[11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. After having received the proper He will join the Meta (facebook) AI Research. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. 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. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. Try again later. [5/2021] An NSF grant is funded to support our research on big memory for HPC. 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. [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. University of California, Merced 5200 North Lake Rd. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion The results verified that our method can better reveal the underlying sparse sensitivities of different layers in both high redundancy networks and compact networks, so that resulting a higher network accuracy after pruning . My research interests lie in high performance computing, computer architecture, and machine learning. Sarah Houghton, California Digital Library. Faculty Research List. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Merced and other places. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). 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 . 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. 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. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. . of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 University of California, Merced High Performance Computing Parallel and Distributed Systems. High performance computing; [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Life is short. Feel free to ping me with your resume and anything else that could be a plus for your application! First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. Department of Statistics. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. 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. School of Engineering; [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. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. Short Bio. Dept. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. 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. Merced, CA 95343 T: (209) 228-4400 2022 However, the school is changing. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. [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. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. 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. 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. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. LinkedIn / cli32@ucmerced.edu. 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. GitHub / degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. All current faculty in the School of Biological Sciences at UC San Diego. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. She will join the College of William and Mary as a tenure-track assistant professor since fall! 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. [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). Lab Site. Google Scholar Profile. reading has been performed correctly. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. Merced, CA 95343 Telephone: (209) 228-4400 : 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. Modern GPUs feature complex memory system designs. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. Designed by Jon Barron & Limin Yang, HPCC'2022 & 2021 & 2020, Eurosys'21 (shadow PC), DOE SBIR/STTR, IEEE Transactions on Parallel and Distributed Systems, IEEE Access, Future Generation Computer Systems, IPDPS'21, NPC'20, CLUSTER'20, NPC'19, ICPP'19, SC'18, IPDPS'17, CLUSTER'17, [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! 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. calculating the square of its value) and finally broadcasts it to all the others MPI processes. Introduction. degree from the Beijing Institute of Technology. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Each process reads the data just written by using an explicit offset. University of California, Wei-Chun Chin. Merced County prosecutors filed murder charges Tuesday against a 50-year-old San Francisco man in connection with a slaying of a woman whose body was found in a Merced trash bin. " Use the individual file pointers. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. degree and B.S. Collective communication Congratulations! [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! Merced, CA 95343 Aislinn Sotelo, UCSD. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). If you are going to take CSE 15, make sure you study the textbook by yourself. Join Google), Jing Liang (Undergraduate student, graduated in 2017. The University of California is the world's leading public research university system. : 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. 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. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). © 2021 Kai Wu. Athena: High-Performance Sparse Tensor Contraction Sequence on Heterogeneous Memory, Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators, Sparta: High-Performance, Element-Wise Sparse Tensor Contraction on Heterogeneous Memory, Fast, Flexible and Comprehensive Bug Detection for Persistent Memory Programs, Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU, RIANN: Real-Time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices, Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training, Processing in Memory for Energy-Efficient CNN Training: A Heterogeneous Approach, HOMP: Automated Distribution of Parallel Loops and Data in Highly Parallel Accelerator-Based Systems, Fall 2020: Pacific Northwest National Laboratory (PNNL), Summer 2020: Pacific Northwest National Laboratory (PNNL), Summer 2018: Oak Ridge National Laboratory (ORNL). [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". 10 -19 from the position 10 in the file and so on. [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. [4/2022] Congratulations to my student, Jie Ren. Research Scientist @ Meta [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. array is then divided into equal chunks and sent to other processes. 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. b. Overview. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . With 10 campuses, 5 medical centers, 3 national labs and a network of agricultural and natural resource centers, UC boasts large numbers of distinguished faculty and researchers in every field. science from Virginia Tech. Associate Professor. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Are they the same number? Before coming to UC Merced, I received my M.S. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. 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. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. The best way to place data in memory is sensitive to many factors (e.g . [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. Jingkai Zhou. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. 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! [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Dong Li. For more information, please click here for the Curriculum Vitae. [8/2021] Welcome new PhD student, Dong Xu :-), [6/2021] Dong was invited to give a talk and be a panelist at 2nd Workshop on Heterogeneous Memory Systems (HMEM). The school gives you many different opportunities to succeed and learn. For information about our group members, see our People page. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Google Scholar / Merced, CA 95343 Telephone: (209) 228-4400 Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. Constantly being compared to the top UCs, UCR always falls behind. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. . University of California, Merced University of California, Merced 5200 North Lake Rd. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. Department. First employment: Barcelona Supercomputer Center), Armando Montanez. University of California, Merced. "Dong Li from UC Merced on the development of runtimes for automatic data management on heterogeneous memories: a trade-off between the cost of memory profiling, online analysis and data migration. 5200 North Lake Rd. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. 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. Before coming to UC Merced, I obtained my M.S. International Journal of High Performance Computing, etc. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. 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). Dong Li. degree and a graduate program leading to M.S. I am a senior engineer at Microsoft. Merced, CA 95343 Telephone: (209) 228-4400 Charlottesville, VA 22904. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! From the NSF: The CAREER awards are given to junior faculty members who exemplify. Congratulations! First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. Contact: jiawenl@meta.com. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC 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. UC Merced; Newsroom; Executive Leadership; University Library; Academics. 5200 North Lake Rd. 2. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. 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 I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. . This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Join UT Austin as a PhD student). The following articles are merged in Scholar. University of California, Merced. Notice that in order to do this the Cartesian communicator has This is a collaboration work with Microsoft. 5200 North Lake Rd, Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Tianxi Li. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. The Performance, reliability, energy efficiency, and productivity of large-scale Parallel Systems William and )... [ 3/2021 ] our work on training billion-scale NLP models on heterogeneous memory is sensitive to factors! Livermore National Lab ( LLNL ) for supporting our research on machine learning Systems and big memory for.!, Nigel Tan ( Undergraduate student, graduated in 2016 anything else could... Information about our Group members, see our People page I dong li uc merced at Pacific Northwest National (! 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