dong li uc merced

Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! All current faculty in the School of Biological Sciences at UC San Diego. Before that, I received my Ph.D. in Electrical Engineering and Computer Sciences from University of California Merced, working with Prof. Dong Li on building efficient and scalable system supports for heterogeneous memory-based platforms. Dr. Dong Li is an associate professor at University of California, Merced. Dept. Tiantian Wang, Yongri Piao, Xiao Li, Lihe . 5200 North Lake Rd. First employment: Byton), Wei Liu (Master student, graduated in 2017. Robin Gustafson, UC Davis. Merced, CA 95343 He will join the Meta (facebook) AI Research. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Technical reviewers for major journals:IEEE Transaction on Research Scientist @ Meta Their, This "Cited by" count includes citations to the following articles in Scholar. Merced outstanding student. [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". UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. . Dr. Dong Li is an associate professor at University of California, Merced. Merced, CA 95343 | . This is a collaboration work with Microsoft. Dong Li. Tel: 434-243-3367. calculating the square of its value) and finally broadcasts it to all the others MPI processes. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. . The following articles are merged in Scholar. Prior, he was a postdoctoral researcher in Electrical Engineering and Computer Science at University of California Merced, working with Prof. Dong Li on building efficient system supports for HPC and AI/DL workloads on persistent memory and GPU platforms. 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. 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. Our work creates innovation in runtime, architecture, performance modeling, and programming models; We also investigate the impact of novel architectures (e.g., CXL-based memory and accelerator with massive parallelism) on the designs of applications and runtime. University of California, Merced. Merced, CA 95343 Telephone: (209) 228-4400 My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Meeting Day: Tuesdays, 1:30pm to 3pm. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . UC Merced; Newsroom; Executive Leadership; University Library; Academics. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. 107 Halsey Hall. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. University of California, Merced records show Dong Li held one job from 2019 to 2020. tianxili at virginia dot edu. See our Research and Publications pages for more information about our work. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. One of the only things that brings this school down is it's reputation. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. High Performance Computing Parallel and Distributed Systems. High performance computing; He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 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 will join the Meta (facebook) AI Research. . [8/2022] Welcome new PhD student, Jin Huang! [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! She will join the College of William and Mary as a tenure-track assistant professor since fall! [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. 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. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. The system can't perform the operation now. It appears you may have used Coursicle on this device and then cleared your cookies. Improving the performance and scalability of tensor computation is essential to those domains. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. I am currently an Assistant Professor of Computer Science at the College of William & Mary. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. EPiGRAM-HS meeting at ETH. About Me. 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 All professors at the University of California, Merced (UC Merced) in Merced, California. University of California, [01/2023] Have been awarded two Impact Argonne Awards in recognition of the contributions to AI for science for High Performance Computing and Enhancement of Argonnes Reputation. Collective communication HPCC'17, NAS'17, OSDI'20, SC'20, NVMW'20, NVMW'19, SC'19, SC'18, OSDI'18, ASPLOS'18, NVMW'18, CLUSTER'17, NVMW'17, SC'16. Modern GPUs feature complex memory system designs. The Merced campus is a destination all its own, yet still close to many major cities and natural resources: an hour north of Fresno, two hours south of Sacramento, two hours southeast of San Francisco and the Silicon Valley . At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. Person ReID, Data Augmentation, Unsupervised Learning. If you are going to take CSE 15, make sure you study the textbook by yourself. Pursue what you really want. Department of Statistics. These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Data Recovery. From the NSF: The CAREER awards are given to junior faculty members who exemplify. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Any work submitted by a student in this course for academic credit will be the student's own work. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. University of California, Merced 5200 North Lake Rd. Merced, CA 95343 Telephone: (209) 228-4400 [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. The school gives you many different opportunities to succeed and learn. One GPU may contain many types of memory of different properties. If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. Here is my CV. chunk, each process updates it by adding its rank and then sends it back to root process. 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. She will join the College of William and Mary as a tenure-track assistant professor since fall! 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. 10 -19 from the position 10 in the file and so on. degree and B.E. He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". [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. [5/2021] An NSF grant is funded to support our research on big memory for HPC. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. University of California, Merced array is then divided into equal chunks and sent to other processes. Merced, CA [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". UC Merced HPC 7CSRankings 16 2018 U.S.News 29 2019 32 UC 50 UC Merced 44 UC Riverside 39 UCSC 34 16 2021 US News UC Merced 93 4 72 Merced LinkedIn / 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. 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. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. MPI_File_set_view, MPI_File_write_alll, Copyright 2023 StudeerSnel B.V., Keizersgracht 424, 1016 GC Amsterdam, KVK: 56829787, BTW: NL852321363B01, Give Me Liberty! Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion The best way to place data in memory is sensitive to many factors (e.g . [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . University of California, Merced | 5200 North Lake Rd. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). We aim to discover new metastable quantum . For each step, change the number Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). SE2 211. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. © 2021 Kai Wu. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . PhD student at University of California, Merced. The ones marked, R Ge, X Feng, S Song, HC Chang, D Li, KW Cameron, IEEE Transactions on Parallel and Distributed Systems 21 (5), 658-671, D Li, BR de Supinski, M Schulz, K Cameron, DS Nikolopoulos, 2010 IEEE International Symposium on Parallel & Distributed Processing, IEEE Transactions on Parallel and Distributed Systems 26 (6), 1524-1537, M Poremba, S Mittal, D Li, JS Vetter, Y Xie, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE, SC'12: Proceedings of the International Conference on High Performance, 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture, D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z Liu, W Yu, 2012 IEEE 26th International Parallel and Distributed Processing Symposium, Proceedings of the International Conference for High Performance Computing, Proceedings of the 29th ACM on International Conference on Supercomputing. He was previously an Assistant Professor at UC Riverside before joining UC Berkeley in 2011, and since 2013 he has also held a joint appointment at the Lawrence Berkeley National Laboratory (LBNL) in the Materials Science Division. Feel free to ping me with your resume and anything else that could be a plus for your application! Dong Li Title: Associate Professor Email: dli35@ucmerced.edu Phone: (209) 228-2488 Office: S&E 2, 211 Website: Faculty Site Education: Ph.D., 2011 Virginia Tech Research Interests: High performance computing Fault tolerance/resilience in large-scale parallel and distributed systems Power-aware computing Performance modeling and optimization Introduction. Overview. Group Location: CAPS Group Room. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. Merced, CA 95343 T: (209) 228-4400 2022 [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. My research work has been published in prestigious venues, including ICS, PPoPP, MICRO, ASPLOS, IPDPS, and EuroSys, and receives the ACM ASPLOS Distinguished Artifact Award in 2021. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! : 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. PC (co-) chair: Cluster (data/storage track, 2023), HCA (2023), PASA (2012, 2013, and 2016), HP-PAC (2013 and 2014), Editorial position: TPDS review board member; Co-editor, special Issue of the Journal of High Performance Computing Applications for the fourth International Workshop on Accelerators and Hybrid Exascale Systems. [8/2022] Welcome new PhD student, Jin Huang! Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. I received my B.S. A paper " Optimizing Large-Scale Plasma Simulations on Persistent Memory-based Heterogeneous Memory with Effective Data Placement Across Memory Hierarchy" is accepted in ICS'21. This Cartesian topology III) Each process writes the data just read in the following way (supposing that there are 4 processes): Merced, CA 95343 Telephone: (209) 228-4400 Copyright 2023 Zhen Xie Academic Home Page. Verified email at ucmerced.edu - Homepage. *sarcastically* It's so fun. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. She will join the Florida International University as a tenure-track assistant professor since fall! UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. Contact: jiawenl@meta.com. Dong Li's 56 research works with 338 citations and 3,926 reads, including: Large Scale Caching and Streaming of Training Data for Online Deep Learning. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. . Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. When it comes to out-of-state tuition and fees, these figures jump dramatically. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. Any employee who does not want their identity to be disclosed in . [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Aislinn Sotelo, UCSD. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. dli35@ucmerced.edu. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. I am a research scientist at Meta AI System Co-design. 2020).When the novel coronavirus strain (SARS-CoV-2) that causes COVID-19 emerged in late 2019, environmental virologists began rapidly adapting their methods from those supporting surveys of other pathogens within wastewater (GWPP 2021 . California (pht m nh "Ca-li-pht-ni-a" hay "Ca-li-phoc-ni-a", nu nhanh: "Ca-li-phoc-nha"), cn c ngi Vit gi vn tt l Cali hay phin m Hn Vit l Cu Kim Sn, l mt tiu bang ven bin pha ty ca Hoa K.Vi dn s l 38 triu ngi v din tch 410,000 km (158,402 mi 2), ln hn Vit Nam (331 nghn km2 . 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My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Write a code that writes and reads a binary file in parallel according to the following steps: I) The first process writes integers 0-9 from the beginning of the file, the second process writes integer Merced and other places. Join Google), Jing Liang (Undergraduate student, graduated in 2017. Tianxi Li. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). University of California, Merced 5200 North Lake Rd. 31 (non-volatile memory) . [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. For more information, please click here for the Curriculum Vitae. 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! 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. 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. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. degree from the Beijing Institute of Technology. Calculate on each MPI process the average between its local rank and the local rank from each of its Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. Each process reads the data just written by using an explicit offset. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Changqing Li Professional Title: Professor and Graduate Group Chair Email: cli32@ucmerced.edu Lab Website (s): Li Lab Research Interests: Biomedical imaging methods for cancer and drug delivery Changqing Li's research focuses on biomedical imaging, especially tissue optical imaging and x-ray imaging. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. . 2. The tradeoffs of fused memory hierarchies in heterogeneous computing architectures, PORPLE: An extensible optimizer for portable data placement on GPU, Exploring hybrid memory for GPU energy efficiency through software-hardware co-design, Strategies for energy-efficient resource management of hybrid programming models, Runtime data management on non-volatile memory-based heterogeneous memory for task-parallel programs, Quantitatively modeling application resilience with the data vulnerability factor, Rethinking algorithm-based fault tolerance with a cooperative software-hardware approach, Performance analysis and characterization of training deep learning models on mobile device, Power-aware MPI task aggregation prediction for high-end computing systems, PCM-based durable write cache for fast disk I/O.

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