Computation vs. Memory Systems: Pinning Down Accelerator Bottlenecks. - Martha A. Kim; Stephen A. Edwards (ISCA Workshops, 2010)

Retinal Oximetry Based on Nonsimultaneous Image Acquisition Using a Conventional Fundus Camera. - Sun Kwon Kim; Dong Myung Kim; Min Hee Suh; Martha A. Kim; Hee Chan Kim (IEEE Trans. Medical Imaging, 2011)

Harmony: Collection and analysis of parallel block vectors. - Melanie Kambadur; Kui Tang; Martha A. Kim (ISCA, 2012)

Measuring interference between live datacenter applications. - Melanie Kambadur; Tipp Moseley; Rick Hank; Martha A. Kim (SC, 2012)

Cache Impacts of Datatype Acceleration. - Lisa Wu 001; Martha A. Kim; Stephen A. Edwards (IEEE Comput. Archit. Lett., 2012)

Navigating big data with high-throughput, energy-efficient data partitioning. - Lisa Wu 001; Raymond J. Barker; Martha A. Kim; Kenneth A. Ross (ISCA, 2013)

Parallel scaling properties from a basic block view. - Melanie Kambadur; Kui Tang; Joshua Lopez; Martha A. Kim (SIGMETRICS, 2013)

Parallel Block Vectors: Collection, Analysis, and Uses. - Melanie Kambadur; Kui Tang; Martha A. Kim (IEEE Micro, 2013)

Q100: the architecture and design of a database processing unit. - Lisa Wu 001; Andrea Lottarini; Timothy K. Paine; Martha A. Kim; Kenneth A. Ross (ASPLOS, 2014)

ParaShares: Finding the Important Basic Blocks in Multithreaded Programs. - Melanie Kambadur; Kui Tang; Martha A. Kim (Euro-Par, 2014)

An experimental survey of energy management across the stack. - Melanie Kambadur; Martha A. Kim (OOPSLA, 2014)

The Cache and Codec Model for Storing and Manipulating Data. - Van Bui; Martha A. Kim (IEEE Micro, 2014)

Hardware Partitioning for Big Data Analytics. - Lisa Wu 001; Raymond J. Barker; Martha A. Kim; Kenneth A. Ross (IEEE Micro, 2014)

Energy Analysis of Hardware and Software Range Partitioning. - Lisa Wu 001; Orestis Polychroniou; Raymond J. Barker; Martha A. Kim; Kenneth A. Ross (ACM Trans. Comput. Syst., 2014)

Hardware synthesis from a recursive functional language. - Kuangya Zhai; Richard Townsend; Lianne Lairmore; Martha A. Kim; Stephen A. Edwards (CODES+ISSS, 2015)

Fast Computational GPU Design with GT-Pin. - Melanie Kambadur; Sunpyo Hong; Juan Cabral; Harish Patil; Chi-Keung Luk; Sohaib Sajid; Martha A. Kim (IISWC, 2015)

Implementing latency-insensitive dataflow blocks. - Bingyi Cao; Kenneth A. Ross; Martha A. Kim; Stephen A. Edwards (MEMOCODE, 2015)

The Q100 Database Processing Unit. - Lisa Wu 001; Andrea Lottarini; Timothy K. Paine; Martha A. Kim; Kenneth A. Ross (IEEE Micro, 2015)

NRG-loops: adjusting power from within applications. - Melanie Kambadur; Martha A. Kim (CGO, 2016)

From functional programs to pipelined dataflow circuits. - Richard Townsend; Martha A. Kim; Stephen A. Edwards (CC, 2017)

Network Synthesis for Database Processing Units. - Andrea Lottarini; Stephen A. Edwards; Kenneth A. Ross; Martha A. Kim (DAC, 2017)

Deadlock-free joins in DB-mesh, an asynchronous systolic array accelerator. - Bingyi Cao; Kenneth A. Ross; Stephen A. Edwards; Martha A. Kim (DaMoN, 2017)

Hotspot monitoring and Temperature Estimation with miniature on-chip temperature sensors. - Pavan Kumar Chundi; Yini Zhou; Martha A. Kim; Eren Kursun; Mingoo Seok (ISLPED, 2017)

Compositional dataflow circuits. - Stephen A. Edwards; Richard Townsend; Martha A. Kim (MEMOCODE, 2017)

Pipelining a triggered processing element. - Thomas J. Repetti; João Pedro Cerqueira; Martha A. Kim; Mingoo Seok (MICRO, 2017)

Compact and voltage-scalable sensor for accurate thermal sensing in dynamic thermal management. - Teng Yang; Pavan Kumar Chundi; Seongjong Kim; Eren Kursun; Martha A. Kim; Peter R. Kinget; Mingoo Seok (MWSCAS, 2017)

Address Translation Design Tradeoffs for Heterogeneous Systems. - Yunsung Kim; Guilherme Cox; Martha A. Kim; Abhishek Bhattacharjee (CoRR, 2017)

vbench: Benchmarking Video Transcoding in the Cloud. - Andrea Lottarini; Alex Ramírez; Joel Coburn; Martha A. Kim; Parthasarathy Ranganathan; Daniel Stodolsky; Mark Wachsler (ASPLOS, 2018)

Hardware Acceleration. - Martha A. Kim; Yakun Sophia Shao (IEEE Micro, 2018)

Master of none acceleration: a comparison of accelerator architectures for analytical query processing. - Andrea Lottarini; João Pedro Cerqueira; Thomas J. Repetti; Stephen A. Edwards; Kenneth A. Ross; Mingoo Seok; Martha A. Kim (ISCA, 2019)

Catena: A 0.5-V Sub-0.4-mW 16-Core Spatial Array Accelerator for Mobile and Embedded Computing. - Joao Pedro Cerqueira; Thomas J. Repetti; Yu Pu; Shivam Priyadarshi; Martha A. Kim; Mingoo Seok (VLSI Circuits, 2019)

Recursive Binary Neural Network Training Model for Efficient Usage of On-Chip Memory. - Tianchan Guan; Peiye Liu; Xiaoyang Zeng; Martha A. Kim; Mingoo Seok (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

Compositional Dataflow Circuits. - Stephen A. Edwards; Richard Townsend; Martha Barker; Martha A. Kim (ACM Trans. Embed. Comput. Syst., 2019)

Catena: A Near-Threshold, Sub-0.4-mW, 16-Core Programmable Spatial Array Accelerator for the Ultralow-Power Mobile and Embedded Internet of Things. - Joao Pedro Cerqueira; Thomas J. Repetti; Yu Pu; Shivam Priyadarshi; Martha A. Kim; Mingoo Seok (IEEE J. Solid State Circuits, 2020)

Synthesized Garbage Collection for FPGA Accelerators. - Martha Barker; Stephen A. Edwards; Martha A. Kim (FPGA, 2022)

Synthesized In-BramGarbage Collection for Accelerators with Immutable Memory. - Martha Barker; Stephen A. Edwards; Martha A. Kim (FPL, 2022)

Characterizing Training Performance and Energy for Foundation Models and Image Classifiers on Multi-Instance GPUs. - Connor Espenshade; Rachel Peng; Eumin Hong; Max Calman; Yue Zhu; Pritish Parida; Eun Kyung Lee; Martha A. Kim (EuroMLSys@EuroSys, 2024)