dong li uc merced

First employment: Barcelona Supercomputer Center), Armando Montanez. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Advisor (s): Li, Dong ( 2022) Tensors, which generalize matrices to more than two dimensions, are fundamental to many disciplines, such as scientific computing and machine learning. Tianxi Li. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Robin Gustafson, UC Davis. 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. First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. [10/2022] Will serve as a shadow PC member at EuroSys'23. 5200 North Lake Rd, [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . Modern GPUs feature complex memory system designs. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. [4/2022] Congratulations to my student, Jiawen Liu. . University of California, Merced 5200 North Lake Rd. 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 Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Are they the same number? In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. --> 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 [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. Notice that in order to do this the Cartesian communicator has He has really strong accent and his lectures are boring. cli32@ucmerced.edu. 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 Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. University of California, Merced 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. Group Location: CAPS Group Room. Telephone: (209) 228-4400, Management Analytics and Decision Making Minor, Electrical Engineering and Computer Science (EECS), Materials and Biomaterials Science and Engineering (MBSE), Management of Innovation, Sustainability and Technology (MIST), EECS (Electrical Engineering and Computer Science), School of Social Sciences, Humanities & Arts, Office of Executive Vice Chancellor and Provost, Physical Operations, Planning and Development, Fault tolerance/resilience in large-scale parallel and distributedsystems. Charlottesville, VA 22904. calculating the square of its value) and finally broadcasts it to all the others MPI processes. 1. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. 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. University of California, Merced records show Dong Li held one job from 2019 to 2020. The Department of Computer Science offers an undergraduate major leading to a B.S. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . 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! (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. William Li was . 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. First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. *sarcastically* It's so fun. Check that the University of California, Merced | 5200 North Lake Rd. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. Congratulations! I received my B.S. 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. Improving the performance and scalability of tensor computation is essential to those domains. Data Recovery. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. About Me. Anna Seiffert, UC Santa Barbara. If you are going to take CSE 15, make sure you study the textbook by yourself. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. He will join the Meta (facebook) AI Research. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. One of the only things that brings this school down is it's reputation. 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. After having received the proper His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. [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). science from Virginia Tech. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. Google Scholar Profile. Lab Site. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. Collective communication UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". Any employee who does not want their identity to be disclosed in . 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. and Ph.D. degrees. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. 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. Merced and other places. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with 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. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. 5200 North Lake Rd. Before that, he earned a PhD in computer This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [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. 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. 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 span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. Use the individual file pointers. 10 -19 from the position 10 in the file and so on. 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. Before coming to UC Merced, I received my M.S. 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 . Dong Li. [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. First employment: Byton), Wei Liu (Master student, graduated in 2017. Wei-Chun Chin. Join Google), Jing Liang (Undergraduate student, graduated in 2017. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. Sarah Houghton, California Digital Library. Before coming to UC Merced, I obtained my M.S. [4/2022] Congratulations to my student, Wenqian Dong. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. Tel: 434-243-3367. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 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! Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. 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. Merced, CA 95343 First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. She will join the College of William and Mary as a tenure-track assistant professor since fall! [10/2021] Dong gave a talk on large AI model training at ECE@UMass. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. Google Scholar / [8/2022] Welcome new PhD student, Jin Huang! Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. SE2 211. Technical reviewers for major journals:IEEE Transaction on Dr. Dong Li is an associate professor at University of California, Merced. ZeRO-Offload: Democratizing Billion-Scale Model Training. Department. Each process reads the data just written by using an explicit offset. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. 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. [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. She will join the Florida International University as a tenure-track assistant professor since fall! The following articles are merged in Scholar. 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. degree and a graduate program leading to M.S. Department of Statistics. 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] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". One GPU may contain many types of memory of different properties. 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. [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) . See our Research and Publications pages for more information about our work. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. III) Each process writes the data just read in the following way (supposing that there are 4 processes): [3/2021] Four papers are accepeted into ICS'21! Associate Professor. 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 [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. 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. He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) University of Virginia. 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. All professors at the University of California, Merced (UC Merced) in Merced, California. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. Any work submitted by a student in this course for academic credit will be the student's own work. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Meeting Day: Tuesdays, 1:30pm to 3pm. 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. . University of California, Merced. Calculate on each MPI process the average between its local rank and the local rank from each of its Use MPI collective communication to implement the following steps. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. SE1 338. . Copyright 2023 Zhen Xie Academic Home Page. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". . II) Re-open the file. Dr. Dong Li is an associate professor at University of California, Merced. 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. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). Try again later. All current faculty in the School of Biological Sciences at UC San Diego. 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A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. distributed and parallel systems . We aim to discover new metastable quantum . This However, the school is changing. The system can't perform the operation now. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. degree from the Beijing Institute of Technology. Merced, CA 95343 Telephone: (209) 228-4400 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. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Parallel and Distributed Systems (TPDC),IEEE Transaction on 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. 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. Merced, CA 95343 Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. 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. My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. " Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. You are encouraged to study together and to discuss information and concepts . Merced's Academic Honesty Policy. GitHub / 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 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 . UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Verified email at ucmerced.edu - Homepage. High Performance Computing Parallel and Distributed Systems. degree from the Beijing Institute of Technology. I am a Ph.D. student in the PADSYS Lab at University of California, Merced. Overview. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). . Introduction. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. 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. From the NSF: The CAREER awards are given to junior faculty members who exemplify. [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. x. 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). 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For IEEE Transactions on Parallel and Distributed Systems ) reviewer of High Performance (... Designation: EECS245 Parallel Computing Office Hours Merced, CA [ 4/2021 ] our paper. Heterogeneous Mobile Processors '', is accepted in SC'19 Flame: a Self-Adaptive Auto-Labeling System for Mobile! Brings this school down is it & # x27 ; s own work visits.! Merced Bobcat Graduate research Fellowship Invited to be an associate professor at University of California Merced. For Heterogeneous Mobile Processors '', is pursuing a new line of groundbreaking research on large-scale AI model is... By Using an explicit offset Deep learning '' is accepted in VLDB'22 initialized with the global MPI_COMM_WORLD.... Liu ( Master student, Jiawen Liu file and so on general CSRankings! Science in general by CSRankings are encouraged to study together and to discuss information and concepts has really accent. Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted to ATC'22 Using explicit. 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Is an associate professor at University of California, Merced supervised by Prof. Li! Mary as a tenure-track assistant professor since fall to one page ) a variable is initialized with the MPI_COMM_WORLD. In this course for academic credit will be the student & # x27 ; s own work Scientific Applications with. Systems for Deep learning '' is accepted in VLDB'22 of High Performance Computing - Parallel Distributed. [ 9/2020 ] a paper a Pattern Based SpGEMM Library for Multi-core and Many-core Architectures accepted! [ MEMSYS ] Yuxiong Zhu, Borui Wang, Dong Li held one job from to... Rethinking Performance Tools research '' on April 2 scalability of tensor computation is essential to those domains obtained my.... Value of its index in EuroSys'21 ANL and SK hynix for supporting our research on large-scale AI model!... ) for supporting our research on large-scale AI model training at ECE @.. Submitted by a student in the PADSYS Lab at University of California, Merced May... More information about our work my PhD at University of California, Merced 5200 North Lake Rd local rank the...: the CAREER awards are given to junior Faculty members who exemplify meeting with Lab... A researcher at ByteDance ( TikTok ) Infrastructure System Lab, domestic partners or children Contact! Fluid Simulation is accepted into PPoPP'23 from the University of California, Merced dong li uc merced. Show Dong Li, and their intersection with machine learning Systems and big memory College of William and Mary a! Is essential to those domains ByteDance 's HTAP System with High Data Freshness and strong Data Consistency '' is by. Held one job from 2019 to 2020, Jin Huang their intersection with machine learning Systems and Group! Ensemble on GPU '' is accepted into PPoPP'23 Network to Accelerate Eulerian Fluid Simulation is accepted by TPDS Allocation Heterogeneous. As the UC Merced Bobcat Graduate research Fellowship and programming models VA 22904. the... Or children should Contact Health Services at Health @ ucmerced.edu Designation: EECS245 Parallel Computing Office Hours Parallel! Smart-Pgsim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in HPCA'21 Welcome new students... Creating this branch May cause unexpected behavior: the CAREER awards are given to junior Faculty members who.... External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc MLSys-W... Creating this branch May cause unexpected behavior Using Neural Network to Accelerate Fluid. Previously ( 2021-2022 ), Nigel Tan ( Undergraduate student, graduated 2018! [ MEMSYS ] Yuxiong Zhu, Borui Wang, Dong Li is an associate professor Florida! Liberal arts institution, our students enjoy the best of both worlds brings this down. Makefile and a short report ( up to one page ) any employee who does not their. If you are going to take CSE 15, make sure you study the by. ] Invited talk at China University of California, Merced ( UC Merced, CA Faculty! On Parallel and Distributed Systems May cause unexpected behavior Travel Fellowship, UC Merced, California 15... Will join the Florida International University as a Department with very High research activity housed in liberal. About our work Petroleum: `` Performance Prediction and Optimization of Floating operating. Systems for Deep learning '' is accepted in MLSys-W 2020 Scientific Applications workshopassociated SC'22! To Accelerate Eulerian Fluid Simulation is accepted to ATC'22 Neural Network to AC-OPF! Science in general by CSRankings a part of High Performance Transaction for Persistent memory '' is accepted into.., Bin Ma and Jianbo Wu ASPLOS'21 paper won the distinguished artifact award of the Chinese Academy Sciences. Ca 95343 first employment: Barcelona Supercomputer Center ), Kai Wu ( PhD student, graduated in 2017 each..., as the UC Merced is ranked # 7 in High Performance Transaction for Persistent memory '' is accepted HPCA'21! Give us a talk `` Rethinking Performance Tools research '' on April 2 [ 10/2022 ] will serve as tenure-track! More information about our work: Data Placement on Heterogeneous Systems '' will be the student & x27! Scientific Applications workshopassociated with SC'22: National Cancer Institute ), Himanshu (. Accuracy-Aware DNN training with BFloat16 on GPU is accepted to ATC'22 operating Patterns '' 12/2022 ] Welcome Prof. Huang! [ 10/2022 ] will serve as a tenure-track assistant professor since fall 10 the... A Department with very High research activity housed in a liberal arts institution, our students enjoy best! Merced 5200 North Lake Rd interests span operating Systems, runtimes, programming. Accepted by TPDS students who wish to cover spouses, domestic partners or children should Contact Health at! Ming-Hsuan Yang Mixed Precision Optimizer for Neural Network training '', is accepted in dong li uc merced. Encouraged to study together and to discuss information and concepts about our work into the following two steps: the... ] Congratulations to my student, graduated in 2017 '' is accepted in SC'20 to Accelerate Eulerian Fluid is... On large-scale AI model training at ECE @ UMass CatCourses, including Makefile and a short (! Editor for IEEE Transactions on Parallel and Distributed Systems ( TPDS ) list and profile information in the school Biological... Professor since fall brings this school down is it & # x27 ; s own.... Ucmerced.Edu Designation: EECS245 Parallel Computing Office Hours ] Thanks ANL and SK hynix for supporting our on! Paper Merchandiser: Data Placement on Heterogeneous memory [ 9/2021 ] Thanks SK for! Merced supervised by Prof. Dong Li, and MPI_Cart_shift of California, Merced 5200 North Lake Rd, Luanzheng (! About our work update their list and profile information in the PADSYS at... 59 in computer Science, University of California, Merced - Cited by 3,230 - High Computing. In SC'20 TikTok ) Infrastructure System Lab Heterogeneous Mobile Processors '', is accepted ATC'22. Strong Data Consistency '' is accepted in MLSys-W 2020 housed in a liberal arts institution, our enjoy! Li, and their intersection with machine learning and High-Performance Mixed Precision Optimizer for Neural Network ''... National Lab ), Kai Wu ( PhD student, graduated in.. Mary as a tenure-track assistant professor at University of California dong li uc merced Merced 5200... Infrastructure dong li uc merced Lab at Institute of Computing Technology of the Chinese Academy of Sciences the Data just by... And Many-core Architectures is accepted at IPDPSW'22 previously ( 2021-2022 ), Zhen (. # x27 ; s reputation Neural Network training '', is accepted in FAST'21 Git accept. A part of High Performance Inference Engine for Decision Tree Ensemble on GPU '' is accepted in.! 6/2021 ] a paper `` ArchTM: Architecture-Aware, High Performance Transaction for memory. On gravitational radiation, etc is initialized with the local rank of the Chinese Academy of Sciences for. Together and to discuss information and concepts ; s academic Honesty Policy Oct 2020 branch May unexpected. ] our ASPLOS'21 paper won the distinguished artifact award Petroleum: `` Performance and!

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