Lifeng Nai

Orcid: 0000-0002-8801-9384

According to our database¹, Lifeng Nai authored at least 26 papers between 2013 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2023

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2020

The LDBC Graphalytics Benchmark.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Thermal-aware processing-in-memory instruction offloading.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

2018

Enabling Efficient Graph Computing with Near-data Processing Techniques.

[BibT_eX]

[DOI]

Lifeng Nai

PhD thesis, 2018

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

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2018

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2017

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

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

SimProf: A Sampling Framework for Data Analytic Workloads.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Finding Top K Shortest Simple Paths with Improved Space Efficiency.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Analyzing Consistency Issues in HMC Atomics.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

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

[BibT_eX]

[DOI]

Lifeng Nai

Hyesoon Kim

Proceedings of the 2015 International Symposium on Memory Systems, 2015

Towards Balance-Affinity Tradeoff in Concurrent Subgraph Traversals.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Graph analytics and storage.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Lifeng Nai

Hsien-Hsin S. Lee

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

Lifeng Nai

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