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ORCIDMartha A. Kim
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- affiliation: Columbia University, New York City, USA
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2020 – today
- 2024
[c25]Connor Espenshade
, Rachel Peng, Eumin Hong, Max Calman, Yue Zhu, Pritish Parida, Eun Kyung Lee, Martha A. Kim:
Characterizing Training Performance and Energy for Foundation Models and Image Classifiers on Multi-Instance GPUs. EuroMLSys@EuroSys 2024: 47-55- 2022
- [c24]Martha Barker, Stephen A. Edwards, Martha A. Kim:
Synthesized Garbage Collection for FPGA Accelerators. FPGA 2022: 53 - [c23]Martha Barker, Stephen A. Edwards, Martha A. Kim:
Synthesized In-BramGarbage Collection for Accelerators with Immutable Memory. FPL 2022: 47-53 - 2020
- [j11]Joao Pedro Cerqueira, Thomas J. Repetti, Yu Pu, Shivam Priyadarshi, Martha A. Kim, Mingoo Seok:
Catena: A Near-Threshold, Sub-0.4-mW, 16-Core Programmable Spatial Array Accelerator for the Ultralow-Power Mobile and Embedded Internet of Things. IEEE J. Solid State Circuits 55(8): 2270-2284 (2020)
2010 – 2019
- 2019
- [j10]Tianchan Guan, Peiye Liu, Xiaoyang Zeng, Martha A. Kim, Mingoo Seok:
Recursive Binary Neural Network Training Model for Efficient Usage of On-Chip Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(7): 2593-2605 (2019) - [j9]Stephen A. Edwards, Richard Townsend, Martha Barker, Martha A. Kim:
Compositional Dataflow Circuits. ACM Trans. Embed. Comput. Syst. 18(1): 5:1-5:27 (2019) - [c22]Andrea Lottarini, João Pedro Cerqueira, Thomas J. Repetti, Stephen A. Edwards, Kenneth A. Ross, Mingoo Seok, Martha A. Kim:
Master of none acceleration: a comparison of accelerator architectures for analytical query processing. ISCA 2019: 762-773 - [c21]Joao Pedro Cerqueira, Thomas J. Repetti, Yu Pu, Shivam Priyadarshi, Martha A. Kim, Mingoo Seok:
Catena: A 0.5-V Sub-0.4-mW 16-Core Spatial Array Accelerator for Mobile and Embedded Computing. VLSI Circuits 2019: 54- - 2018
- [j8]Martha A. Kim, Yakun Sophia Shao:
Hardware Acceleration. IEEE Micro 38(6): 6-7 (2018) - [c20]Andrea Lottarini, Alex Ramírez, Joel Coburn, Martha A. Kim, Parthasarathy Ranganathan, Daniel Stodolsky, Mark Wachsler:
vbench: Benchmarking Video Transcoding in the Cloud. ASPLOS 2018: 797-809 - 2017
- [c19]Richard Townsend, Martha A. Kim, Stephen A. Edwards:
From functional programs to pipelined dataflow circuits. CC 2017: 76-86 - [c18]Andrea Lottarini, Stephen A. Edwards, Kenneth A. Ross, Martha A. Kim:
Network Synthesis for Database Processing Units. DAC 2017: 90:1-90:6 - [c17]Bingyi Cao, Kenneth A. Ross, Stephen A. Edwards, Martha A. Kim:
Deadlock-free joins in DB-mesh, an asynchronous systolic array accelerator. DaMoN 2017: 5:1-5:8 - [c16]Pavan Kumar Chundi, Yini Zhou, Martha A. Kim, Eren Kursun, Mingoo Seok:
Hotspot monitoring and Temperature Estimation with miniature on-chip temperature sensors. ISLPED 2017: 1-6 - [c15]Stephen A. Edwards, Richard Townsend, Martha A. Kim:
Compositional dataflow circuits. MEMOCODE 2017: 175-184 - [c14]Thomas J. Repetti, João Pedro Cerqueira, Martha A. Kim, Mingoo Seok:
Pipelining a triggered processing element. MICRO 2017: 96-108 - [c13]Teng Yang, Pavan Kumar Chundi, Seongjong Kim, Eren Kursun, Martha A. Kim, Peter R. Kinget, Mingoo Seok:
Compact and voltage-scalable sensor for accurate thermal sensing in dynamic thermal management. MWSCAS 2017: 33-36 - [i1]Yunsung Kim, Guilherme Cox, Martha A. Kim, Abhishek Bhattacharjee:
Address Translation Design Tradeoffs for Heterogeneous Systems. CoRR abs/1707.09450 (2017) - 2016
- [c12]Melanie Kambadur, Martha A. Kim:
NRG-loops: adjusting power from within applications. CGO 2016: 206-215 - 2015
- [j7]Lisa Wu, Andrea Lottarini, Timothy K. Paine, Martha A. Kim, Kenneth A. Ross:
The Q100 Database Processing Unit. IEEE Micro 35(3): 34-46 (2015) - [c11]Kuangya Zhai, Richard Townsend, Lianne Lairmore, Martha A. Kim, Stephen A. Edwards:
Hardware synthesis from a recursive functional language. CODES+ISSS 2015: 83-93 - [c10]Melanie Kambadur, Sunpyo Hong, Juan Cabral, Harish Patil, Chi-Keung Luk, Sohaib Sajid, Martha A. Kim:
Fast Computational GPU Design with GT-Pin. IISWC 2015: 76-86 - [c9]Bingyi Cao, Kenneth A. Ross, Martha A. Kim, Stephen A. Edwards:
Implementing latency-insensitive dataflow blocks. MEMOCODE 2015: 179-187 - 2014
- [j6]Lisa Wu, Raymond J. Barker, Martha A. Kim, Kenneth A. Ross:
Hardware Partitioning for Big Data Analytics. IEEE Micro 34(3): 109-119 (2014) - [j5]Van Bui, Martha A. Kim:
The Cache and Codec Model for Storing and Manipulating Data. IEEE Micro 34(4): 28-35 (2014) - [j4]Lisa Wu, Orestis Polychroniou, Raymond J. Barker, Martha A. Kim, Kenneth A. Ross:
Energy Analysis of Hardware and Software Range Partitioning. ACM Trans. Comput. Syst. 32(3): 8:1-8:24 (2014) - [c8]Lisa Wu, Andrea Lottarini, Timothy K. Paine, Martha A. Kim, Kenneth A. Ross:
Q100: the architecture and design of a database processing unit. ASPLOS 2014: 255-268 - [c7]Melanie Kambadur, Kui Tang, Martha A. Kim:
ParaShares: Finding the Important Basic Blocks in Multithreaded Programs. Euro-Par 2014: 75-86 - [c6]Melanie Kambadur, Martha A. Kim:
An experimental survey of energy management across the stack. OOPSLA 2014: 329-344 - 2013
- [j3]Melanie Kambadur, Kui Tang, Martha A. Kim:
Parallel Block Vectors: Collection, Analysis, and Uses. IEEE Micro 33(3): 86-94 (2013) - [c5]Lisa Wu, Raymond J. Barker, Martha A. Kim, Kenneth A. Ross:
Navigating big data with high-throughput, energy-efficient data partitioning. ISCA 2013: 249-260 - [c4]Melanie Kambadur, Kui Tang, Joshua Lopez, Martha A. Kim:
Parallel scaling properties from a basic block view. SIGMETRICS 2013: 365-366 - 2012
- [j2]Lisa Wu, Martha A. Kim, Stephen A. Edwards:
Cache Impacts of Datatype Acceleration. IEEE Comput. Archit. Lett. 11(1): 21-24 (2012) - [c3]Melanie Kambadur, Kui Tang, Martha A. Kim:
Harmony: Collection and analysis of parallel block vectors. ISCA 2012: 452-463 - [c2]Melanie Kambadur, Tipp Moseley, Rick Hank, Martha A. Kim:
Measuring interference between live datacenter applications. SC 2012: 51 - 2011
- [j1]Sun Kwon Kim, Dong Myung Kim, Min Hee Suh, Martha A. Kim, Hee Chan Kim:
Retinal Oximetry Based on Nonsimultaneous Image Acquisition Using a Conventional Fundus Camera. IEEE Trans. Medical Imaging 30(8): 1577-1580 (2011) - 2010
- [c1]Martha A. Kim, Stephen A. Edwards:
Computation vs. Memory Systems: Pinning Down Accelerator Bottlenecks. ISCA Workshops 2010: 86-98
Coauthor Index
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