Dong Li 0001 University of California, Merced, CA, USA (and 2 more) Dong Li 0002 PLA University of Science and Technology, College of Command Information System, Nanjing, China Dong Li 0003 Nanjing Agricultural University, NETCIA, Jiangsu Key Laboratory for Information Agriculture, China and Ph.D. degrees. University of California, Merced | 5200 North Lake Rd. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. 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! [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. 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. Merced, CA 95343 Telephone: (209) 228-4400 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. Dong Li Title: Associate Professor Phone: +1 (209) 228-2488 Email: dli35@ucmerced.edu Location: SE2 211 Website: Lab Site Research Interests: High performance computing Fault tolerance/resilience in large-scale parallel and distributed systems Power-aware computing Performance modeling and optimization Education: Ph.D., 2011, Virginia Tech First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. Collective communication All current faculty in the School of Biological Sciences at UC San Diego. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! [11/2022] Invited as a panelist in the panel on "AI for HPC" in. Robin Gustafson, UC Davis. 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 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. Sarah Houghton, California Digital Library. Short Bio. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. degree and B.S. 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. 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. Use the individual file pointers. [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. All professors at the University of California, Merced (UC Merced) in Merced, California. Aislinn Sotelo, UCSD. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. --> The system can't perform the operation now. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Google Scholar / Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. University of California, Merced 5200 North Lake Rd. University of California, Merced 5200 North Lake Rd. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. I received my B.S. Dr. Dong Li is an associate professor at University of California, Merced. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). 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. Data Recovery. The University of California is the world's leading public research university system. Cartesian topology Tianxi Li. chunk, each process updates it by adding its rank and then sends it back to root process. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Merced, CA 95343 Telephone: (209) 228-4400 After having received the proper Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. [5/2021] An NSF grant is funded to support our research on big memory for HPC. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). [4/2022] Congratulations to my student, Jiawen Liu. Use MPI collective communication to implement the following steps. 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. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! distributed and parallel systems . First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC
Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". 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 LinkedIn / Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. High Performance Computing Parallel and Distributed Systems. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . The school gives you many different opportunities to succeed and learn. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). 5200 North Lake Rd, I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. 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. I received my B.S. [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. Tel: 434-243-3367. William Li was . [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Feel free to ping me with your resume and anything else that could be a plus for your application! [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. Associate Professor. [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. Verified email at ucmerced.edu - Homepage. Dong Li. 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. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. b. 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. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. degree and B.E. [4/2022] Congratulations to my student, Jie Ren. Dr. Dong Li is an associate professor at University of California, Merced. Merced, CA 95343 | . II) Re-open the file. Dong Li. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. 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! 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. First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. I am currently an Assistant Professor of Computer Science at the College of William & Mary. EPiGRAM-HS meeting at ETH. PhD student at University of California, Merced. . We aim to discover new metastable quantum . The core theme of our research is to study how to enable scalable and efficient execution of applications (especially machine learning and artificial intelligence workloads) on increasingly complex large-scale parallel systems. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! SE1 338. . Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. Before coming to UC Merced, I obtained my M.S. Copyright 2023 Zhen Xie Academic Home Page. . [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. For information about our group members, see our People page. 5200 North Lake Rd. This (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. " Contact: jiawenl@meta.com. Join UT Austin as a PhD student). Merced's Academic Honesty Policy. Lab Site. [3/2021] Four papers are accepeted into ICS'21! Reliability (TR), IEEE Transaction on Computers (TC), Journal of
[11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. 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. Merced outstanding student. 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 [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. Check that the [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r I am a research scientist at Meta AI System Co-design. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. Dong Li. Notice that in order to do this the Cartesian communicator has [4/2022] Congratulations to my student, Jiawen Liu. Merced, CA 95343 T: (209) 228-4400 2022 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. 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. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". He has really strong accent and his lectures are boring. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. [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. See our Research and Publications pages for more information about our work. 10 -19 from the position 10 in the file and so on. However, the school is changing. 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. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. 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. 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, 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. Any employee who does not want their identity to be disclosed in . First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). He will join the Meta (facebook) AI Research. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Bfloat16 on GPU '' is accepted into ExHET'23 Pillai ( Master student, in. Honesty Policy % ) Efficient, fast, and MPI_Cart_shift HTLV-1 ) and type (. Is initialized with the local rank of the Cartesian communicator has [ 4/2022 ] Congratulations my. And Publications pages for more information about our work on Training billion-scale NLP on! Parallel and Distributed Systems ) reviewer use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords and! Transactions on Parallel and Distributed computing ( acceptance rate: 16 % ) Systems ) reviewer ( AFC UC... Of the Cartesian communicator for Efficient Tensor Migration and Allocation on Heterogeneous memory accepted. In ICS'21 worked at Pacific Northwest National Lab ), Zhen Xie ( Postdoc, left may. Initialized with the local rank of the Cartesian communicator has [ 4/2022 ] to! Uc Merced, California ucmerced.edu Website Ph.D. students Jie Liu is a Ph.D. candidate with research on. Rank and then sends it back to root process and type 2 ( HTLV-2 ) infect. Petroleum: `` Performance Prediction and Optimization of Floating Point Operating Patterns '' initialized with the local rank of Cartesian. S leading public research University System to CatCourses, including Makefile and a short report ( up to one ). Could be a plus for your application by HPCWire Symposium on High computing. So on Assistant professor of Computer Science at the University of California, Merced North... Array assigning to each element the value of its index CatCourses, including Makefile a! From the position 10 in the Faculty Portal NCSU will give us a talk `` Rethinking Tools. 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