Lifeng Nai

30 papers A* 6A 5Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hardware-Assisted Virtualization of Neural Processing Units for Cloud Platforms.
IEEE Micro
Yuqi Xue, Yiqi Liu, Lifeng Nai, Jian Huang
2024 A* conf
Hardware-Assisted Virtualization of Neural Processing Units for Cloud Platforms.
MICRO
Yuqi Xue, Yiqi Liu, Lifeng Nai, Jian Huang
2024 J jnl
Hardware-Assisted Virtualization of Neural Processing Units for Cloud Platforms.
CoRR
Yuqi Xue, Yiqi Liu, Lifeng Nai, Jian Huang
2023 A* conf
TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings.
ISCA
Norman P. Jouppi, George Kurian, Sheng Li, Peter C. Ma, Rahul Nagarajan, Lifeng Nai, Nishant Patil, Suvinay Subramanian, Andy Swing, Brian Towles, Cliff Young, Xiang Zhou, Zongwei Zhou, David A. Patterson
2023 J jnl
TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings.
CoRR
Norman P. Jouppi, George Kurian, Sheng Li, Peter C. Ma, Rahul Nagarajan, Lifeng Nai, Nishant Patil, Suvinay Subramanian, Andy Swing, Brian Towles, Cliff Young, Xiang Zhou, Zongwei Zhou, David A. Patterson
2023 A* conf
TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching.
ICCV
Cheng Fu, Hanxian Huang, Zixuan Jiang, Yun Ni, Lifeng Nai, Gang Wu, Liqun Cheng, Yanqi Zhou, Sheng Li, Andrew Li, Jishen Zhao
2023 A* conf
V10: Hardware-Assisted NPU Multi-tenancy for Improved Resource Utilization and Fairness.
ISCA
Yuqi Xue, Yiqi Liu, Lifeng Nai, Jian Huang
2021 A* conf
NeuroMeter: An Integrated Power, Area, and Timing Modeling Framework for Machine Learning Accelerators Industry Track Paper.
HPCA
Tianqi Tang, Sheng Li, Lifeng Nai, Norman P. Jouppi, Yuan Xie
2020 J jnl
The LDBC Graphalytics Benchmark.
CoRR
Alexandru Iosup, Ahmed Musaafir, Alexandru Uta, Arnau Prat-Pérez, Gábor Szárnyas, Hassan Chafi, Ilie Gabriel Tanase, Lifeng Nai, Michael J. Anderson, Mihai Capota, Narayanan Sundaram, Peter Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia
2019 J jnl
Thermal-aware processing-in-memory instruction offloading.
J. Parallel Distributed Comput.
Lifeng Nai, Ramyad Hadidi, He Xiao, Hyojong Kim, Jaewoong Sim, Hyesoon Kim
2018 J jnl
CODA: Enabling Co-location of Computation and Data for Multiple GPU Systems.
ACM Trans. Archit. Code Optim.
Hyojong Kim, Ramyad Hadidi, Lifeng Nai, Hyesoon Kim, Nuwan Jayasena, Yasuko Eckert, Onur Kayiran, Gabriel H. Loh
2018 A conf
CoolPIM: Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading.
IPDPS
Lifeng Nai, Ramyad Hadidi, He Xiao, Hyojong Kim, Jaewoong Sim, Hyesoon Kim
2018 — —
Enabling Efficient Graph Computing with Near-data Processing Techniques.
Lifeng Nai
2017 J jnl
CAIRO: A Compiler-Assisted Technique for Enabling Instruction-Level Offloading of Processing-In-Memory.
ACM Trans. Archit. Code Optim.
Ramyad Hadidi, Lifeng Nai, Hyojong Kim, Hyesoon Kim
2017 J jnl
CODA: Enabling Co-location of Computation and Data for Near-Data Processing.
CoRR
Hyojong Kim, Ramyad Hadidi, Lifeng Nai, Hyesoon Kim, Nuwan Jayasena, Yasuko Eckert, Onur Kayiran, Gabriel H. Loh
2017 J jnl
Exploring big graph computing - An empirical study from architectural perspective.
J. Parallel Distributed Comput.
Lifeng Nai, Yinglong Xia, Ilie Gabriel Tanase, Hyesoon Kim
2017 — conf
Finding Top K Shortest Simple Paths with Improved Space Efficiency.
GRADES@SIGMOD/PODS
Qingsong Wen, Ren Chen, Lifeng Nai, Li Zhou, Yinglong Xia
2017 A* conf
GraphPIM: Enabling Instruction-Level PIM Offloading in Graph Computing Frameworks.
HPCA
Lifeng Nai, Ramyad Hadidi, Jaewoong Sim, Hyojong Kim, Pranith Kumar, Hyesoon Kim
2017 A conf
SimProf: A Sampling Framework for Data Analytic Workloads.
IPDPS
Jen-Cheng Huang, Lifeng Nai, Pranith Kumar, Hyojong Kim, Hyesoon Kim
2016 — conf
Analyzing Consistency Issues in HMC Atomics.
MEMSYS
Pranith Kumar, Lifeng Nai, Hyesoon Kim
2016 J jnl
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms.
Proc. VLDB Endow.
Alexandru Iosup, Tim Hegeman, Wing Lung Ngai, Stijn Heldens, Arnau Prat-Pérez, Thomas Manhardt, Hassan Chafi, Mihai Capota, Narayanan Sundaram, Michael J. Anderson, Ilie Gabriel Tanase, Yinglong Xia, Lifeng Nai, Peter Boncz
2015 A conf
GraphBIG: understanding graph computing in the context of industrial solutions.
SC
Lifeng Nai, Yinglong Xia, Ilie Gabriel Tanase, Hyesoon Kim, Ching-Yung Lin
2015 — conf
Instruction Offloading with HMC 2.0 Standard: A Case Study for Graph Traversals.
MEMSYS
Lifeng Nai, Hyesoon Kim
2015 A conf
Towards Balance-Affinity Tradeoff in Concurrent Subgraph Traversals.
IPDPS
Yinglong Xia, Lifeng Nai, Jui-Hsin Lai
2014 — conf
A Highly Efficient Runtime and Graph Library for Large-Scale Graph Analytics.
GRADES
Ilie Gabriel Tanase, Yinglong Xia, Lifeng Nai, Yanbin Liu, Wei Tan, Jason Crawford, Ching-Yung Lin
2014 — conf
Cache-conscious graph collaborative filtering on multi-socket multicore systems.
Conf. Computing Frontiers
Lifeng Nai, Yinglong Xia, Ching-Yung Lin, Bo Hong, Hsien-Hsin S. Lee
2014 — conf
Concurrent image query using local random walk with restart on large scale graphs.
ICME Workshops
Yinglong Xia, Jui-Hsin Lai, Lifeng Nai, Ching-Yung Lin
2014 — conf
Graph analytics and storage.
IEEE BigData
Yinglong Xia, Ilie Gabriel Tanase, Lifeng Nai, Wei Tan, Yanbin Liu, Jason Crawford, Ching-Yung Lin
2014 A conf
TBPoint: Reducing Simulation Time for Large-Scale GPGPU Kernels.
IPDPS
Jen-Cheng Huang, Lifeng Nai, Hyesoon Kim, Hsien-Hsin S. Lee
2013 — conf
Reducing False Transactional Conflicts with Speculative Sub-Blocking State - An Empirical Study for ASF Transactional Memory System.
IPDPS Workshops
Lifeng Nai, Hsien-Hsin S. Lee