Martha A. Kim

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Functional Language

Big Data Analytics

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

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)
Martha Barker, Stephen A. Edwards, Martha A. Kim
Synthesized Garbage Collection for FPGA Accelerators. FPGA (2022)
Martha Barker, Stephen A. Edwards, Martha A. Kim
Synthesized In-BramGarbage Collection for Accelerators with Immutable Memory. FPL (2022)
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) (2020)
Stephen A. Edwards, Richard Townsend, Martha Barker, Martha A. Kim
Compositional Dataflow Circuits. ACM Trans. Embed. Comput. Syst. 18 (1) (2019)
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)
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)
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. (7) (2019)
Andrea Lottarini, Alex Ramírez, Joel Coburn, Martha A. Kim, Parthasarathy Ranganathan, Daniel Stodolsky, Mark Wachsler
vbench: Benchmarking Video Transcoding in the Cloud. ASPLOS (2018)
Martha A. Kim, Yakun Sophia Shao
Hardware Acceleration. IEEE Micro 38 (6) (2018)
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)
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)
Richard Townsend, Martha A. Kim, Stephen A. Edwards
From functional programs to pipelined dataflow circuits. CC (2017)
Andrea Lottarini, Stephen A. Edwards, Kenneth A. Ross, Martha A. Kim
Network Synthesis for Database Processing Units. DAC (2017)
Bingyi Cao, Kenneth A. Ross, Stephen A. Edwards, Martha A. Kim
Deadlock-free joins in DB-mesh, an asynchronous systolic array accelerator. DaMoN (2017)
Yunsung Kim, Guilherme Cox, Martha A. Kim, Abhishek Bhattacharjee
Address Translation Design Tradeoffs for Heterogeneous Systems. CoRR (2017)
Thomas J. Repetti, João Pedro Cerqueira, Martha A. Kim, Mingoo Seok
Pipelining a triggered processing element. MICRO (2017)
Stephen A. Edwards, Richard Townsend, Martha A. Kim
Compositional dataflow circuits. MEMOCODE (2017)
Melanie Kambadur, Martha A. Kim
NRG-loops: adjusting power from within applications. CGO (2016)
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)
Lisa Wu, Andrea Lottarini, Timothy K. Paine, Martha A. Kim, Kenneth A. Ross
The Q100 Database Processing Unit. IEEE Micro 35 (3) (2015)
Kuangya Zhai, Richard Townsend, Lianne Lairmore, Martha A. Kim, Stephen A. Edwards
Hardware synthesis from a recursive functional language. CODES+ISSS (2015)
Bingyi Cao, Kenneth A. Ross, Martha A. Kim, Stephen A. Edwards
Implementing latency-insensitive dataflow blocks. MEMOCODE (2015)
Melanie Kambadur, Kui Tang, Martha A. Kim
ParaShares: Finding the Important Basic Blocks in Multithreaded Programs. Euro-Par (2014)
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) (2014)
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)
Lisa Wu, Raymond J. Barker, Martha A. Kim, Kenneth A. Ross
Hardware Partitioning for Big Data Analytics. IEEE Micro 34 (3) (2014)
Melanie Kambadur, Martha A. Kim
An experimental survey of energy management across the stack. OOPSLA (2014)
Van Bui, Martha A. Kim
The Cache and Codec Model for Storing and Manipulating Data. IEEE Micro 34 (4) (2014)
Lisa Wu, Raymond J. Barker, Martha A. Kim, Kenneth A. Ross
Navigating big data with high-throughput, energy-efficient data partitioning. ISCA (2013)
Melanie Kambadur, Kui Tang, Martha A. Kim
Parallel Block Vectors: Collection, Analysis, and Uses. IEEE Micro 33 (3) (2013)
Melanie Kambadur, Kui Tang, Joshua Lopez, Martha A. Kim
Parallel scaling properties from a basic block view. SIGMETRICS (2013)
Lisa Wu, Martha A. Kim, Stephen A. Edwards
Cache Impacts of Datatype Acceleration. IEEE Comput. Archit. Lett. 11 (1) (2012)
Melanie Kambadur, Tipp Moseley, Rick Hank, Martha A. Kim
Measuring interference between live datacenter applications. SC (2012)
Melanie Kambadur, Kui Tang, Martha A. Kim
Harmony: Collection and analysis of parallel block vectors. ISCA (2012)
Martha A. Kim, Stephen A. Edwards
Computation vs. Memory Systems: Pinning Down Accelerator Bottlenecks. ISCA Workshops (2010)