Seyed Alireza Damghani, Samidh Mehta, Sangram Kate, Pragnesh Patel, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research. FPL (2021)
Qinzhe Wu, Jonathan Beard, Ashen Ekanayake, Andreas Gerstlauer, Lizy K. John
Virtual-Link: A Scalable Multi-Producer Multi-Consumer Message Queue Architecture for Cross-Core Communication. IPDPS (2021)
Mochamad Asri, Dhairya Malhotra, Jiajun Wang, George Biros, Lizy K. John, Andreas Gerstlauer
Hardware Accelerator Integration Tradeoffs for High-Performance Computing: A Case Study of GEMM Acceleration in N-Body Methods. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Aman Arora, Bagus Hanindhito, Lizy K. John
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs. ACSCC (2021)
Aman Arora, Andrew Boutros, Daniel Rauch, Aishwarya Rajen, Aatman Borda, Seyed Alireza Damghani, Samidh Mehta, Sangram Kate, Pragnesh Patel, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research. CoRR (2021)
Qinzhe Wu, Jonathan Beard, Ashen Ekanayake, Andreas Gerstlauer, Lizy K. John
Virtual-Link: A Scalable Multi-Producer, Multi-Consumer Message Queue Architecture for Cross-Core Communication. CoRR (2020)
Harsh Gugale, Nagendra Gulur, Yashwant Marathe, Lizy K. John
ATTC (@C): Addressable-TLB based Translation Coherence. PACT (2020)
Steven Flolid, Emily Shriver, Zachary Susskind, Benjamin Thorell, Lizy K. John
SimTrace: Capturing over Time Program Phase Behavior. ISPASS (2020)
Aman Arora, Zhigang Wei, Lizy K. John
Hamamu: Specializing FPGAs for ML Applications by Adding Hard Matrix Multiplier Blocks. ASAP (2020)
Ruihao Li, Shuang Song, Qinzhe Wu, Lizy K. John
Accelerating Force-directed Graph Layout with Processing-in-Memory Architecture. HiPC (2020)
Snehil Verma, Qinzhe Wu, Bagus Hanindhito, Gunjan Jha, Eugene B. John, Ramesh Radhakrishnan, Lizy K. John
Demystifying the MLPerf Training Benchmark Suite. ISPASS (2020)
Aman Arora, Zhigang Wei, Lizy K. John
The Case for Hard Matrix Multiplier Blocks in an FPGA. FPGA (2020)
Jiajun Wang, Reena Panda, Lizy K. John
SelSMaP: A Selective Stride Masking Prefetching Scheme. ACM Trans. Archit. Code Optim. 15 (4) (2019)
Joseph Whitehouse, Qinzhe Wu, Shuang Song, Eugene John, Andreas Gerstlauer, Lizy K. John
A Study of Core Utilization and Residency in Heterogeneous Smart Phone Architectures. ICPE (2019)
Snehil Verma, Qinzhe Wu, Bagus Hanindhito, Gunjan Jha, Eugene B. John, Ramesh Radhakrishnan, Lizy K. John
Demystifying the MLPerf Benchmark Suite. CoRR (2019)
Jee Ho Ryoo, Lizy K. John, Arkaprava Basu
A Case for Granularity Aware Page Migration. ICS (2018)
Shuang Song, Xu Liu, Qinzhe Wu, Andreas Gerstlauer, Tao Li, Lizy K. John
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction. Proc. VLDB Endow. 12 (2) (2018)
Shuang Song, Xu Liu, Qinzhe Wu, Andreas Gerstlauer, Tao Li, Lizy K. John
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction. CoRR (2018)
Qinzhe Wu, Steven Flolid, Shuang Song, Junyong Deng, Lizy K. John
Invited Paper for the Hot Workloads Special Session Hot Regions in SPEC CPU2017. IISWC (2018)
Jee Ho Ryoo, Shuang Song, Lizy K. John
Puzzle Memory: Multifractional Partitioned Heterogeneous Memory Scheme. ICCD (2018)
Wooseok Lee, Reena Panda, Dam Sunwoo, José A. Joao, Andreas Gerstlauer, Lizy K. John
BUQS: Battery- and user-aware QoS scaling for interactive mobile devices. ASP-DAC (2018)
Reena Panda, Shuang Song, Joseph Dean, Lizy K. John
Wait of a Decade: Did SPEC CPU 2017 Broaden the Performance Horizon? HPCA (2018)
Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John
ComP-net: command processor networking for efficient intra-kernel communications on GPUs. PACT (2018)
Lizy K. John, Earl E. Swartzlander Jr.
Memristor-Based Computing. IEEE Micro 38 (5) (2018)
Reena Panda, Lizy K. John
HALO: A Hierarchical Memory Access Locality Modeling Technique For Memory System Explorations. ICS (2018)
Jee Ho Ryoo, Nagendra Gulur, Shuang Song, Lizy K. John
Rethinking TLB Designs in Virtualized Environments: A Very Large Part-of-Memory TLB. ISCA (2017)
Zhuoran Zhao, Andreas Gerstlauer, Lizy K. John
Source-Level Performance, Energy, Reliability, Power and Thermal (PERPT) Simulation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (2) (2017)
Maithili P. Gandhe, Lizy K. John, Andreas Gerstlauer
POWSER: A novel user-experience based power management metric. IGSC (2017)
Reena Panda, Xinnian Zheng, Jiajun Wang, Andreas Gerstlauer, Lizy K. John
Statistical Pattern Based Modeling of GPU Memory Access Streams. DAC (2017)
Wooseok Lee, Dam Sunwoo, Andreas Gerstlauer, Lizy K. John
Cloud-Guided QoS and Energy Management for Mobile Interactive Web Applications. MOBILESoft@ICSE (2017)
Seogoo Lee, Lizy K. John, Andreas Gerstlauer
High-level synthesis of approximate hardware under joint precision and voltage scaling. DATE (2017)
Xinnian Zheng, Haris Vikalo, Shuang Song, Lizy K. John, Andreas Gerstlauer
Sampling-based binary-level cross-platform performance estimation. DATE (2017)
Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John
GPU triggered networking for intra-kernel communications. SC (2017)
Yashwant Marathe, Nagendra Gulur, Jee Ho Ryoo, Shuang Song, Lizy K. John
CSALT: context switch aware large TLB. MICRO (2017)
Shuang Song, Raj Desikan, Mohamad Barakat, Sridhar Sundaram, Andreas Gerstlauer, Lizy K. John
Fine-Grain Program Snippets Generator for Mobile Core Design. ACM Great Lakes Symposium on VLSI (2017)
Jee Ho Ryoo, Mitesh R. Meswani, Andreas Prodromou, Lizy K. John
SILC-FM: Subblocked InterLeaved Cache-Like Flat Memory Organization. HPCA (2017)
Wooseok Lee, Dam Sunwoo, Christopher D. Emmons, Andreas Gerstlauer, Lizy K. John
Exploring Heterogeneous-ISA Core Architectures for High-Performance and Energy-Efficient Mobile SoCs. ACM Great Lakes Symposium on VLSI (2017)
Xinnian Zheng, Lizy K. John, Andreas Gerstlauer
LACross: Learning-Based Analytical Cross-Platform Performance and Power Prediction. Int. J. Parallel Program. 45 (6) (2017)
Seogoo Lee, Dongwook Lee, Kyungtae Han, Emily Shriver, Lizy K. John, Andreas Gerstlauer
Statistical quality modeling of approximate hardware. ISQED (2016)
Michael LeBeane, Brandon Potter, Abhisek Pan, Alexandru Dutu, Vinay Agarwala, Wonchan Lee, Deepak Majeti, Bibek Ghimire, Eric Van Tassell, Samuel Wasmundt, Brad Benton, Maurício Breternitz, Michael L. Chu, Mithuna Thottethodi, Lizy K. John, Steven K. Reinhardt
Extended task queuing: active messages for heterogeneous systems. SC (2016)
Jee Ho Ryoo, Mitesh R. Meswani, Reena Panda, Lizy K. John
POSTER: SILC-FM: Subblocked InterLeaved Cache-Like Flat Memory Organization. PACT (2016)
Xinnian Zheng, Lizy K. John, Andreas Gerstlauer
Accurate phase-level cross-platform power and performance estimation. DAC (2016)
Alexander C. Shulyak, Lizy K. John
Identifying performance bottlenecks in Hive: Use of processor counters. IEEE BigData (2016)
Mochamad Asri, Ardavan Pedram, Lizy K. John, Andreas Gerstlauer
Simulator calibration for accelerator-rich architecture studies. SAMOS (2016)
Jiajun Wang, Ahmed Khawaja, George Biros, Andreas Gerstlauer, Lizy K. John
Optimizing GPGPU Kernel Summation for Performance and Energy Efficiency. ICPP Workshops (2016)
Reena Panda, Xinnian Zheng, Shuang Song, Jee Ho Ryoo, Michael LeBeane, Andreas Gerstlauer, Lizy K. John
Genesys: Automatically generating representative training sets for predictive benchmarking. SAMOS (2016)
Shuang Song, Xinnian Zheng, Andreas Gerstlauer, Lizy K. John
Fine-grained power analysis of emerging graph processing workloads for cloud operations management. IEEE BigData (2016)
Muhammad Faisal Iqbal, Jim Holt, Jee Ho Ryoo, Gustavo de Veciana, Lizy K. John
Dynamic Core Allocation and Packet Scheduling in Multicore Network Processors. IEEE Trans. Computers 65 (12) (2016)
Shuang Song, Meng Li, Xinnian Zheng, Michael LeBeane, Jee Ho Ryoo, Reena Panda, Andreas Gerstlauer, Lizy K. John
Proxy-Guided Load Balancing of Graph Processing Workloads on Heterogeneous Clusters. ICPP (2016)
Xinnian Zheng, Pradeep Ravikumar, Lizy K. John, Andreas Gerstlauer
Learning-based analytical cross-platform performance prediction. SAMOS (2015)
Wooseok Lee, Youngchun Kim, Jee Ho Ryoo, Dam Sunwoo, Andreas Gerstlauer, Lizy K. John
PowerTrain: A learning-based calibration of McPAT power models. ISLPED (2015)
Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Jiangtao Xu, Lizy K. John, Lei Wang, Jianfeng Zhan
BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads. CoRR (2015)
Michael LeBeane, Shuang Song, Reena Panda, Jee Ho Ryoo, Lizy K. John
Data partitioning strategies for graph workloads on heterogeneous clusters. SC (2015)
Jee Ho Ryoo, Saddam Jamil Quirem, Michael LeBeane, Reena Panda, Shuang Song, Lizy K. John
GPGPU Benchmark Suites: How Well Do They Sample the Performance Spectrum? ICPP (2015)
Zhibin Yu, Lieven Eeckhout, Nilanjan Goswami, Tao Li, Lizy K. John, Hai Jin, Cheng-Zhong Xu, Junmin Wu
GPGPU-MiniBench: Accelerating GPGPU Micro-Architecture Simulation. IEEE Trans. Computers 64 (11) (2015)
Dongwook Lee, Taemin Kim, Kyungtae Han, Yatin Hoskote, Lizy K. John, Andreas Gerstlauer
Learning-Based Power Modeling of System-Level Black-Box IPs. ICCAD (2015)
Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Lizy K. John, Jiangtao Xu, Gang Lu, Lei Wang
BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads. BPOE (2015)
Dongwook Lee, Lizy K. John, Andreas Gerstlauer
Dynamic power and performance back-annotation for fast and accurate functional hardware simulation. DATE (2015)
Darshan Gandhi, Andreas Gerstlauer, Lizy K. John
FastSpot: Host-compiled thermal estimation for early design space exploration. ISQED (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lizy K. John