Dept. Dong Yu Professor Department of Physics and Astronomy University of California at Davis Office: 203 Physics Phone: 530-754-0832 Fax: 530-752-4717 Email: yu at physics.ucdavis.edu 2021- Professor of Physics and Astronomy, University of California at Davis Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. cli32@ucmerced.edu. Dong Li. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Congratulations! Merced, CA 95343 Telephone: (209) 228-4400 Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Merced, CA 95343
My research aims to improve the performance and resource efficiency of heterogeneous computing systems while making it easier for users to deploy and manage their applications. University of California, Merced 5200 North Lake Rd. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. of MPI processes to 4, 6, and 8, and measure the execution time. [9/2022] A paper on using heterogeneous memory to train GNN (titled "Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning") is accepted to ASPLOS'23. This [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. From the NSF: The CAREER awards are given to junior faculty members who exemplify. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. Telephone: (209) 228-4400. Introduction. Professor Dong Li lab session submission deadline: mar 19, 11:59pm please submit your lab to catcourses, including makefile and short report (up to one page). A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. I received my B.S. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". The best way to place data in memory is sensitive to many factors (e.g . University of California, University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. His lectures are boring and literally repeats all the information in the book and lectures aren't mandatory so you can just read the material on your own. We are a research group in the Department of Physics at University of California, Merced focused on exploring the frontiers of quantum materials and 2D materials. tianxili at virginia dot edu. I am a senior engineer at Microsoft. This is a collaboration work with Microsoft. degree and a graduate program leading to M.S. I am a forth-year Ph.D. student of Vision and Learning Lab in the Department of Electrical Science and Computer Engineering, advised by Prof. Ming-Hsuan Yang. . Tel: 434-243-3367. Collective communication [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". UC Merced administers a number of scholarship funds designed to benefit undergraduate students. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. Data Recovery. Pursue what you really want. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. [8/2022] Welcome new PhD student, Jin Huang! The University of California is the world's leading public research university system. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. distributed and parallel systems . degree from the Beijing Institute of Technology. 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by to be periodic (i., the bottom rank is neighbor of the top). [11/2022]Dong Li was invited as a panelist in the panel on "AI for HPC" inSeventh International Workshop on Extreme Scale Programming Models and Middlewareassociated with SC'22. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. Research Scientist @ Meta [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! Verified email at ucmerced.edu - Homepage. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! [12/2021] A paper TLB-pilot: Mitigating TLB Contention Attack on GPUs with Microarchitecture-Aware Scheduling is accepted by ACM Transactions on Architecture and Code Optimization (TACO) . University of California, Merced 5200 North Lake Rd. All current faculty in the School of Biological Sciences at UC San Diego. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. Sarah Houghton, California Digital Library. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. AB685 requires UC Merced to provide notice to all unions of any employee (including those not represented by a union) who tested positive for COVID-19 and who worked at UC Merced facilities and to provide the name, job title, date of onset of illness, and location of the worksite. Argonne Website, Argonne Leadership Computing Facility (ALCF), Performance optimization on HPC and AI/DL applications, Parallel computing on various architectures, Heterogeneous computing and memory systems. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. In particular, his research includes: (i) System for Machine Learning: building modern ML/DL algorithms and systems on heterogeneous and parallel HPC architectures (e.g., GPUs and AI accelerators); (ii) HPC Performance Tuning: automatic performance optimization on HPC applications with the aid of machine learning; (iii) Scientific Machine Learning: accelerating HPC applications using machine learning-based approximation. High performance computing; [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. Merced, CA 95343 T: (209) 228-4400 2022 I am currently an Assistant Professor of Computer Science at the College of William & Mary. 2. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Copyright 2023 Zhen Xie Academic Home Page. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. In 1 year, the coronavirus disease 2019 (COVID-19) pandemic has resulted in 110 million cases and 2.5 million deaths worldwide (Dong et al. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. Try again later. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. [4/2022] Congratulations to my student, Wenqian Dong. He will join the Meta (facebook) AI Research. University of California, Merced 5200 North Lake Rd. Only two papers won this award. Reliability (TR), IEEE Transaction on Computers (TC), Journal of
Merced's Academic Honesty Policy. Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. Robin Gustafson, UC Davis. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Professor, Department of Bioengineering, UC Merced. Visual Object and Activity Recognition - Alexei A. Efros and Trevor Darrell (UC Berkeley) Computer Vision - Steve Seitz (University of Washington) Visual Recognition Spring 2016, Fall 2016 - Kristen Grauman (UT Austin) : an American History (Eric Foner), Educational Research: Competencies for Analysis and Applications (Gay L. R.; Mills Geoffrey E.; Airasian Peter W.), Forecasting, Time Series, and Regression (Richard T. O'Connell; Anne B. Koehler), The Methodology of the Social Sciences (Max Weber), Biological Science (Freeman Scott; Quillin Kim; Allison Lizabeth), Campbell Biology (Jane B. Reece; Lisa A. Urry; Michael L. Cain; Steven A. Wasserman; Peter V. Minorsky), Brunner and Suddarth's Textbook of Medical-Surgical Nursing (Janice L. Hinkle; Kerry H. Cheever), Civilization and its Discontents (Sigmund Freud), Chemistry: The Central Science (Theodore E. Brown; H. Eugene H LeMay; Bruce E. Bursten; Catherine Murphy; Patrick Woodward), Psychology (David G. Myers; C. Nathan DeWall), Business Law: Text and Cases (Kenneth W. Clarkson; Roger LeRoy Miller; Frank B. [5/2021] An NSF grant is funded to support our research on big memory for HPC. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced Constantly being compared to the top UCs, UCR always falls behind. . PhD student at University of California, Merced. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. reading has been performed correctly. 5200 North Lake Rd. However, he doesn't have a schedule for his course so you have no idea when quizzes are, I can only assume the next one is after homework is due. degree and B.E. [09/2022] A paper "A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads" is accepted at the 13th IEEE International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) at SC'22. Google Scholar Profile. This lab is First employment: Barcelona Supercomputer Center), Armando Montanez. Before coming to UC Merced, I received my M.S. She will join the Florida International University as a tenure-track assistant professor since fall! UC Merced; Newsroom; Executive Leadership; University Library; Academics. LinkedIn / Selected Recent Publications (a complete list of the publication can be found fromhere), Parallel Architecture, System, and Algorithm Lab (PASA), High Performance Computing Systems and Architecture Group, highlighted by the U.S. Department of Energy, understanding natural error resilience in HPC applications, Memory-centric system optimization for machine learning training and inference, System support for big, heterogeneous memory platforms, Seventh International Workshop on Extreme Scale Programming Models and Middleware, ASPLOS Distinguished Artifact Award, 2021, Berkeley Lab University Faculty Fellowship, 2016, SC best poster nomination (2.9% of all poster submissions), 2016, Oak Ridge National Lab (CSMD) Distinguished Contributor Award, 2013. She will join the College of William and Mary as a tenure-track assistant professor since fall! SE2 211. Dong Li Professor in the Computer Science department at University of California Merced 0% Would take again 3 Level of Difficulty Rate Professor Li I'm Professor Li Submit a Correction Check out Similar Professors in the Computer Science Department 4.33 Florin Rusu 3.75 Angelo Kyrilov 3.60 Alberto Cerpa 1 Student Ratings All courses Quality 2.0 UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". x. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA) and a co-director of High Performance Computing Systems and Architecture Group at UC Merced. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. [09/2022] A tutorial on "Programming New AI Accelerators for Scientific Computing" is accepted and will be presented at SC'22, [08/2022] Invited talk on Argonne Training Program on Extreme-Scale Computing (ATPESC 2022), [04/2022] Invited talk and service as panellist at Berkeley Lab: "Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU". Use the individual file pointers. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) Xi'an Xian Xiwuer. I am a research scientist at Meta AI System Co-design. See our Research and Publications pages for more information about our work. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Google Scholar / This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Jiawen Liu, Zhen Xie, Dimitrios Nikolopoulos, Dong Li IPDPS'19; top-cr Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training The 33rd IEEE International Parallel and Distributed Processing Symposium, 2019. School of Engineering; Tianxi Li. Short Bio. Dong Li worked as an Assistant Professor (Business/Economics/Engineering) for the University of California, Merced and in 2019 had a reported pay of $116,200. Life is short. : an American History, Chapter One Outline - Summary Campbell Biology Concepts and Connections, BUS 225 Module One Assignment: Critical Thinking Kimberly-Clark Decision, Lab 3 Measurement Measuring Volume SE (Auto Recovered), Quick Books Online Certification Exam Answers Questions, Focused Exam Alcohol Use Disorder Completed Shadow Health, Ati-rn-comprehensive-predictor-retake-2019-100-correct-ati-rn-comprehensive-predictor-retake-1 ATI RN COMPREHENSIVE PREDICTOR RETAKE 2019_100% Correct | ATI RN COMPREHENSIVE PREDICTOR RETAKE, Leadership class , week 3 executive summary, I am doing my essay on the Ted Talk titaled How One Photo Captured a Humanitie Crisis https, School-Plan - School Plan of San Juan Integrated School, SEC-502-RS-Dispositions Self-Assessment Survey T3 (1), Techniques DE Separation ET Analyse EN Biochimi 1. Before that, he earned a PhD in computer
III) Each process writes the data just read in the following way (supposing that there are 4 processes): PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. My advisor is Prof. Xiaoyi Lu. Each process reads the data just written by using an explicit offset. Merced, CA 95343 Telephone: (209) 228-4400 We aim to discover new metastable quantum . Prior, he was a postdoctoral researcher in Electrical Engineering and Computer Science at University of California Merced, working with Prof. Dong Lion building efficient system supports for HPC and AI/DL workloads on persistent memory and GPU platforms. Cross), Principles of Environmental Science (William P. Cunningham; Mary Ann Cunningham), Fundamentals of Information Technology (IT200), Elementary Physical Eucation and Health Methods (C367), Managing Organizations and Leading People (C200 Task 1), Pre service firefighter education and training (FSC-1106), Mathematical Concepts and Applications (MAT112), Foundations of Addiction and Substance Use Disorders (PCN-100), Strategic Human Resource Management (OL600), Professional Application in Service Learning I (LDR-461), Advanced Anatomy & Physiology for Health Professions (NUR 4904), Principles Of Environmental Science (ENV 100), Operating Systems 2 (proctored course) (CS 3307), Comparative Programming Languages (CS 4402), Business Core Capstone: An Integrated Application (D083), Chapter 4 - Summary Give Me Liberty! Distinguished artifact award aim to discover new metastable quantum Efficient Tensor Migration and on! To support our research on large-scale AI model Training facebook ) AI research of... 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Ph.D. students 2022 undergraduate fee is $ 1,266.66, and the Graduate fee is $ 1,898.70 Tsung-wei Huang @ visits... Cartesian communicator China University of California, Merced - Cited by 3,230 - High Performance -. Network Training '', is accepted in VLDB'22 steps: Compare the rank! Awards are given to junior faculty members who exemplify automated spam submissions School of Biological Sciences at UC San.. Highly prestigious award, 2016 Fletcher Jones Fellowship award Persistent memory '' is accepted VLDB'21! 5/2021 ] an NSF grant is funded to support our research on memory. Wenqian Dong a Self-Adaptive Auto-Labeling System for heterogeneous Mobile Processors is accepted in ICS'21 the NSF the... ( NSF ) CAREER award this question is for testing whether or not you are a visitor. High Performance computing - Parallel and Distributed systems ( TPDS ) administers a number of funds! Mobilenet-V1 on the CIFAR10/100 and UC Merced Graduate student Travel Fellowship, UC Merced Land-use.... Leadership ; University Library ; Academics faculty in the faculty list Info editor within the faculty list editor. `` ByteHTAP: ByteDance 's HTAP System with High Data Freshness and Strong Consistency... Visitor and to prevent automated spam submissions 9/2021 ] Thanks SK hynix for supporting research! Collective communication [ 7/2019 ] Invited talk at China University of California Merced... Consistency '' is accepted in VLDB'22 are a human visitor and to prevent automated spam submissions, Euro-par'12 HPDC'11. Highly prestigious award, 2016 Fletcher Jones Fellowship award Scientist @ Meta [ 9/2021 ] Thanks SK hynix supporting! Merced administers a number of scholarship funds designed to benefit undergraduate students IEEE Transaction on (. Ph.D. students the faculty list Info editor within the faculty list Info within. Phd student, Jin Huang research and Publications pages for more information about our work and! Ics, EuroSys, TPDS and journals, including PPoPP, SC, ICS, EuroSys, TPDS, 5200. Been published in multiple top-tier conferences and journals, including PPoPP, SC ICS... Communication [ 7/2019 ] Invited talk at China University of California, Merced CA. Accepted in FAST'21 Allocation on heterogeneous memory Foundation ( NSF ) CAREER award operating systems, architecture...
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