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Lifeng Nai
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GraphPIM: Enabling instruction-level pim offloading in graph computing frameworks
L Nai, R Hadidi, J Sim, H Kim, P Kumar, H Kim
High Performance Computer Architecture (HPCA), 2017 IEEE International …, 2017
3232017
GraphBIG: understanding graph computing in the context of industrial solutions
L Nai, Y Xia, IG Tanase, H Kim, CY Lin
Proceedings of the International Conference for High Performance Computing …, 2015
1762015
LDBC Graphalytics: A benchmark for large-scale graph analysis on parallel and distributed platforms
A Iosup, T Hegeman, WL Ngai, S Heldens, A Prat-Pérez, T Manhardto, ...
Proceedings of the VLDB Endowment 9 (13), 1317-1328, 2016
1462016
Tpu v4: An optically reconfigurable supercomputer for machine learning with hardware support for embeddings
N Jouppi, G Kurian, S Li, P Ma, R Nagarajan, L Nai, N Patil, ...
Proceedings of the 50th Annual International Symposium on Computer …, 2023
962023
Cairo: A compiler-assisted technique for enabling instruction-level offloading of processing-in-memory
R Hadidi, L Nai, H Kim, H Kim
ACM Transactions on Architecture and Code Optimization (TACO) 14 (4), 1-25, 2017
622017
Instruction offloading with hmc 2.0 standard: A case study for graph traversals
L Nai, H Kim
Proceedings of the 2015 International Symposium on Memory Systems, 258-261, 2015
522015
Explore Efficient Data Organization for Large Scale Graph Analytics and Storage
Y Xia, IG Tanase, L Nai, W Tan, Y Liu, J Crawford, CY Lin
Big Data (Big Data), 2014 IEEE International Conference on, 942-951, 2014
32*2014
Coda: Enabling co-location of computation and data for multiple gpu systems
H Kim, R Hadidi, L Nai, H Kim, N Jayasena, Y Eckert, O Kayiran, G Loh
ACM Transactions on Architecture and Code Optimization (TACO) 15 (3), 1-23, 2018
272018
A highly efficient runtime and graph library for large scale graph analytics
I Tanase, Y Xia, L Nai, Y Liu, W Tan, J Crawford, CY Lin
Proceedings of Workshop on GRAph Data management Experiences and Systems, 1-6, 2014
252014
CoolPIM: Thermal-aware source throttling for efficient PIM instruction offloading
L Nai, R Hadidi, H Xiao, H Kim, J Sim, H Kim
2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018
232018
TBPoint: Reducing simulation time for large-scale GPGPU kernels
JC Huang, L Nai, H Kim, HHS Lee
2014 IEEE 28th International Parallel and Distributed Processing Symposium …, 2014
222014
Neurometer: An integrated power, area, and timing modeling framework for machine learning accelerators industry track paper
T Tang, S Li, L Nai, N Jouppi, Y Xie
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
182021
Exploring big graph computing—An empirical study from architectural perspective
L Nai, Y Xia, IG Tanase, H Kim
Journal of Parallel and Distributed Computing 108, 122-137, 2017
112017
Thermal-aware processing-in-memory instruction offloading
L Nai, R Hadidi, H Xiao, H Kim, J Sim, H Kim
Journal of Parallel and Distributed Computing 130, 193-207, 2019
62019
Wearable sensor based system for person identification
JH Lai, L Nai, T Suzumara, Y Xia
US Patent 9,769,166, 2017
52017
Efficient property graph storage for streaming/multi-versioning graphs
CY Lin, Y Liu, L Nai, W Tan, IG Tanase, Y Xia
US Patent 10,956,499, 2021
42021
The LDBC Graphalytics Benchmark
A Iosup, A Musaafir, A Uta, AP Pérez, G Szárnyas, H Chafi, IG Tănase, ...
arXiv preprint arXiv:2011.15028, 2020
42020
Trace/trajectory reconstruction via wearable and/or mobile sensors for indoor/outdoor location
JH Lai, L Nai, T Suzumura, Y Xia
US Patent 10,136,265, 2018
42018
Remote control with muscle sensor and alerting sensor
JH Lai, L Nai, T Suzumura, Y Xia
US Patent 10,084,612, 2018
42018
Concurrent image query using local random walk with restart on large scale graphs
Y Xia, JH Lai, L Nai, CY Lin
2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-6, 2014
42014
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