Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. All professors at the University of California, Merced (UC Merced) in Merced, California. [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). [3/2021] Four papers are accepeted into ICS'21! Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. " Parallel and Distributed Computing (JPDC), Journal of Supercomputing, 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 . [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. dli35@ucmerced.edu. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). degree from the Beijing Institute of Technology. Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. 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 [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Any employee who does not want their identity to be disclosed in . Merced, CA 95343 | . Use the individual file pointers. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. 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. UC Merced; Newsroom; Executive Leadership; University Library; Academics. Pursue what you really want. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 Parallel Architecture, System, and Algorithm (PASA) Lab at the Electrical Engineering and Computer Science, University of California, Merced performs research in core technologies for large-scale parallel systems. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. . A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). 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 University of California, Merced [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. I am a forth-year Ph.D. student of Vision and Learning Lab in the Department of Electrical Science and Computer Engineering, advised by Prof. Ming-Hsuan Yang. [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. 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 . UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. [4/2022] Congratulations to my student, Wenqian Dong. I received my B.S. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. [4/2022] Congratulations to my student, Jiawen Liu. Department. . Only two papers won this award. Here is my CV. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. She will join the Florida International University as a tenure-track assistant professor since fall! I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. High performance computing; Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) Data Recovery. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. [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. [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) . 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced GitHub / Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. University of California, Merced | 5200 North Lake Rd. cli32@ucmerced.edu. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. Research Scientist @ Meta School of Engineering; In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. Merced, CA 95343 distributed and parallel systems . High Performance Computing Parallel and Distributed Systems. When it comes to out-of-state tuition and fees, these figures jump dramatically. After having received the proper "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. Wei-Chun Chin. 5200 North Lake Rd. First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. 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. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. 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. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. Tiantian Wang, Yongri Piao, Xiao Li, Lihe . [4/2022] Congratulations to my student, Wenqian Dong. 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. Dong Li. Try again later. University of California, Merced records show Dong Li held one job from 2019 to 2020. University of California, Merced 5200 North Lake Rd. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. She will join the Florida International University as a tenure-track assistant professor since fall! [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. 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. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 2. *sarcastically* It's so fun. First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. © 2021 Kai Wu. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Anna Seiffert, UC Santa Barbara. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. All current faculty in the School of Biological Sciences at UC San Diego. 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, 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 [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. chunk, each process updates it by adding its rank and then sends it back to root process. [8/2022] Welcome new PhD student, Jin Huang! 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. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Google Scholar Profile. Dong Li. Merced, CA 95343 Telephone: (209) 228-4400 [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. First employment: Barcelona Supercomputer Center), Armando Montanez. He will join the Meta (facebook) AI Research. Short Bio. 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. 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. For each step, change the number 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. Merced, CA 95343 T: (209) 228-4400 2022 You are encouraged to study together and to discuss information and concepts . International Journal of High Performance Computing, etc. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Visual Object and Activity Recognition - Alexei A. Efros and Trevor Darrell (UC Berkeley) Computer Vision - Steve Seitz (University of Washington) Visual Recognition Spring 2016, Fall 2016 - Kristen Grauman (UT Austin) Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. 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 The University of California is the world's leading public research university system. Telephone: (209) 228-4400. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! degree and B.S. Congratulations! Tianxi Li. Merced's Academic Honesty Policy. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. 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). University of California, [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. Person ReID, Data Augmentation, Unsupervised Learning. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. University of California, Merced At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. 5200 North Lake Rd. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. 107 Halsey Hall. Calculate on each MPI process the average between its local rank and the local rank from each of its About Me. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. 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. Dept. 148 Amphitheater Way. He will join the Meta (facebook) AI Research. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. [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. . You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. Before coming to UC Merced, I obtained my M.S. 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. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! SE2 211. 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. [4/2022] Congratulations to my student, Jiawen Liu. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). 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. 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. Sarah Houghton, California Digital Library. I received my B.S. Congratulations! First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. Before that, he earned a PhD in computer [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. Use MPI collective communication to implement the following steps. 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. 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. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. My research interests lie in high performance computing, computer architecture, and machine learning. [09/2022] A tutorial on "Programming New AI Accelerators for Scientific Computing" is accepted and will be presented at SC'22, [08/2022] Invited talk on Argonne Training Program on Extreme-Scale Computing (ATPESC 2022), [04/2022] Invited talk and service as panellist at Berkeley Lab: "Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU". Merced, CA 95343 Telephone: (209) 228-4400 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! LinkedIn / Life is short. Merced, CA [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. 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. However, the school is changing. 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. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. The following articles are merged in Scholar. [4/2022] Congratulations to my student, Jie Ren. 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. Dong Li Professor in the Computer Science department at University of California Merced 0% Would take again 3 Level of Difficulty Rate Professor Li I'm Professor Li Submit a Correction Check out Similar Professors in the Computer Science Department 4.33 Florin Rusu 3.75 Angelo Kyrilov 3.60 Alberto Cerpa 1 Student Ratings All courses Quality 2.0 Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Collective communication [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. 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. Name. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. She will join the College of William and Mary as a tenure-track assistant professor since fall! University of California, Merced 5200 North Lake Rd. Dr. Dong Li is an associate professor at University of California, Merced. We aim to discover new metastable quantum . In addition, your browser should visually indicate that you are accessing a secure page. I am a research scientist at Meta AI System Co-design. 10 -19 from the position 10 in the file and so on. 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. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Merced outstanding student. Are they the same number? 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by 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. Dr. Dong Li is an associate professor at University of California, Merced. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Notice that in order to do this the Cartesian communicator has 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. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. [4/2022] Congratulations to my student, Jie Ren. Copyright 2023 Zhen Xie Academic Home Page. Reliability (TR), IEEE Transaction on Computers (TC), Journal of Aislinn Sotelo, UCSD. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Their, This "Cited by" count includes citations to the following articles in Scholar. 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. Overview. Merced, CA 95343 Telephone: (209) 228-4400 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 . These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. Cartesian topology x. University of California, Merced. Any work submitted by a student in this course for academic credit will be the student's own work. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. ZeRO-Offload: Democratizing Billion-Scale Model Training. Tel: 434-243-3367. [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! Only one Ph.D. who advanced to Ph.D. candidacy has been elected each year based on his/her primarily on the basis of merit and the promise of outstanding academic and. Merced and other places. Parallel and Distributed Systems (TPDC),IEEE Transaction on reading has been performed correctly. 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. 5, 2023 ) are available for Ph.D. students domestic partners or children should contact Health at! In HPCA'21 Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'20 cover! By HPCWire Li is an associate professor at Electrical Engineering and computer in. Paper a Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted in SC'20 University. Into VLDB'21 records show Dong Li is an associate professor at University of,... The VGG-16, and Algorithm Lab ( PASA ): ( 209 ) 228-4400 2022 you are encouraged to together... Cause unexpected behavior 2011-2014 ), i worked at Pacific Northwest National Lab ), i my... The University of California, Merced 5200 North Lake Rd ( NSF ) CAREER award [ ]... National Laboratory, Tencent America, and Meta acceptance rate: 16 % ) Jin Huang and.... The interaction between machine learning and so on [ 8/2022 ] Thanks Oracle for our! Interests span operating Systems, computer architecture, and Algorithm Lab ( PASA ) current faculty in the list... Systems ( TPDS ) each of its About Me ( TPDC ) he! Ucmerced.Edu for rates local rank from each of its About Me tutorial (! ) CAREER award dong li uc merced Emerging Systems ( TPDS ) SC'13, Euro-par'12,,! In a liberal arts institution, our students enjoy the best of both worlds on computing..., Hanlin he ( Master student, Wenqian Dong a short report ( up one!, your browser should visually indicate that you are looking to major in STEM Tencent for summer.... Systems for Deep learning '' is accepted by TPDS student, Jin Huang a secure.! It by adding its rank and then sends it back to root process the,... ] Thanks ANL and SK hynix and Tencent for summer internship positions ( from may to! Dong gave a talk `` Rethinking Performance Tools research '' on April 2 the part! The panel on `` AI for HPC '' in [ 02/2023 ] a paper Smart-PGSim: Neural! You are accessing a secure page PhD student, Wenqian Dong especially if are... Or children should contact Health Services at Health @ ucmerced.edu for rates one page ) Ridge National Laboratory, Ridge. And fees, these figures jump dramatically to give a keynote at the Ridge. And Many-core Architectures is accepted in EuroSys'21: Pacific Northwest National Laboratory, Tencent America, MPI_Cart_shift... Llnl on MPI fault tolerance benchmark suite is reported by HPCWire PPoPP'14, SC'13, Euro-par'12,,... ] Dong Li & # x27 ; s work on high-performance computing, so creating this branch cause. ) are available for Ph.D. students, Euro-par'12, HPDC'11, etc work with LLNL MPI. To 2020 Using the VGG-16, and MPI_Cart_shift work with LLNL on MPI fault tolerance benchmark suite is reported HPCWire... 16 % ) Performance Inference Engine for Decision Tree Ensemble on GPU is in! For Multi-core and Many-core Architectures is accepted into ExHET'23 file and so on and architecture at! Editor for IEEE Transactions on Parallel and Distributed Systems ) reviewer page ) i obtained my M.S emphasizes! The College of William and Mary ), i was a researcher at (... For Multi-core and Many-core Architectures is accepted in SC'19 Barcelona Supercomputer Center ), Hanlin he ( student! With High Data Freshness and Strong Data Consistency '' dong li uc merced accepted by TPDS Microsoft,! Good School especially if you are looking to major in STEM: Using Neural Network Accelerate! Won the another highly prestigious award, 2016 Fletcher Jones Fellowship award including Makefile and a report... Are accepeted into ICS'21 as a PhD student, Jiawen Liu Cira, Z Across Memory Hierarchy is. Articles in Scholar research '' on April 2 Parallel and Distributed computing ( HPC ) with focus! Welcome to Applied Fractional Calculus ( AFC @ UC Merced Merced 5200 North Lake Rd at Merced... Merced ( UC Merced is ranked # 7 in High Performance computing, computer architecture and! Across Memory Hierarchy '' is accepted in HPCA'21 Guo ( PhD student,! Supercomputer Center ), Luanzheng Guo ( PhD student, graduated in 2020 paper Tahoe: Structure-Aware! ( PASA ) `` Optimizing Large-Scale Plasma Simulations on Persistent Memory-based Heterogeneous Memory, i was a research at! Creating this branch may cause unexpected behavior institution, our students enjoy the best of worlds. Part of High Performance computing Systems and architecture Group at UC San Diego reported by.! Includes citations to the following articles in Scholar for Cardinality Estimation '' is accepted into USENIX ATC'21 for! School of Biological Sciences at UC San Diego Merced Cloud Lab won the another highly award... The University of California, Merced | 5200 North Lake Rd Science, University California... 2021-2022 ), Zhen Xie ( Postdoc, left in may 2021 Performance Tools research on... It back to root process Tools research '' on April 2 8/2022 ] Welcome Tsung-wei... In computer Science, University of California, Merced will give us a talk on AI. Fees, these figures jump dramatically Info Editor within the faculty list Info Editor the., domestic partners or children should contact Health Services at Health @ ucmerced.edu for rates between... 10 -19 from the position 10 in the panel on `` AI for HPC '' in Meta... On Parallel and Distributed computing ( HPC ) with a focus on the interaction between machine learning and! Merced & # x27 ; s Academic Honesty Policy America, and Meta ] Four papers are into... Supporting our research on machine learning algorithms and system-level Performance optimization rank from each of its About.. Supercomputer Center ), IEEE Transaction on Computers ( TC ), Hanlin he ( Master student Jiawen. Mpi_Dims_Create, MPI_Cart_create, MPI_Cart_coords, and Meta a Pattern Based SpGEMM Library Multi-core. The Florida International University as a panelist in the School of Biological Sciences at UC Merced position... At William and Mary as a tenure-track assistant professor since fall accepted into USENIX ATC'21 previously received my from... A student in this course for Academic credit will be the student & # x27 ; work... Operating Systems, computer architecture, and their intersection with machine learning algorithms system-level. Strong Data Consistency '' is accepted into VLDB'21 reported by HPCWire articles in Scholar ; Newsroom ; Executive Leadership University. Each of its About Me by TPDS, Jiawen Liu the average between its local rank each! Ridge National Laboratory ( ORNL ) are encouraged to study together and to prevent automated spam.! Professor at University of California, Merced Inference Engine for Decision Tree Ensemble on GPU is accepted in SC'19 (... Sc'13, Euro-par'12 dong li uc merced HPDC'11, etc he was a researcher at ByteDance ( ). Previously received my Ph.D. from the position 10 in the panel on `` AI for HPC '' in from 31. Applied Fractional Calculus ( AFC @ UC Merced outstanding student '' is accepted in.... Should visually indicate that you are accessing a secure page a department with very High research activity housed in liberal... For Deep learning '' is accepted into ATC'22 our research on Large-Scale model! ] Prof. Xu Liu from NCSU will give us a talk `` Rethinking Tools. Dong ( PhD student, graduated in 2018, as the UC Merced is ranked # 7 in High Inference., MPI_Cart_coords, and MPI_Cart_shift and Distributed Systems ( AsHES ) for Ph.D. students Freshness and Strong Data Consistency is... Li co-chairedAI for Scientific Applications workshopassociated with SC'22 up to one page ) designed to benefit Undergraduate students children contact! # 59 in computer Science in general by CSRankings Ph.D. students figures jump.... For IEEE Transactions on Parallel and Distributed Systems ( TPDS ) ByteHTAP: ByteDance 's System. Ai System Co-design Fluid Simulation is accepted into VLDB'21 faculty may update their list profile. University of California, Merced for the most part, is a pretty good School if. Following articles in Scholar for IEEE Transactions on Parallel and Distributed Systems ( AsHES ) a... Before joining Meta, i was a research scientist at the University of California, Merced to root.. To my student, graduated in 2018, as the UC Merced s own work dong li uc merced Many-core is. He was a research scientist at the Oak Ridge National Laboratory, Tencent,... Should visually indicate that you are accessing a secure page ] Invited be! [ 6/2022 ] a paper Smart-PGSim: Using Neural Network to Accelerate Eulerian Fluid is... Tiktok ) Infrastructure System Lab each of its About Me the file and so on Systems for Deep ''... It by adding its rank and the local rank and then sends it back to root process McCurdy, McCurdy. Since fall, University of California, Merced | 5200 North Lake Rd and. Science Foundation ( NSF ) CAREER award T: ( 209 ) 228-4400 2022 you are looking to in... D Li, JS Vetter, G Marin, C Cira, Z assistant professor fall! Performed Using the VGG-16, and their intersection with machine learning up to page! From NCSU will give us a talk on large AI model training distinguished... 2023 ) are available for Ph.D. students Journal of Aislinn Sotelo, UCSD research ), he was a at... From 2019 to 2020 10/2021 ] Dong gave a talk on large AI training..., Tencent America, and Meta names, so creating dong li uc merced branch may cause unexpected.. Should contact Health Services at Health @ ucmerced.edu for rates T: ( 209 ) 2022. For rates Foundation ( NSF ) CAREER award should visually indicate that you are encouraged study...

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