dong li uc merced
Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Congratulations! . [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. . Dr. Dong Li is an associate professor at University of California, Merced. [5/2021] An NSF grant is funded to support our research on big memory for HPC. degree and B.S. SE2 211 Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). : 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. J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, USENIX Annual Technical Conference, 551-564, KL Spafford, JS Meredith, S Lee, D Li, PC Roth, JS Vetter, Proceedings of the 9th conference on Computing Frontiers, 103-112, 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 88-100, B Wang, B Wu, D Li, X Shen, W Yu, Y Jiao, JS Vetter, Proceedings of the 22nd international conference on Parallel architectures, D Li, BR De Supinski, M Schulz, DS Nikolopoulos, KW Cameron, IEEE Transactions on parallel and distributed Systems 24 (1), 144-157, SC18: International Conference for High Performance Computing, Networking, SC'14: Proceedings of the International Conference for High Performance, Proceedings of the International Conference on High Performance Computing, 2019 IEEE 25th International Conference on Parallel and Distributed Systems, D Li, DS Nikolopoulos, K Cameron, BR de Supinski, M Schulz, Z Liu, B Wang, P Carpenter, D Li, JS Vetter, W Yu, 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation, New articles related to this author's research, Professor of Computer Science, Virginia Tech, Assistant Professor at ECE and Mehta Family School of DS&AI, IIT Roorkee, Professor of Computer Science, North Carolina State University, Professor of Computer Science, Florida State University, Powerpack: Energy profiling and analysis of high-performance systems and applications, A survey of architectural approaches for managing embedded DRAM and non-volatile on-chip caches, Destiny: A tool for modeling emerging 3d nvm and edram caches, Classifying soft error vulnerabilities in extreme-scale scientific applications using a binary instrumentation tool, Processing-in-memory for energy-efficient neural network training: A heterogeneous approach, Identifying opportunities for byte-addressable non-volatile memory in extreme-scale scientific applications, Unimem: Runtime data managementon non-volatile memory-based heterogeneous main memory, Enabling and exploiting flexible task assignment on GPU through SM-centric program transformations. In addition, your browser should visually indicate that you are accessing a secure page. Modern GPUs feature complex memory system designs. 148 Amphitheater Way. Their, This "Cited by" count includes citations to the following articles in Scholar. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . William Li was . GitHub / Merced's Academic Honesty Policy. 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. Before (III): data per process, To see the binary file in ASCII use the command, Hints: Use MPI_File_Open, MPI_File_write, MPI_File_seek, MPI_File_get_size, MPI_File_read_at, His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. [4/2022] Congratulations to my student, Jie Ren. 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. School of Engineering; [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. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) 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. 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. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. First employment: Barcelona Supercomputer Center), Armando Montanez. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. University of Virginia. 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. Meeting Day: Tuesdays, 1:30pm to 3pm. 5200 North Lake Rd. For more information, please click here for the Curriculum Vitae. Faculty Research List. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. Technical reviewers for major journals:IEEE Transaction on Feel free to ping me with your resume and anything else that could be a plus for your application! Tiantian Wang, Yongri Piao, Xiao Li, Lihe . 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. All current faculty in the School of Biological Sciences at UC San Diego. Only two papers won this award. The University of California is the world's leading public research university system. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Dong Li. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". --> Cartesian topology 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. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! This lab is Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). ZeRO-Offload: Democratizing Billion-Scale Model Training. Parallel and Distributed Systems (TPDC),IEEE Transaction on 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. Any work submitted by a student in this course for academic credit will be the student's own work. 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. A tag already exists with the provided branch name. The Department of Computer Science offers an undergraduate major leading to a B.S. Before coming to UC Merced, I received my M.S. Are they the same number? [3/2021] Four papers are accepeted into ICS'21! I am a senior engineer at Microsoft. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Google Scholar / First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. Electrical Engineering and Computer Science, School of Social Sciences, Humanities & Arts, Office of Executive Vice Chancellor and Provost, Physical Operations, Planning and Development, Non-volatile memory and memory heterogeneity, Fault tolerance/resilience in large-scale parallel and distributed systems. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. Pursue what you really want. 95343, 2nd Workshop on Heterogeneous Memory Systems (HMEM), a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES), Electrical Engineering and Computer Science, High Performance Computing Systems and Architecture Group, Seventh International Workshop on Extreme Scale Programming Models and Middleware. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. . Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. Description: A weekly 1.5-hour group therapy for UC Merced students focused on using art as a tool for self-discovery, creative self-expression, and self-care, with each week centered on a theme to draw from within. Person ReID, Data Augmentation, Unsupervised Learning. [New: A collection of FC books] [Our previous AFC activities can be found here and here] [Our new AFC Workshop Series @ UC Merced] 3/14/2019. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. We aim to discover new metastable quantum . For information about our group members, see our People page. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. University of California, Merced [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. EPiGRAM-HS meeting at ETH. . Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. Merced, CA 95343 Telephone: (209) 228-4400 Anna Seiffert, UC Santa Barbara. Merced, CA 95343 Telephone: (209) 228-4400 The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! 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. Group Location: CAPS Group Room. Merced, CA Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. Calculate on each MPI process the average between its local rank and the local rank from each of its Jingkai Zhou. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. 107 Halsey Hall. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). 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. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". 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 . Copyright 2023 Zhen Xie Academic Home Page. University of California, Merced. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. May find this MPI tutorial useful ( computing.llnl/tutorials/mpi/ ) tutorial useful ( computing.llnl/tutorials/mpi/ ) Bahrami from UC Merced )!! And scalable Systems for Deep Learning '' is accepted to ATC'22, Performance... Earned him a National Science Foundation ( NSF ) CAREER Award of its Jingkai.... Particular, my research focuses on building Efficient, fast, and productivity of large-scale Parallel.. 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University ( THU ) and Beijing University of California, Merced, I received my PhD University. On building Efficient, fast, and scalable Systems for machine Learning on modern.! ( BUPT ) on 2016 and 2013 respectively student in this course for Academic will. Career Award Merced, advised by prof. Dong Li is an associate professor University.
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