Jack Sampson

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 50

Top Topics

Human Activity Recognition

Distributed Sensor Networks

Semantic Context

Top Venues

Publications

Sanaz Mahmoodi Takaghaj, Jack Sampson
Exemplar LCA-Decoder: A Scalable Framework for On-Chip Learning. CoRR (2024)
Philip Wootaek Shin, Jihyun Janice Ahn, Wenpeng Yin, Jack Sampson, Vijaykrishnan Narayanan
Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models. CoRR (2024)
Sanaz Mahmoodi Takaghaj, Jack Sampson
Rouser: Robust SNN training using adaptive threshold learning. CoRR (2024)
Kaiming Huang, Mathias Payer, Zhiyun Qian, Jack Sampson, Gang Tan, Trent Jaeger
Comprehensive Memory Safety Validation: An Alternative Approach to Memory Safety. IEEE Secur. Priv. 22 (4) (2024)
Cyan Subhra Mishra, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan, Chita R. Das
Usas: A Sustainable Continuous-Learning' Framework for Edge Servers. HPCA (2024)
Tianyi Shen, Cyan Subhra Mishra, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan
An Efficient Edge-Cloud Partitioning of Random Forests for Distributed Sensor Networks. IEEE Embed. Syst. Lett. 16 (1) (2024)
Kaiming Huang, Mathias Payer, Zhiyun Qian, Jack Sampson, Gang Tan, Trent Jaeger
Top of the Heap: Efficient Memory Error Protection for Many Heap Objects. CoRR (2023)
Kaiming Huang, Jack Sampson, Trent Jaeger
Assessing the Impact of Efficiently Protecting Ten Million Stack Objects from Memory Errors Comprehensively. SecDev (2023)
Ahmed Burak Gulhan, Gulsum Gudukbay Akbulut, Amit Amritkar, Jack Sampson, Vasant Honovar, Adam Focht, Chuck Pavloski, Mahmut T. Kandemir
License Forecasting and Scheduling for HPC. MASCOTS (2023)
Kaiming Huang, Yongzhe Huang, Mathias Payer, Zhiyun Qian, Jack Sampson, Gang Tan, Trent Jaeger
The Taming of the Stack: Isolating Stack Data from Memory Errors. NDSS (2022)
Saambhavi Baskaran, Mahmut Taylan Kandemir, Jack Sampson
An architecture interface and offload model for low-overhead, near-data, distributed accelerators. MICRO (2022)
Cyan Subhra Mishra, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan
Seeker: Synergizing Mobile and Energy Harvesting Wearable Sensors for Human Activity Recognition. CoRR (2022)
Cyan Subhra Mishra, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan
Origin: Enabling On-Device Intelligence for Human Activity Recognition Using Energy Harvesting Wireless Sensor Networks. DATE (2021)
Saambhavi Baskaran, Jack Sampson
Evaluation of Tradeoffs in the Design of FPGA Fabrics Using Electrostrictive 2-D FETs. IEEE Trans. Very Large Scale Integr. Syst. 29 (4) (2021)
Keni Qiu, Nicholas Jao, Kunyu Zhou, Yongpan Liu, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan
MaxTracker: Continuously Tracking the Maximum Computation Progress for Energy Harvesting ReRAM-based CNN Accelerators. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Huaipan Jiang, Haibo Zhang, Xulong Tang, Vineetha Govindaraj, Jack Sampson, Mahmut Taylan Kandemir, Danfeng Zhang
Fluid: a framework for approximate concurrency via controlled dependency relaxation. PLDI (2021)
Eric Homan, Chonghan Lee, Jack Sampson, John P. Sustersic, Vijaykrishnan Narayanan
DoubtNet: Using Semantic Context to Enable Adaptive Inference for the IoT. ISVLSI (2020)
Minli Julie Liao, Jack Sampson
Emerging memories as enablers for in-memory layout transformation acceleration and virtualization. ASP-DAC (2020)
Saambhavi Baskaran, Jack Sampson
Decentralized Offload-based Execution on Memory-centric Compute Cores. MEMSYS (2020)
Minli Julie Liao, Jack Sampson
D-SOAP: Dynamic Spatial Orientation Affinity Prediction for Caching in Multi-Orientation Memory Systems. MICRO (2020)
Keni Qiu, Nicholas Jao, Mengying Zhao, Cyan Subhra Mishra, Gulsum Gudukbay, Sethu Jose, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan
ResiRCA: A Resilient Energy Harvesting ReRAM Crossbar-Based Accelerator for Intelligent Embedded Processors. HPCA (2020)
Philip W. Shin, Jack Sampson, Vijaykrishnan Narayanan
Context-Aware Collaborative Object Recognition For Distributed Multi Camera Time Series Data. SoICT (2019)
Srivatsa Rangachar Srinivasa, Akshay Krishna Ramanathan, Xueqing Li, Wei-Hao Chen, Sumeet Kumar Gupta, Meng-Fan Chang, Swaroop Ghosh, Jack Sampson, Vijaykrishnan Narayanan
ROBIN: Monolithic-3D SRAM for Enhanced Robustness with In-Memory Computation Support. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2019)
Jinhang Choi, Zeinab Hakimi, Philip W. Shin, Jack Sampson, Vijaykrishnan Narayanan
Context-Aware Convolutional Neural Network over Distributed System in Collaborative Computing. DAC (2019)
Srivatsa Rangachar Srinivasa, Wei-Hao Chen, Yung-Ning Tu, Meng-Fan Chang, Jack Sampson, Vijaykrishnan Narayanan
Monolithic-3D Integration Augmented Design Techniques for Computing in SRAMs. ISCAS (2019)
Jinhang Choi, Srivatsa Rangachar Srinivasa, Yasuki Tanabe, Jack Sampson, Vijaykrishnan Narayanan
A Power-Efficient Hybrid Architecture Design for Image Recognition Using CNNs. ISVLSI (2018)
Jinhang Choi, Kevin M. Irick, Justin Hardin, Weichao Qiu, Alan L. Yuille, Jack Sampson, Vijaykrishnan Narayanan
Stochastic Functional Verification of DNN Design through Progressive Virtual Dataset Generation. ISCAS (2018)
Peter A. Zientara, Jack Sampson, Vijaykrishnan Narayanan
Noise Aware Power Adaptive Partitioned Deep Networks for Mobile Visual Assist Platforms. SoCC (2018)
Kaisheng Ma, Xueqing Li, Mahmut Taylan Kandemir, Jack Sampson, Vijaykrishnan Narayanan, Jinyang Li, Tongda Wu, Zhibo Wang, Yongpan Liu, Yuan Xie
NEOFog: Nonvolatility-Exploiting Optimizations for Fog Computing. ASPLOS (2018)
Kaisheng Ma, Jinyang Li, Xueqing Li, Yongpan Liu, Yuan Xie, Mahmut T. Kandemir, Jack Sampson, Vijaykrishnan Narayanan
IAA: Incidental Approximate Architectures for Extremely Energy-Constrained Energy Harvesting Scenarios using IoT Nonvolatile Processors. IEEE Micro 38 (4) (2018)
Peter A. Zientara, Jinhang Choi, Jack Sampson, Vijaykrishnan Narayanan
Drones as collaborative sensors for image recognition. ICCE (2018)
Sumitha George, Minli Julie Liao, Huaipan Jiang, Jagadish B. Kotra, Mahmut T. Kandemir, Jack Sampson, Vijaykrishnan Narayanan
MDACache: Caching for Multi-Dimensional-Access Memories. MICRO (2018)
Srivatsa Rangachar Srinivasa, Akshay Krishna Ramanathan, Xueqing Li, Wei-Hao Chen, Fu-Kuo Hsueh, Chih-Chao Yang, Chang-Hong Shen, Jia-Min Shieh, Sumeet Kumar Gupta, Meng-Fan Marvin Chang, Swaroop Ghosh, Jack Sampson, Vijaykrishnan Narayanan
A Monolithic-3D SRAM Design with Enhanced Robustness and In-Memory Computation Support. ISLPED (2018)
Jinhang Choi, Jack Sampson, Vijaykrishnan Narayanan
Heuristic Approximation of Early-Stage CNN Data Representation for Vision Intelligence Systems. ICCD (2018)
Kaisheng Ma, Xueqing Li, Jinyang Li, Yongpan Liu, Yuan Xie, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan
Incidental computing on IoT nonvolatile processors. MICRO (2017)
Kate D. Fischl, Kaitlin Lindsay Fair, Wei-Yu Tsai, Jack Sampson, Andreas G. Andreou
Path planning on the TrueNorth neurosynaptic system. ISCAS (2017)
Siddharth Advani, Peter A. Zientara, Nikhil Shukla, Ikenna Okafor, Kevin M. Irick, Jack Sampson, Suman Datta, Vijaykrishnan Narayanan
A Multitask Grocery Assist System for the Visually Impaired: Smart glasses, gloves, and shopping carts provide auditory and tactile feedback. IEEE Consumer Electron. Mag. 6 (1) (2017)
Kaisheng Ma, Minli Julie Liao, Xueqing Li, Zhixuan Huan, Jack Sampson
Evaluating tradeoffs in granularity and overheads in supporting nonvolatile execution semantics. ISQED (2017)
Hsiang-Yun Cheng, Jishen Zhao, Jack Sampson, Mary Jane Irwin, Aamer Jaleel, Yu Lu, Yuan Xie
LAP: Loop-Block Aware Inclusion Properties for Energy-Efficient Asymmetric Last Level Caches. ISCA (2016)
Wei-Yu Tsai, Davis R. Barch, Andrew S. Cassidy, Michael V. DeBole, Alexander Andreopoulos, Bryan L. Jackson, Myron D. Flickner, Dharmendra S. Modha, Jack Sampson, Vijaykrishnan Narayanan
LATTE: Low-power Audio Transform with TrueNorth Ecosystem. IJCNN (2016)
Yang Xiao, Siddharth Advani, Donghwa Shin, Naehyuck Chang, Jack Sampson, Vijaykrishnan Narayanan
A Saliency-Driven LCD Power Management System. IEEE Trans. Very Large Scale Integr. Syst. 24 (8) (2016)
Moon Seok Kim, William Cane-Wissing, Xueqing Li, Jack Sampson, Suman Datta, Sumeet Kumar Gupta, Vijaykrishnan Narayanan
Comparative Area and Parasitics Analysis in FinFET and Heterojunction Vertical TFET Standard Cells. ACM J. Emerg. Technol. Comput. Syst. 12 (4) (2016)
Hsiang-Yun Cheng, Matt Poremba, Narges Shahidi, Ivan Stalev, Mary Jane Irwin, Mahmut T. Kandemir, Jack Sampson, Yuan Xie
EECache: A Comprehensive Study on the Architectural Design for Energy-Efficient Last-Level Caches in Chip Multiprocessors. ACM Trans. Archit. Code Optim. 12 (2) (2015)
Kaisheng Ma, Yang Zheng, Shuangchen Li, Karthik Swaminathan, Xueqing Li, Yongpan Liu, Jack Sampson, Yuan Xie, Vijaykrishnan Narayanan
Architecture exploration for ambient energy harvesting nonvolatile processors. HPCA (2015)
Kevin M. Irick, Peter A. Zientara, Jack Sampson, Vijaykrishnan Narayanan
Cognitive cameras: Assistive vision systems. CASES (2015)
Siddharth Advani, Brigid Smith, Yasuki Tanabe, Kevin M. Irick, Matthew Cotter, Jack Sampson, Vijaykrishnan Narayanan
Visual co-occurrence network: using context for large-scale object recognition in retail. ESTIMedia (2015)
Siddharth Advani, Yasuki Tanabe, Kevin M. Irick, Jack Sampson, Vijaykrishnan Narayanan
A scalable architecture for multi-class visual object detection. FPL (2015)
Moon Seok Kim, William Cane-Wissing, Jack Sampson, Suman Datta, Vijaykrishnan Narayanan, Sumeet Kumar Gupta
Comparing Energy, Area, Delay Tradeoffs in Going Vertical with CMOS and Asymmetric HTFETs. ISVLSI (2015)
Hsiang-Yun Cheng, Jia Zhan, Jishen Zhao, Yuan Xie, Jack Sampson, Mary Jane Irwin
Core vs. uncore: the heart of darkness. DAC (2015)
Karthik Swaminathan, Jagadish Kotra, Huichu Liu, Jack Sampson, Mahmut T. Kandemir, Vijaykrishnan Narayanan
Thermal-Aware Application Scheduling on Device-Heterogeneous Embedded Architectures. VLSI Design (2015)
Chris S. Lee, Kevin M. Irick, Jack Sampson, Chuanjun Zhang, Vijaykrishnan Narayanan
Exploiting natural redundancy in visual information. ICCD (2014)
Qiaoshi Zheng, Nathan Goulding-Hotta, Scott Ricketts, Steven Swanson, Michael Bedford Taylor, Jack Sampson
Exploring Energy Scalability in Coprocessor-Dominated Architectures for Dark Silicon. ACM Trans. Embed. Comput. Syst. 13 (4s) (2014)
Matthew Cotter, Siddharth Advani, Jack Sampson, Kevin M. Irick, Vijaykrishnan Narayanan
A hardware accelerated multilevel visual classifier for embedded visual-assist systems. ICCAD (2014)
Karthik Swaminathan, Huichu Liu, Jack Sampson, Vijaykrishnan Narayanan
An examination of the architecture and system-level tradeoffs of employing steep slope devices in 3D CMPs. ISCA (2014)
Karthik Swaminathan, Huichu Liu, Xueqing Li, Moon Seok Kim, Jack Sampson, Vijaykrishnan Narayanan
Steep Slope Devices: Enabling New Architectural Paradigms. DAC (2014)
Karthik Swaminathan, Moon Seok Kim, Nandhini Chandramoorthy, Behnam Sedighi, Robert Perricone, Jack Sampson, Vijaykrishnan Narayanan
Modeling steep slope devices: From circuits to architectures. DATE (2014)
Anshuman Gupta, Jack Sampson, Michael Bedford Taylor
Quality Time: A simple online technique for quantifying multicore execution efficiency. ISPASS (2014)
Hsiang-Yun Cheng, Matthew Poremba, Narges Shahidi, Ivan Stalev, Mary Jane Irwin, Mahmut T. Kandemir, Jack Sampson, Yuan Xie
EECache: exploiting design choices in energy-efficient last-level caches for chip multiprocessors. ISLPED (2014)
Siddharth Advani, Nandhini Chandramoorthy, Karthik Swaminathan, Kevin M. Irick, Yong Cheol Peter Cho, Jack Sampson, Vijaykrishnan Narayanan
Refresh Enabled Video Analytics (REVA): Implications on power and performance of DRAM supported embedded visual systems. ICCD (2014)
Yang Xiao, Kevin M. Irick, Jack Sampson, Vijaykrishnan Narayanan, Chuanjun Zhang
A task-oriented vision system. ACM Great Lakes Symposium on VLSI (2014)
Anshuman Gupta, Jack Sampson, Michael Bedford Taylor
DR-SNUCA: An energy-scalable dynamically partitioned cache. ICCD (2013)
Anshuman Gupta, Jack Sampson, Michael Bedford Taylor
TimeCube: A manycore embedded processor with interference-agnostic progress tracking. ICSAMOS (2013)
Vasileios Kontorinis, Liuyi Eric Zhang, Baris Aksanli, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean M. Tullsen, Tajana Simunic Rosing
Managing distributed UPS energy for effective power capping in data centers. ISCA (2012)
Nathan Goulding-Hotta, Jack Sampson, Qiaoshi Zheng, Vikram Bhatt, Joe Auricchio, Steven Swanson, Michael Bedford Taylor
GreenDroid: An architecture for the Dark Silicon Age. ASP-DAC (2012)
Ganesh Venkatesh, Jack Sampson, Nathan Goulding-Hotta, Sravanthi Kota Venkata, Michael Bedford Taylor, Steven Swanson
QsCores: trading dark silicon for scalable energy efficiency with quasi-specific cores. MICRO (2011)
Nathan Goulding-Hotta, Jack Sampson, Ganesh Venkatesh, Saturnino Garcia, Joe Auricchio, Po-Chao Huang, Manish Arora, Siddhartha Nath, Vikram Bhatt, Jonathan Babb, Steven Swanson, Michael B. Taylor
The GreenDroid Mobile Application Processor: An Architecture for Silicon's Dark Future. IEEE Micro 31 (2) (2011)
Jack Sampson, Ganesh Venkatesh, Nathan Goulding-Hotta, Saturnino Garcia, Steven Swanson, Michael Bedford Taylor
Efficient complex operators for irregular codes. HPCA (2011)
Jack Sampson, Manish Arora, Nathan Goulding-Hotta, Ganesh Venkatesh, Jonathan Babb, Vikram Bhatt, Steven Swanson, Michael Bedford Taylor
An Evaluation of Selective Depipelining for FPGA-Based Energy-Reducing Irregular Code Coprocessors. FPL (2011)
Manish Arora, Jack Sampson, Nathan Goulding-Hotta, Jonathan Babb, Ganesh Venkatesh, Michael Bedford Taylor, Steven Swanson
Reducing the Energy Cost of Irregular Code Bases in Soft Processor Systems. FCCM (2011)
Nathan Goulding, Jack Sampson, Ganesh Venkatesh, Saturnino Garcia, Joe Auricchio, Jonathan Babb, Michael B. Taylor, Steven Swanson
GreenDroid: A mobile application processor for a future of dark silicon. Hot Chips Symposium (2010)
Ganesh Venkatesh, Jack Sampson, Nathan Goulding, Saturnino Garcia, Vladyslav Bryksin, Jose Lugo-Martinez, Steven Swanson, Michael Bedford Taylor
Conservation cores: reducing the energy of mature computations. ASPLOS (2010)
Weihaw Chuang, Satish Narayanasamy, Ganesh Venkatesh, Jack Sampson, Michael Van Biesbrouck, Gilles Pokam, Brad Calder, Osvaldo Colavin
Unbounded page-based transactional memory. ASPLOS (2006)
Jack Sampson, Rubén González, Jean-Francois Collard, Norman P. Jouppi, Michael S. Schlansker, Brad Calder
Exploiting Fine-Grained Data Parallelism with Chip Multiprocessors and Fast Barriers. MICRO (2006)
Erez Perelman, Marzia Polito, Jean-Yves Bouguet, Jack Sampson, Brad Calder, Carole Dulong
Detecting phases in parallel applications on shared memory architectures. IPDPS (2006)
Christophe Lemuet, Jack Sampson, Jean-Francois Collard, Norman P. Jouppi
Architecture - The potential energy efficiency of vector acceleration. SC (2006)
Jack Sampson, Rubén González, Jean-Francois Collard, Norman P. Jouppi, Michael S. Schlansker
Fast synchronization for chip multiprocessors. SIGARCH Comput. Archit. News 33 (4) (2005)
Jeremy Lau, Jack Sampson, Erez Perelman, Greg Hamerly, Brad Calder
The Strong correlation Between Code Signatures and Performance. ISPASS (2005)