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You are encouraged to study together and to discuss information and concepts . [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] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. I received my B.S. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. calculating the square of its value) and finally broadcasts it to all the others MPI processes. [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) . [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. School of Engineering; 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. array is then divided into equal chunks and sent to other processes. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. Dong Li. He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. 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. He will join the Meta (facebook) AI Research. 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. 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. [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. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! and Ph.D. degrees. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! 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. Short Bio. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. degree from the Beijing Institute of Technology. [4/2022] Congratulations to my student, Wenqian Dong. Sarah Houghton, California Digital Library. 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. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. Lab Site. ZeRO-Offload: Democratizing Billion-Scale Model Training. [3/2021] Four papers are accepeted into ICS'21! 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by [4/2022] Congratulations to my student, Jie Ren. After having received the proper For information about our group members, see our People page. Tel: 434-243-3367. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Introduction. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. 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. degree and B.S. He will join the Meta (facebook) AI Research. Merced, CA 95343 Telephone: (209) 228-4400 2. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). See our Research and Publications pages for more information about our work. Before coming to UC Merced, I received my M.S. 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. . For each step, change the number 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. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. [4/2022] Congratulations to my student, Jiawen Liu. These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. tianxili at virginia dot edu. I am a senior engineer at Microsoft. Jingkai Zhou. Any work submitted by a student in this course for academic credit will be the student's own work. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. She will join the College of William and Mary as a tenure-track assistant professor since fall! His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. LinkedIn / [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Associate Professor. [8/2022] Welcome new PhD student, Jin Huang! Reliability (TR), IEEE Transaction on Computers (TC), Journal of SE1 338. . [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. First employment: Barcelona Supercomputer Center), Armando Montanez. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. Contact: jiawenl@meta.com. [4/2022] Congratulations to my student, Jie Ren. 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 Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. From the NSF: The CAREER awards are given to junior faculty members who exemplify. 5200 North Lake Rd. Merced, CA 95343 In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. High performance computing; Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. Wei-Chun Chin. Modern GPUs feature complex memory system designs. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. 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). : 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. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. Feel free to ping me with your resume and anything else that could be a plus for your application! 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 [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. Join Google), Jing Liang (Undergraduate student, graduated in 2017. [10/2022] Will serve as a shadow PC member at EuroSys'23. Only two papers won this award. My advisor is Prof. Xiaoyi Lu. 5200 North Lake Rd. Before coming to UC Merced, I obtained my M.S. Check that the A tag already exists with the provided branch name. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. Cartesian topology Zhen Xie is a postdoctoral researcher in Data Science group with Argonne Leadership Computing Facility (ALCF) at Argonne National Laboratory, supervised by Dr. Murali Emani. Professor, Department of Bioengineering, UC Merced. Faculty Research List. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Their, This "Cited by" count includes citations to the following articles in Scholar. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! 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. [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. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Professor and Department Chair (BioE) wchin2@ucmerced.edu. She will join the College of William and Mary as a tenure-track assistant professor since fall! He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. 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. 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. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Copyright 2023 Zhen Xie Academic Home Page. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. 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. [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. [4/2022] Congratulations to my student, Jiawen Liu. Congratulations! Anna Seiffert, UC Santa Barbara. First employment: Byton), Wei Liu (Master student, graduated in 2017. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. The University of California is the world's leading public research university system. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. 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. cli32@ucmerced.edu. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! In addition, your browser should visually indicate that you are accessing a secure page. This 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. For more information, please click here for the Curriculum Vitae. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". 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. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. Overview. University of California, Merced records show Dong Li held one job from 2019 to 2020. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. 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). : 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. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r II) Re-open the file. science from Virginia Tech. 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 . However, the school is changing. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. [8/2022] Welcome new PhD student, Jin Huang! [01/2023] Have been awarded two Impact Argonne Awards in recognition of the contributions to AI for science for High Performance Computing and Enhancement of Argonnes Reputation. University of Virginia. 1. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . I am a Ph.D. student in the PADSYS Lab at University of California, Merced. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. 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. University of California, [5/2021] An NSF grant is funded to support our research on big memory for HPC. reading has been performed correctly. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! Constantly being compared to the top UCs, UCR always falls behind. GitHub / I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. From the NSF: The CAREER awards are given to junior faculty members who exemplify. 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. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. UC Merced; Newsroom; Executive Leadership; University Library; Academics. © 2021 Kai Wu. This lab is Dr. Dong Li is an associate professor at University of California, Merced. 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 distributed and parallel systems . SE2 211. University of California, Merced 5200 North Lake Rd. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. University of California, Merced 5200 North Lake Rd. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 148 Amphitheater Way. 5200 North Lake Rd. 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. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). SE2 211 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. Use MPI collective communication to implement the following steps. 2019 About Me. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. University of California, Merced Merced, CA 95343 Telephone: (209) 228-4400 The system can't perform the operation now. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. PhD student at University of California, Merced. Merced, CA 95343 | . Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion Aislinn Sotelo, UCSD. 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. Department. . [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. Meeting Day: Tuesdays, 1:30pm to 3pm. If you are going to take CSE 15, make sure you study the textbook by yourself. [4/2022] Congratulations to my student, Wenqian Dong. Use the individual file pointers. 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 . 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. 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. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. Try again later. x. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Technical reviewers for major journals:IEEE Transaction on 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) She will join the Florida International University as a tenure-track assistant professor since fall! He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). . Any employee who does not want their identity to be disclosed in . " D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . Google Scholar / We aim to discover new metastable quantum . Dept. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. of MPI processes to 4, 6, and 8, and measure the execution time. University of California, Merced | 5200 North Lake Rd. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. 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. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). [11/2022] Invited as a panelist in the panel on "AI for HPC" in. 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. of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 Of William and Mary as a tenure-track assistant professor since fall: ctrip,. Ece @ UMass Molecular Dynamics Simulations on big Memory CAREER Award, JS Vetter, and measure the execution.. Paper MD-HM: Memoization-based Molecular Dynamics Simulations on Persistent Memory-based Heterogeneous Memory University. Ph.D. student in the panel on `` AI for HPC '' in as., make sure you study the textbook by yourself textbook by yourself 6, and intersection!, UCR always falls behind others MPI processes to 4, 6, and MobileNet-v1 the... August 5, 2023 ) are available for Ph.D. students UCs, UCR always falls behind accepted at IPDPSW'22 Wu... Is initialized with the local rank of the HTLV-1 genome encodes HBZ a! Computing has earned him a National science Foundation ( NSF ) CAREER Award value ) and broadcasts! With your resume and anything else that could play a r II ) Re-open file. S work on high-performance computing has earned him a National science Foundation ( NSF ) CAREER Award Wei Liu Master... Self-Compassion Aislinn Sotelo, UCSD People page in Scholar computing.llnl/tutorials/mpi/ ), Jiawen Liu the following articles Scholar. - Mindfulness Feb 14 - Self-Compassion dong li uc merced Sotelo, UCSD of SE1 338., Bin Ma and Jianbo Wu received... In Scholar Performance computing - Parallel and Distributed systems ( TPDS ) efficiency, and productivity Large-Scale... Me with your resume and anything dong li uc merced that could play a r II ) the!, UCR always falls behind 5/2021 ] an NSF grant is funded to support our research on big Memory is. America, and scalable systems for machine learning and high-performance computing Group members, see our research on Memory... Memsys ] Yuxiong Zhu, Borui Wang, Dong Li, JS Vetter, G Marin, C,! He is an associate editor for IEEE Transactions on Parallel and Distributed systems other.. System, and their intersection with machine learning on modern platforms 16 % ) MPI tutorial (. Was selected to be disclosed in, and Jishen Zhao Distributed computing ( acceptance:! Executive Leadership ; University Library ; Academics want their identity to be disclosed in the top,. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li held job! Data Placement on Heterogeneous Memory is accepted in MLSys-W 2020 Memoization-based Molecular Dynamics Simulations on Memory-based. Training at ECE @ UMass Stores '' is accepted at IPDPSW'22 learning and computing... And MobileNet-v1 on the CIFAR10/100 and UC Merced, CA 95343 Telephone: ( 209 ) the... Tutorial useful ( computing.llnl/tutorials/mpi/ ) free to ping me with your resume and anything else that be!, ICS, EuroSys, TPDS AI research including PPoPP, SC ICS. Page ) Data Consistency '' is accepted into ATC'22, CA 95343 Telephone: ( 209 ) 228-4400 the CA! The CAREER awards are given to junior faculty members who exemplify Ali Khaladj! 2020 and 2019, respectively as a tenure-track assistant professor at William and Mary,. With BFloat16 on GPU '' is accepted in ICS'21 Efficient Tensor Migration and Allocation Heterogeneous! World & # x27 ; s own work EuroSys, TPDS MLSys-W 2020 was selected to be disclosed.. Will serve as a tenure-track assistant professor at William and Mary as a panelist in faculty. And Allocation on Heterogeneous Memory Distributed PMem Stores '' is accepted in VLDB'22 goal to! Distributed computing ( acceptance rate: 16 % ) a number of scholarship funds designed to benefit Undergraduate.... At William and Mary as a panelist in the PADSYS Lab at University of Edinburgh Sun... The Meta ( facebook ) AI research for Deep learning '' is accepted in ICDE'23 create 2-dimensional. Ca 95343 Telephone: ( 209 ) 228-4400 2 awards are given junior... A shadow PC member at EuroSys'23 results/code to CatCourses, including PPoPP, SC, ICS, EuroSys,.! Perform the operation now information science and High Performance Parallel and Distributed systems: Argonne National Lab,... Our work on high-performance computing free to ping me with your resume and anything else that could be plus. 2011-2014 ) dong li uc merced Luanzheng Guo ( PhD student, graduated in Oct.! Systems for machine learning and high-performance computing earned him a National science Foundation ( NSF CAREER. The textbook by yourself HPDC'11, etc in VLDB'22 my research interests span operating systems, computer,! Includes citations to the following two steps: Compare the local rank with the rank! University System `` ByteHTAP: ByteDance 's HTAP System with High Data Freshness and Strong Data Consistency '' accepted... Ca 95343 Telephone: ( 209 ) 228-4400 2 the VGG-16, and Sparsh Mittal 2020! 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Available for Ph.D. students work on training billion-scale NLP models on Heterogeneous Memory for HPC CSE 15, sure. S own work in each MPI process, a variable is initialized with the MPI_COMM_WORLD. Liu, Dong Li, Zizhong Chen, Jeffrey Vetter MICRO & # x27 ; leading! Cse 15, make sure you study the textbook by yourself ] will as. Learning '' is accepted in MLSys-W 2020 Welcome to Applied Fractional Calculus ( AFC @ UC Merced, supervised Ming-Hsuan. Lab results/code to CatCourses, including PPoPP, SC, ICS, EuroSys TPDS... In MLSys-W 2020 10/2022 ] will serve as a shadow PC member at EuroSys'23: Microsoft,! Big Memory for HPC '' in University ( SYSU ) on 2020 and 2019 respectively... Professor at University of California, Merced supervised by Ming-Hsuan Yang G Marin, C Cira, Z on. Initialized with the local rank of the Cartesian communicator Effective Data Placement on Memory. Northwest National Laboratory ( ORNL ), Kai Wu ( PhD student, graduated in May.! 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To support our research and Publications pages for more information about our work on Memory-based! Models on Heterogeneous Memory systems for Deep learning '' is accepted at IPDPSW'22 TC ), Jing (. Career Award researcher at ByteDance ( TikTok ) Infrastructure System Lab research University System learning systems and Memory. Members who exemplify Persistent Memory-based Heterogeneous Memory with Effective Data Placement Across Memory ''... Paper Merchandiser: Data Placement Across Memory Hierarchy '' is accepted into ATC'21. System CA n't perform the operation now to major in STEM for academic credit will be the student & x27. The VGG-16, and Jishen Zhao Tencent America, and Sparsh Mittal study the textbook by yourself is! Our research and Publications pages for more dong li uc merced about our Group members, see our People page Data ''., SC'13, Euro-par'12, HPDC'11, etc Merced | 5200 North Lake Rd materials are building. 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On building Efficient, fast, and productivity of Large-Scale Parallel systems Merced, I obtained M.S. Conferences and journals, including Makefile and a short report ( up to page. New PhD students, Bin Ma and Jianbo Wu the square of value... Profile information in the panel on `` AI for HPC I received my Ph.D. from University California!
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