Baolin Li

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 58

Top Topics

Normalized Difference Vegetation Index

Machine Learning

Multiple Attribute Decision Making

Top Venues

Publications

Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Interpretable Analysis of Production GPU Clusters Monitoring Data via Association Rule Mining. IPDPS (2024)
Dan Zhao, Siddharth Samsi, Joseph McDonald, Baolin Li, David Bestor, Michael Jones, Devesh Tiwari, Vijay Gadepally
Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale. CoRR (2024)
Baolin Li, Yankai Jiang, Vijay Gadepally, Devesh Tiwari
Toward Sustainable GenAI using Generation Directives for Carbon-Friendly Large Language Model Inference. CoRR (2024)
Baolin Li, Yankai Jiang, Vijay Gadepally, Devesh Tiwari
LLM Inference Serving: Survey of Recent Advances and Opportunities. CoRR (2024)
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Sustainable HPC: Modeling, Characterization, and Implications of Carbon Footprint in Modern HPC Systems. CoRR (2023)
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Kairos: Building Cost-Efficient Machine Learning Inference Systems with Heterogeneous Cloud Resources. HPDC (2023)
Baolin Li, Rohan Basu Roy, Daniel Wang, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems. SC (2023)
Zijie Huang, Baolin Li, Hafez Asgharzadeh, Anne Cocos, Lingyi Liu, Evan Cox, Colby Wise, Sudarshan Lamkhede
Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks. CoRR (2023)
Siddharth Samsi, Dan Zhao, Joseph McDonald, Baolin Li, Adam Michaleas, Michael Jones, William Bergeron, Jeremy Kepner, Devesh Tiwari, Vijay Gadepally
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference. CoRR (2023)
Lili Xu, Tianyu Chen, Baolin Li, Yecheng Yuan, Nandin-Erdene Tsendbazar
Spatiotemporal Evolution of Arid Ecosystems Using Thematic Land Cover Products. Remote. Sens. 15 (12) (2023)
Wei Wang, Baolin Li, Shuangyan Liu, Zon-Han Wei
Bifurcation analysis and nonlinear dynamics of a rolling magnet multistable electromagnetic energy harvester. Commun. Nonlinear Sci. Numer. Simul. 118 (2023)
Dan Zhao, Siddharth Samsi, Joseph McDonald, Baolin Li, David Bestor, Michael Jones, Devesh Tiwari, Vijay Gadepally
Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale. SoCC (2023)
Siddharth Samsi, Dan Zhao, Joseph McDonald, Baolin Li, Adam Michaleas, Michael Jones, William Bergeron, Jeremy Kepner, Devesh Tiwari, Vijay Gadepally
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference. HPEC (2023)
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service. SC (2023)
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Green Carbon Footprint for Model Inference Serving via Exploiting Mixed-Quality Models and GPU Partitioning. CoRR (2023)
Joseph McDonald, Baolin Li, Nathan C. Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models. NAACL-HLT (Findings) (2022)
Baolin Li, Lihua Yang, Jie Qian
A new multi-criteria decision-making method utilizing power heronian operators with picture hesitant fuzzy information. J. Intell. Fuzzy Syst. 42 (3) (2022)
Nathan C. Frey, Baolin Li, Joseph McDonald, Dan Zhao, Michael Jones, David Bestor, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
Benchmarking Resource Usage for Efficient Distributed Deep Learning. CoRR (2022)
Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters. SoCC (2022)
Baolin Li, Tirthak Patel, Vijay Gadepally, Karen Gettings, Siddharth Samsi, Devesh Tiwari
DASH: Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated Clusters. HPEC (2022)
Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Using Multi-Instance GPU for Efficient Operation of Multi-Tenant GPU Clusters. CoRR (2022)
Yecheng Yuan, Baolin Li, Xizhang Gao, Wei Liu, Ying Li, Rui Li
Validation of Cloud-Gap-Filled Snow Cover of MODIS Daily Cloud-Free Snow Cover Products on the Qinghai-Tibetan Plateau. Remote. Sens. 14 (22) (2022)
Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan C. Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, Chansup Byun, Daniel Edelman, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
The MIT Supercloud Workload Classification Challenge. CoRR (2022)
Dechao Zhai, Xizhang Gao, Baolin Li, Yecheng Yuan, Yuhao Jiang, Yan Liu, Ying Li, Rui Li, Wei Liu, Jie Xu
Driving Climatic Factors at Critical Plant Developmental Stages for Qinghai-Tibet Plateau Alpine Grassland Productivity. Remote. Sens. 14 (7) (2022)
Nathan C. Frey, Baolin Li, Joseph McDonald, Dan Zhao, Michael Jones, David Bestor, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
Benchmarking Resource Usage for Efficient Distributed Deep Learning. HPEC (2022)
Baolin Li, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari
Building Heterogeneous Cloud System for Machine Learning Inference. CoRR (2022)
Joseph McDonald, Baolin Li, Nathan C. Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models. CoRR (2022)
Baolin Li, Wenke Gao, Wei Zhang, Zhicheng Dong
Remaining useful life prediction of rolling bearing based on ensemble learning. M2VIP (2022)
Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances. CoRR (2022)
Baolin Li, Rohin Arora, Siddharth Samsi, Tirthak Patel, William Arcand, David Bestor, Chansup Byun, Rohan Basu Roy, Bill Bergeron, John Holodnak, Michael Houle, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Peter Michaleas, Joseph McDonald, Lauren Milechin, Julie Mullen, Andrew Prout, Benjamin Price, Albert Reuther, Antonio Rosa, Matthew L. Weiss, Charles Yee, Daniel Edelman, Allan Vanterpool, Anson Cheng, Vijay Gadepally, Devesh Tiwari
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications. HPCA (2022)
Adnan Maruf, Sashri Brahmakshatriya, Baolin Li, Devesh Tiwari, Gang Quan, Janki Bhimani
Do Temperature and Humidity Exposures Hurt or Benefit Your SSDs? DATE (2022)
Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan C. Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, William Bergeron, Chansup Byun, Daniel Edelman, Michael Houle, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi
The MIT Supercloud Workload Classification Challenge. IPDPS Workshops (2022)
Baolin Li, Vijay Gadepally, Siddharth Samsi, Devesh Tiwari
Characterizing Multi-Instance GPU for Machine Learning Workloads. IPDPS Workshops (2022)
Baolin Li, Lihua Yang
Hamacher heronian mean operators for multi-critria decision-making under multi-valued picture fuzzy uncertain lingsuitic environment. J. Intell. Fuzzy Syst. 41 (1) (2021)
Yecheng Yuan, Baolin Li, Wanli Yu, Xizhang Gao
Estimation and mapping of soil organic matter content at a national scale based on grid soil samples, a soil map and DEM data. Ecol. Informatics 66 (2021)
Siddharth Samsi, Matthew L. Weiss, David Bestor, Baolin Li, Michael Jones, Albert Reuther, Daniel Edelman, William Arcand, Chansup Byun, John Holodnack, Matthew Hubbell, Jeremy Kepner, Anna Klein, Joseph McDonald, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Charles Yee, Benjamin Price, Andrew Prout, Antonio Rosa, Allan Vanterpool, Lindsey McEvoy, Anson Cheng, Devesh Tiwari, Vijay Gadepally
The MIT Supercloud Dataset. CoRR (2021)
Siddharth Samsi, Matthew L. Weiss, David Bestor, Baolin Li, Michael Jones, Albert Reuther, Daniel Edelman, William Arcand, Chansup Byun, John Holodnack, Matthew Hubbell, Jeremy Kepner, Anna Klein, Joseph McDonald, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia S. Mullen, Charles Yee, Benjamin Price, Andrew Prout, Antonio Rosa, Allan Vanterpool, Lindsey McEvoy, Anson Cheng, Devesh Tiwari, Vijay Gadepally
The MIT Supercloud Dataset. HPEC (2021)
Ronghua Duan, Baolin Li, Jun Wu, Wei Huang, Dichen Liu, Chen Wu, Min Cheng, Chang Liu
An optimization approach for primary frequency regulation reserve capacity considering frequency deviation for sending end of asynchronous interconnection system. J. Comput. Methods Sci. Eng. 21 (1) (2021)
Yangyang Di, Enyuan Wang, Zhonghui Li, Xiaofei Liu, Baolin Li
Method for EMR and AE interference signal identification in coal rock mining based on recurrent neural networks. Earth Sci. Informatics 14 (3) (2021)
Baolin Li, Vijay Gadepally, Siddharth Samsi, Mark S. Veillette, Devesh Tiwari
Serving Machine Learning Inference Using Heterogeneous Hardware. HPEC (2021)
Baolin Li, Lihua Yang
Power Improved Generalized Heronian Mean Operators Utilizing Hamacher Operations with Picture Fuzzy Information. Complex. 2021 (2021)
Baolin Li, Rohan Basu Roy, Tirthak Patel, Vijay Gadepally, Karen Gettings, Devesh Tiwari
RIBBON: cost-effective and qos-aware deep learning model inference using a diverse pool of cloud computing instances. SC (2021)
Lihua Yang, Baolin Li
Multiple-Valued Neutrosophic Uncertain Linguistic Sets With Dombi Normalized Weighted Bonferroni Mean Operator and Their Applications in Multiple Attribute Decision Making Problem. IEEE Access 8 (2020)
Lihua Yang, Baolin Li
Multiple-Valued Picture Fuzzy Linguistic Set Based on Generalized Heronian Mean Operators and Their Applications in Multiple Attribute Decision Making. IEEE Access 8 (2020)
Jun Wu, Xiangyu Xing, Chen Wu, Baolin Li, Wei Huang, Peiying Gan, Hui Zhou
Cyber-Enabled Intelligence Control and Security Optimization for Complex Microgrid Networks Transient Frequency Stability Analysis of Power Systems considering Photovoltaic Grid Connection. Complex. 2020 (2020)
Tirthak Patel, Abhay Potharaju, Baolin Li, Rohan Basu Roy, Devesh Tiwari
Experimental evaluation of NISQ quantum computers: error measurement, characterization, and implications. SC (2020)
Jun Wu, Baolin Li, Jun Chen, Qinghui Lou, Xiangyu Xing, Xuedong Zhu
Study on Multiobjective Modeling and Optimization of Offshore Micro Integrated Energy System considering Uncertainty of Load and Wind Power. Complex. 2020 (2020)
Tirthak Patel, Baolin Li, Rohan Basu Roy, Devesh Tiwari
UREQA: Leveraging Operation-Aware Error Rates for Effective Quantum Circuit Mapping on NISQ-Era Quantum Computers. USENIX Annual Technical Conference (2020)
Yi Yang, Baolin Li, Jian Hu
A Heuristic Hybrid Recommended Order Modle. ICCSE (2019)
Dexian Wang, Ping Deng, Chunlin He, Baolin Li, Rui Liu
A Latent Factor Model Based on Elastic Network for Recommender Systems. BDET (2018)
Shoujun Zhou, Baolin Li, Yuanquan Wang, Cheng Wang, Tiexiang Wen, Na Li
The line- and block-like structures extraction via ingenious snake. Pattern Recognit. Lett. 112 (2018)
Haide Gou, Baolin Li
Local and global existence of mild solution to impulsive fractional semilinear integro-differential equation with noncompact semigroup. Commun. Nonlinear Sci. Numer. Simul. 42 (2017)
Baolin Li, Youguo Chen, Lijuan Xiao, Peiduo Liu, Xiting Huang
Duration adaptation modulates EEG correlates of subsequent temporal encoding. NeuroImage 147 (2017)
Ting Ma, Zhan Yin, Baolin Li, Chenghu Zhou, Susan Haynie
Quantitative Estimation of the Velocity of Urbanization in China Using Nighttime Luminosity Data. Remote. Sens. 8 (2) (2016)
Lili Xu, Baolin Li, Yecheng Yuan, Xizhang Gao, Tao Zhang, Qingling Sun
Detecting Different Types of Directional Land Cover Changes Using MODIS NDVI Time Series Dataset. Remote. Sens. 8 (6) (2016)
Tao Zhang, Baolin Li, Jinfeng Wang, Mao-Gui Hu
Estimation of precipitation in remote areas using B-SHADE model. IGARSS (2015)
Lili Xu, Baolin Li, Yecheng Yuan, Xizhang Gao, Tao Zhang
A Temporal-Spatial Iteration Method to Reconstruct NDVI Time Series Datasets. Remote. Sens. 7 (7) (2015)
Lili Xu, Baolin Li, Yecheng Yuan, Tao Zhang
A novel method to reconstruct normalized difference vegetation index time series based on temporal-spatial iteration estimation. IGARSS (2015)
Jiangpeng Fan, Baolin Li, Yan Zhang
Finite Element Analysis of Crankshaft by ABAQUS. ICDMA (2011)
Tao Pei, Chenghu Zhou, A-Xing Zhu, Baolin Li, Chengzhi Qin
Windowed nearest neighbour method for mining spatio-temporal clusters in the presence of noise. Int. J. Geogr. Inf. Sci. 24 (6) (2010)
Tao Pei, A-Xing Zhu, Chenghu Zhou, Baolin Li, Chengzhi Qin
Detecting feature from spatial point processes using Collective Nearest Neighbor. Comput. Environ. Urban Syst. 33 (6) (2009)
Tao Pei, A-Xing Zhu, Chenghu Zhou, Baolin Li, Chengzhi Qin
Delineation of support domain of feature in the presence of noise. Comput. Geosci. 33 (7) (2007)
Qing Li, Zhishu Li, Gang Liang, Jingyu Zhang, Liangyin Chen, Baolin Li
IDGSC: An Immunity-Based Approach for Dynamic Grid Service Classification. FSKD (2) (2007)
Tao Pei, A-Xing Zhu, Chenghu Zhou, Baolin Li, Chengzhi Qin
A new approach to the nearest-neighbour method to discover cluster features in overlaid spatial point processes. Int. J. Geogr. Inf. Sci. 20 (2) (2006)
Zengtai Gong, Congxin Wu, Baolin Li
On the problem of characterizing derivatives for the fuzzy-valued functions. Fuzzy Sets Syst. 127 (3) (2002)