| 2026 | SP | CBUE: Conclusion Based Utility Evaluation for Differentially Private Categorical Data. | Furkan Sarikaya, Shaohua Lu, Johes Bater, Mark Hempstead |
| 2023 | ISPASS | Boreas: A Cost-Effective Mitigation Method for Advanced Hotspots using Machine Learning and Hardware Telemetry. | Maziar Amiraski, David Werner, Alexander Hankin, Julien Sebot, Kaushik Vaidyanathan, Mark Hempstead |
| 2022 | HPCA | Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation. | Liu Ke, Udit Gupta, Mark Hempstead, Carole-Jean Wu, Hsien-Hsin S. Lee, Xuan Zhang |
| 2022 | HPCA | NVMExplorer: A Framework for Cross-Stack Comparisons of Embedded Non-Volatile Memories. | Lillian Pentecost, Alexander Hankin, Marco Donato, Mark Hempstead, Gu-Yeon Wei, David Brooks |
| 2021 | ISPASS | Understanding Capacity-Driven Scale-Out Neural Recommendation Inference. | Michael Lui, Yavuz Yetim, zgr zkan, Zhuoran Zhao, Shin-Yeh Tsai, Carole-Jean Wu, Mark Hempstead |
| 2021 | ISPASS | Thermal-Aware Overclocking for Smartphones. | Guru Prasad Srinivasa, David Werner, Mark Hempstead, Geoffrey Challen |
| 2020 | FCCM | Early-stage Automated Identification Tool for Shared Accelerators. | Parnian Mokri, Mark Hempstead |
| 2020 | FPGA | Early-stage Automated Identification of Similar Hardware Implementations with Abstract-Syntax-Tree. | Parnian Mokri, Maziar Amiraskari, Yuelin Liu, Mark Hempstead |
| 2020 | HPCA | The Architectural Implications of Facebook's DNN-Based Personalized Recommendation. | Udit Gupta, Carole-Jean Wu, Xiaodong Wang, Maxim Naumov, Brandon Reagen, David Brooks, Bradford Cottel, Kim M. Hazelwood, Mark Hempstead, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang |
| 2020 | HPCA | SnackNoC: Processing in the Communication Layer. | Karthik Sangaiah, Michael Lui, Ragh Kuttappa, Baris Taskin, Mark Hempstead |
| 2020 | ICCAD | Early-stage Automated Accelerator Identification Tool for Embedded Systems with Limited Area. | Parnian Mokri, Mark Hempstead |
| 2020 | ISCA | RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. | Liu Ke, Udit Gupta, Benjamin Youngjae Cho, David Brooks, Vikas Chandra, Utku Diril, Amin Firoozshahian, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang, Brandon Reagen, Carole-Jean Wu, Mark Hempstead, Xuan Zhang |
| 2020 | ISPASS | C^2AFE: Capacity Curve Annotation and Feature Extraction for Shared Cache Analysis. | Cesar Gomes, Mark Hempstead |
| 2019 | ISPASS | Quantifying Process Variations and Its Impacts on Smartphones. | Guru Prasad Srinivasa, Scott Haseley, Geoffrey Challen, Mark Hempstead |
| 2018 | ICCD | Machine Learning on the Thermal Side-Channel: Analysis of Accelerator-Rich Architectures. | David Werner, Kyle Juretus, Ioannis Savidis, Mark Hempstead |
| 2018 | ISPASS | Towards Cross-Framework Workload Analysis via Flexible Event-Driven Interfaces. | Michael Lui, Karthik Sangaiah, Mark Hempstead, Baris Taskin |
| 2016 | ICCD | Algorithms for CPU and DRAM DVFS under inefficiency constraints. | Rizwana Begum, Mark Hempstead, Guru Prasad Srinivasa, Geoffrey Challen |
| 2015 | ICCAD | Uncore RPD: Rapid Design Space Exploration of the Uncore via Regression Modeling. | Karthik Sangaiah, Mark Hempstead, Baris Taskin |
| 2015 | ICCD | Power-agility metrics: Measuring dynamic characteristics of energy proportionality. | Rizwana Begum, Mark Hempstead |
| 2015 | ICCD | Combative cache efficacy techniques: Cache replacement in the context of independent prefetching in last level cache. | Cesar Gomes, Mark Hempstead |
| 2015 | ISPASS | Synchrotrace: synchronization-aware architecture-agnostic traces for light-weight multicore simulation. | Siddharth Nilakantan, Karthik Sangaiah, Ankit More, Giordano Salvador, Baris Taskin, Mark Hempstead |
| 2015 | VLSID | Can You Trust Your Memory Trace? A Comparison of Memory Traces from Binary Instrumentation and Simulation. | Siddharth Nilakantan, Scott Lerner, Mark Hempstead, Baris Taskin |
| 2015 | VLSID | Effects of Nondeterminism in Hardware and Software Simulation with Thread Mapping. | Giordano Salvador, Siddharth Nilakantan, Baris Taskin, Mark Hempstead, Ankit More |
| 2014 | ICCD | Static thread mapping for NoCs via binary instrumentation traces. | Giordano Salvador, Siddharth Nilakantan, Baris Taskin, Mark Hempstead, Ankit More |
| 2013 | ICCD | Characterizing the costs and benefits of hardware parallelism in accelerator cores. | Steven J. Battle, Mark Hempstead |
| 2013 | ICCD | Register allocation and VDD-gating algorithms for out-of-order architectures. | Steven J. Battle, Mark Hempstead |
| 2012 | HPCA | Flexible register management using reference counting. | Steven J. Battle, Andrew D. Hilton, Mark Hempstead, Amir Roth |
| 2011 | CASES | Evaluation of an accelerator architecture for speckle reducing anisotropic diffusion. | Siddharth Nilakantan, Srikanth Annangi, Nikhil Gulati, Karthik Sangaiah, Mark Hempstead |
| 2011 | HotOS | The Case for Power-Agile Computing. | Geoffrey Challen, Mark Hempstead |
| 2009 | CASES | An accelerator-based wireless sensor network processor in 130nm CMOS. | Mark Hempstead, Gu-Yeon Wei, David M. Brooks |
| 2008 | ISCAS | System design considerations for sensor network applications. | Mark Hempstead, Gu-Yeon Wei, David M. Brooks |
| 2006 | CASES | Architecture and circuit techniques for low-throughput, energy-constrained systems across technology generations. | Mark Hempstead, Gu-Yeon Wei, David M. Brooks |
| 2006 | SECON | A Realistic Power Consumption Model for Wireless Sensor Network Devices. | Qin Wang, Mark Hempstead, Woodward Yang |
| 2005 | ISCA | An Ultra Low Power System Architecture for Sensor Network Applications. | Mark Hempstead, Nikhil Tripathi, Patrick Mauro, Gu-Yeon Wei, David M. Brooks |
| 2005 | ISLPED | Power and thermal effects of SRAM vs. Latch-Mux design styles and clock gating choices. | Yingmin Li, Mark Hempstead, Patrick Mauro, David M. Brooks, Zhigang Hu, Kevin Skadron |
| 2004 | LCN | TinyBench: The Case For A Standardized Benchmark Suite for TinyOS Based Wireless Sensor Network Devices. | Mark Hempstead, Matt Welsh, David M. Brooks |
| 2004 | SENSYS | Simulating the power consumption of large-scale sensor network applications. | Victor Shnayder, Mark Hempstead, Bor-rong Chen, Geoffrey Werner-Allen, Matt Welsh |