His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. Department. We aim to discover new metastable quantum . 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 Tel: 434-243-3367. 5200 North Lake Rd. Merced, CA 95343 Telephone: (209) 228-4400 SE2 211. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. Telephone: (209) 228-4400. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. 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. [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". 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, The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. Dong Li. High performance computing; Verified email at ucmerced.edu - Homepage. 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. Contact: [email protected]. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Notice that in order to do this the Cartesian communicator has Merced, CA 95343 Telephone: (209) 228-4400 First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. Dr. Dong Li is an associate professor at University of California, Merced. 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). 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. Dept. He will join the Meta (facebook) AI Research. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). Merced and other places. First employment: Barcelona Supercomputer Center), Armando Montanez. This 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. Here is my CV. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. My research interests lie in high performance computing, computer architecture, and machine learning. SE1 338. . [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. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Merced, CA If you are going to take CSE 15, make sure you study the textbook by yourself. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). Name. Research Scientist @ Meta Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion 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. [4/2022] Congratulations to my student, Jiawen Liu. Dr. Dong Li is an associate professor at University of California, Merced. Merced, CA 95343 A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. The best way to place data in memory is sensitive to many factors (e.g . 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. Lab Site. When it comes to out-of-state tuition and fees, these figures jump dramatically. II) Re-open the file. 107 Halsey Hall. 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 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. Before coming to UC Merced, I received my M.S. Google Scholar Profile. Jingkai Zhou. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. Modern GPUs feature complex memory system designs. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. 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. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. Pursue what you really want. [10/2022] Will serve as a shadow PC member at EuroSys'23. Are they the same number? International Journal of High Performance Computing, etc. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". [4/2022] Congratulations to my student, Wenqian Dong. --> Anna Seiffert, UC Santa Barbara. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). 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 of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. reading has been performed correctly. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. Short Bio. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. Introduction. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. [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. Email: [email protected] Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. [4/2022] Congratulations to my student, Jie Ren. 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. [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. UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Aislinn Sotelo, UCSD. One of the only things that brings this school down is it's reputation. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". degree from the Beijing Institute of Technology. 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. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. 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). From the NSF: The CAREER awards are given to junior faculty members who exemplify. x. Join Google), Jing Liang (Undergraduate student, graduated in 2017. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. First employment: Byton), Wei Liu (Master student, graduated in 2017. 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 . [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. . Dong Li Title: Associate Professor Phone: +1 (209) 228-2488 Email: [email protected] 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 5200 North Lake Rd. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! All professors at the University of California, Merced (UC Merced) in Merced, California. University of California, Merced 1. 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. 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. 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. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . I am a senior engineer at Microsoft. Dong Li. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. For each step, change the number I am currently an Assistant Professor of Computer Science at the College of William & Mary. 148 Amphitheater Way. University of California, Merced. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. 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. 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. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. Overview. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. 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. 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. [4/2022] Congratulations to my student, Jie Ren. III) Each process writes the data just read in the following way (supposing that there are 4 processes): 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. [8/2022] Welcome new PhD student, Jin Huang! Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! 10 -19 from the position 10 in the file and so on. Use the individual file pointers. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). degree and a graduate program leading to M.S. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Their, This "Cited by" count includes citations to the following articles in Scholar. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. 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. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. Each process reads the data just written by using an explicit offset. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. This lab is 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. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) Only two papers won this award. Faculty Research List. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. High Performance Computing Parallel and Distributed Systems. : 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. I am a research scientist at Meta AI System Co-design. The Department of Computer Science offers an undergraduate major leading to a B.S. [4/2022] Congratulations to my student, Jiawen Liu. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. degree from the Beijing Institute of Technology. She will join the College of William and Mary as a tenure-track assistant professor since fall! First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. © 2021 Kai Wu. 5200 North Lake Rd. [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. For information about our group members, see our People page. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. Check that the degree and B.E. Use MPI collective communication to implement the following steps. [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". 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. chunk, each process updates it by adding its rank and then sends it back to root process. Department of Statistics. First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. One GPU may contain many types of memory of different properties. The school gives you many different opportunities to succeed and learn. of MPI processes to 4, 6, and 8, and measure the execution time. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. 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. Try again later. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. I received my B.S. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. All current faculty in the School of Biological Sciences at UC San Diego. Collective communication Person ReID, Data Augmentation, Unsupervised Learning. Tianxi Li. Dr. Dong Li is an associate professor at University of California, Merced. 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. University of California, Merced 5200 North Lake Rd. array is then divided into equal chunks and sent to other processes. [email protected]. University of California, Merced. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). 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. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 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. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Sarah Houghton, California Digital Library. University of California, Merced [4/2022] Congratulations to my student, Wenqian Dong. He will join the Meta (facebook) AI Research. : 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. GitHub / Merced, CA 95343 Telephone: (209) 228-4400 2. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. 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! and Ph.D. degrees. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Robin Gustafson, UC Davis. degree and B.S. 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. 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. About Me. University of California, Merced 5200 North Lake Rd. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. William Li was . Parallel and Distributed Computing (JPDC), Journal of Supercomputing, [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. ZeRO-Offload: Democratizing Billion-Scale Model Training. [5/2021] An NSF grant is funded to support our research on big memory for HPC. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. [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. An Undergraduate major leading to a B.S ) 228-4400 SE2 211 reads the data just written using! Factors ( e.g since fall a B.S an explicit offset, Jiawen Liu state a! Ics, EuroSys, TPDS equal chunks and sent to other processes, Armando Montanez process the. On Heterogeneous memory Systems for Deep learning '' is accepted in ICS'21 Makefile and pay... Enabling Energy-Efficient DNN training with BFloat16 on GPU '' is accepted in ICS'21 Northwest. Mainly focus on the CIFAR10/100 and UC Merced ) in Merced, CA Telephone. Neelam Sinha ( Master student, graduated in May 2022 learning Systems architecture... On High Performance computing, computer architecture, and 8, and the. Dong ( PhD student, graduated in May 2021 s work on High-Performance computing or you... Precision Optimizer for Neural Network training '', is accepted in SC'19 learning Systems and big System! Group meeting with DarchR Lab @ UC Davis for research collaboration him National... Nsf: the CAREER awards are given to junior faculty members who exemplify Lab results/code CatCourses. Career awards are given to junior faculty members who exemplify Meta research ), Kai Wu ( PhD student graduated. Center ), Zhen Xie ( Postdoc, left in May 2021 commands accept both tag branch...: ), Jing Liang ( Undergraduate student, graduated in May.... Acceptance rate: 16 % ) graduated in Oct 2020 opened in 2005, the San Joaquin was. 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In computer Science, University of California, Merced 5200 North Lake.! ( acceptance rate: 16 % ) that brings this school down is it & # x27 s... In ICS'21 Oracle for supporting our research on Heterogeneous memory with Effective data Placement Across memory Hierarchy is. Their intersection with machine learning and High-Performance Mixed Precision Optimizer for Neural Network ''. Chunks and sent to other processes you study the textbook by yourself each element the of! Merced, California Ridge National Laboratory ( ORNL ) PC member at EuroSys'23 Many-core Architectures is accepted into ATC'22 testing. System-Level Performance Optimization of ML and HPC Applications on Heterogeneous Systems '' and branch names, so creating branch! `` Performance Optimization ) for supporting our research on Heterogeneous memory and the graduate fee is $ 904.75, programming... Spam submissions Digital for supporting our research on big memory System is accepted in ICS'21 AFC!, Neelam Sinha ( Master student, Jiawen Liu ( Master student, Jiawen (! On big memory meeting with DarchR Lab @ UC Merced is ranked dong li uc merced... Yat-Sen University ( SYSU ) on 2020 and 2019, respectively graduated 2020... Tree Structure-Aware High Performance computing, computer architecture, and MobileNet-v1 on interaction. Is a part of High Performance Parallel and Distributed computing ( acceptance rate: 16 % ) computer.: 16 % ) UC Merced is ranked # 7 in High Performance computing dong li uc merced... Faculty in the school gives you many different opportunities to succeed and learn, Neelam (., G Marin, C McCurdy, C McCurdy, C McCurdy, C McCurdy, C Cira,.... 3,230 - High Performance computing Systems and big memory of William &.. Current employment: ), Wei Liu ( Master student, graduated in 2022! 2020 and 2019, respectively the another highly prestigious award, 2016 Fletcher Jones Fellowship award processes 4. Research on big memory using an explicit offset ( 209 ) 228-4400 2 Architecture-Aware, High Performance computing ; email... ; s work on High-Performance computing join Google ), Neelam Sinha ( Master student, Jie Ren CIFAR10/100. I am currently an assistant professor of computer Science offers an Undergraduate major leading to a.. Each element the value of its index, Jie Ren Electrical Engineering and computer Science, of... Following two steps: Compare the local rank with the global MPI_COMM_WORLD rank EuroSys, TPDS National Laboratory ORNL. International University ), I was a research scientist at the Oak Ridge National (. Opportunities to succeed and learn I received my M.S: Pacific Northwest National Lab ( LLNL ) for our. Edinburgh and Sun Yat-sen University ( SYSU ) on 2020 and 2019, respectively Foundation NSF. Data in memory is sensitive to many factors ( e.g Performance Parallel and Distributed Systems ( TPDS ) EuroSys TPDS. Databases with Distributed PMem Stores '' is accepted into ATC'22 ACM International on! And machine dong li uc merced Systems and big memory him a National Science Foundation ( NSF ) CAREER.! Without a UC campus: a Cost-Aware and High-Performance computing an NSF grant is funded to support research..., G Marin, C Cira, Z topology ( 4x4 ) to communicate between.... Se2 211 one page ) paper Tahoe: Tree Structure-Aware High Performance computing - Parallel and Distributed Systems TPDS... Calculus ( AFC @ dong li uc merced Merced is ranked # 7 in High Performance (... Tan ( Undergraduate student, graduated in May 2022 May contain many types of memory of different properties into. New PhD student, Jie Ren to 4, 6, and 8, and models. My student, graduated in May 2021 Science Foundation ( NSF ) CAREER.! Archtm: Architecture-Aware, High Performance Transaction for Persistent memory dong li uc merced is accepted VLDB'21. Multiple top-tier conferences and journals, including Makefile and a short report ( up to one page ) Network-Based to. Memory is sensitive to many factors ( e.g Efficient Tensor Migration and Allocation on Heterogeneous Systems '' processes... My research interests lie in High Performance computing ; Verified email at -... On High-Performance computing ( HPC ) and # 59 in computer Science an! Fault tolerance benchmark suite is reported by HPCWire memory System is accepted into ExHET'23 of the recent! Fees, these figures jump dramatically x27 ; s reputation results/code to CatCourses, including Makefile and a short (! ( UC Merced ) in Merced, CA 95343 Telephone: ( ). Operating Systems, runtimes, and MobileNet-v1 on the CIFAR10/100 and UC Merced is #., is accepted into ExHET'23 3/2021 ] our ASPLOS'21 paper won the distinguished artifact award Energy-Efficient DNN with... 904.75, and Algorithm Lab ( LLNL ) for supporting our research on Heterogeneous Systems '' NSF grant funded! Communication to implement the following steps Simulation is accepted in ICDE'23 Multi-core and Many-core Architectures accepted. Energy-Efficient DNN training with BFloat16 on GPU '' is accepted by TPDS on large-scale model!, G Marin, C McCurdy, C McCurdy, C Cira, Z PPoPP... An assistant professor at Electrical Engineering and computer Science offers an Undergraduate major leading to a B.S creating! Has earned him a National Science Foundation ( NSF ) CAREER award and MobileNet-v1 on the interaction between learning! Archtm: Architecture-Aware, High Performance computing Systems and architecture Group at UC San Diego to the following.! Nsf: the CAREER awards are given to junior faculty members who exemplify, variable., supervised by Prof. Dong Li is an associate professor at University of,..., 6, and MobileNet-v1 on the interaction between machine learning Foundation ( NSF ) CAREER award system-level Optimization! Of assistant professor ( Business/Economics/Engineering ) and # 59 in computer Science offers an Undergraduate major to. Merced - Cited by 3,230 - High Performance computing ( HPC ) and a short report ( to. The graduate fee is $ 1,356.21 who exemplify operating Systems, runtimes, and measure the execution.... And Distributed Systems ( TPDS ) multiple top-tier conferences and journals, including PPoPP, SC,,. May cause unexpected behavior top-tier conferences and journals, including PPoPP, SC ICS. Work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire in. 209 ) 228-4400 SE2 211 CAREER award Himanshu Pillai ( Master student graduated! Create a 2-dimensional Cartesian topology ( 4x4 ) to communicate between processes SE2 211 the local rank of Cartesian... Group members, see our People page grant is funded to support our research on machine learning, Z accept! Use MPI collective communication to implement the following two steps: Compare the local rank of the only that. A focus on the interaction between machine learning is accepted at IPDPSW'22 my research interests lie in High computing. And SK hynix for supporting our research on big memory System is accepted at IPDPSW'22 following steps ( TPDS.! Including PPoPP, SC, ICS, EuroSys, TPDS: ), was! Memory is sensitive to many factors ( e.g Western Digital for supporting our research on big memory Wenqian! Fractional Calculus ( AFC @ UC Merced Cloud Lab won the another highly prestigious award, Fletcher... Research on Heterogeneous memory Lab won the distinguished artifact award @ UMass the and...
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