Lifeng Nai

According to our database, Lifeng Nai authored at least 27 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hardware-Assisted Virtualization of Neural Processing Units for Cloud Platforms.

Yuqi Xue, Yiqi Liu, Lifeng Nai, Jian Huang

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

2023

V10: Hardware-Assisted NPU Multi-tenancy for Improved Resource Utilization and Fairness.

Yuqi Xue, Yiqi Liu, Lifeng Nai, Jian Huang

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings.

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

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching.

Cheng Fu, Hanxian Huang, Zixuan Jiang, Yun Ni, Lifeng Nai, Gang Wu, Liqun Cheng, Yanqi Zhou, Sheng Li, Andrew Li, Jishen Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

NeuroMeter: An Integrated Power, Area, and Timing Modeling Framework for Machine Learning Accelerators Industry Track Paper.

Tianqi Tang, Sheng Li, Lifeng Nai, Norman P. Jouppi, Yuan Xie

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

2020

The LDBC Graphalytics Benchmark.

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 A. Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia

CoRR, 2020

2019

Thermal-aware processing-in-memory instruction offloading.

Lifeng Nai, Ramyad Hadidi, He Xiao, Hyojong Kim, Jaewoong Sim, Hyesoon Kim

J. Parallel Distributed Comput., 2019

2018

Enabling Efficient Graph Computing with Near-data Processing Techniques.

Lifeng Nai

PhD thesis, 2018

CODA: Enabling Co-location of Computation and Data for Multiple GPU Systems.

Hyojong Kim, Ramyad Hadidi, Lifeng Nai, Hyesoon Kim, Nuwan Jayasena, Yasuko Eckert, Onur Kayiran, Gabriel H. Loh

ACM Trans. Archit. Code Optim., 2018

CoolPIM: Thermal-Aware Source Throttling for Efficient PIM Instruction Offloading.

Lifeng Nai, Ramyad Hadidi, He Xiao, Hyojong Kim, Jaewoong Sim, Hyesoon Kim

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2017

CAIRO: A Compiler-Assisted Technique for Enabling Instruction-Level Offloading of Processing-In-Memory.

Ramyad Hadidi, Lifeng Nai, Hyojong Kim, Hyesoon Kim

ACM Trans. Archit. Code Optim., 2017

Exploring big graph computing - An empirical study from architectural perspective.

Lifeng Nai, Yinglong Xia, Ilie Gabriel Tanase, Hyesoon Kim

J. Parallel Distributed Comput., 2017

CODA: Enabling Co-location of Computation and Data for Near-Data Processing.

Hyojong Kim, Ramyad Hadidi, Lifeng Nai, Hyesoon Kim, Nuwan Jayasena, Yasuko Eckert, Onur Kayiran, Gabriel H. Loh

CoRR, 2017

SimProf: A Sampling Framework for Data Analytic Workloads.

Jen-Cheng Huang, Lifeng Nai, Pranith Kumar, Hyojong Kim, Hyesoon Kim

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

GraphPIM: Enabling Instruction-Level PIM Offloading in Graph Computing Frameworks.

Lifeng Nai, Ramyad Hadidi, Jaewoong Sim, Hyojong Kim, Pranith Kumar, Hyesoon Kim

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

Finding Top K Shortest Simple Paths with Improved Space Efficiency.

Qingsong Wen, Ren Chen, Lifeng Nai, Li Zhou, Yinglong Xia

Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems, 2017

2016

LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms.

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 A. Boncz

Proc. VLDB Endow., 2016

Analyzing Consistency Issues in HMC Atomics.

Pranith Kumar, Lifeng Nai, Hyesoon Kim

Proceedings of the Second International Symposium on Memory Systems, 2016

2015

GraphBIG: understanding graph computing in the context of industrial solutions.

Lifeng Nai, Yinglong Xia, Ilie Gabriel Tanase, Hyesoon Kim, Ching-Yung Lin

Proceedings of the International Conference for High Performance Computing, 2015

Instruction Offloading with HMC 2.0 Standard: A Case Study for Graph Traversals.

Lifeng Nai, Hyesoon Kim

Proceedings of the 2015 International Symposium on Memory Systems, 2015

Towards Balance-Affinity Tradeoff in Concurrent Subgraph Traversals.

Yinglong Xia, Lifeng Nai, Jui-Hsin Lai

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

2014

A Highly Efficient Runtime and Graph Library for Large-Scale Graph Analytics.

Ilie Gabriel Tanase, Yinglong Xia, Lifeng Nai, Yanbin Liu, Wei Tan, Jason Crawford, Ching-Yung Lin

Proceedings of the Second International Workshop on Graph Data Management Experiences and Systems, 2014

TBPoint: Reducing Simulation Time for Large-Scale GPGPU Kernels.

Jen-Cheng Huang, Lifeng Nai, Hyesoon Kim, Hsien-Hsin S. Lee

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Concurrent image query using local random walk with restart on large scale graphs.

Yinglong Xia, Jui-Hsin Lai, Lifeng Nai, Ching-Yung Lin

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Cache-conscious graph collaborative filtering on multi-socket multicore systems.

Lifeng Nai, Yinglong Xia, Ching-Yung Lin, Bo Hong, Hsien-Hsin S. Lee

Proceedings of the Computing Frontiers Conference, CF'14, 2014

Graph analytics and storage.

Yinglong Xia, Ilie Gabriel Tanase, Lifeng Nai, Wei Tan, Yanbin Liu, Jason Crawford, Ching-Yung Lin

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Reducing False Transactional Conflicts with Speculative Sub-Blocking State - An Empirical Study for ASF Transactional Memory System.

Lifeng Nai, Hsien-Hsin S. Lee

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013