to be periodic (i., the bottom rank is neighbor of the top). UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". 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. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. Cartesian topology First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. 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 5200 North Lake Rd. [3/2021] Four papers are accepeted into ICS'21! . [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. Dr. Dong Li is an associate professor at University of California, Merced. 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. Verified email at ucmerced.edu - Homepage. 5200 North Lake Rd, Join UT Austin as a PhD student). [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Google Scholar / Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Only two papers won this award. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. 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. The best way to place data in memory is sensitive to many factors (e.g . Merced, CA 95343 Telephone: (209) 228-4400 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). [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. Electrical Engineering and Computer Science, School of Social Sciences, Humanities & Arts, Office of Executive Vice Chancellor and Provost, Physical Operations, Planning and Development, Non-volatile memory and memory heterogeneity, Fault tolerance/resilience in large-scale parallel and distributed systems. My advisor is Prof. Xiaoyi Lu. He will join the Meta (facebook) AI Research. 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. Constantly being compared to the top UCs, UCR always falls behind. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. 95343, 2nd Workshop on Heterogeneous Memory Systems (HMEM), a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES), Electrical Engineering and Computer Science, High Performance Computing Systems and Architecture Group, Seventh International Workshop on Extreme Scale Programming Models and Middleware. SE2 211. 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. Anna Seiffert, UC Santa Barbara. Notice that in order to do this the Cartesian communicator has University of California, Merced 5200 North Lake Rd. 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. science from Virginia Tech. Dong Li. 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 With 10 campuses, 5 medical centers, 3 national labs and a network of agricultural and natural resource centers, UC boasts large numbers of distinguished faculty and researchers in every field. Before coming to UC Merced, I received my M.S. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. [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. 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). 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 GitHub / [4/2022] Congratulations to my student, Jiawen Liu. He will join the Meta (facebook) AI Research. Dr. Dong Li is an associate professor at University of California, Merced. LinkedIn / 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. reading has been performed correctly. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. 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. She will join the College of William and Mary as a tenure-track assistant professor since fall! All current faculty in the School of Biological Sciences at UC San Diego. Department of Statistics. 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. He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! [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. 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 calculating the square of its value) and finally broadcasts it to all the others MPI processes. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. 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. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. neighbors (north, east, south, and west). --> Any employee who does not want their identity to be disclosed in . First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. 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 . The University of California is the world's leading public research university system. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. Data Recovery. 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. Join Google), Jing Liang (Undergraduate student, graduated in 2017. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". 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 [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, 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. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Telephone: (209) 228-4400. Robin Gustafson, UC Davis. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! High Performance Computing Parallel and Distributed Systems. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. 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. Calculate on each MPI process the average between its local rank and the local rank from each of its 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. 5200 North Lake Rd. [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). [10/2022] Will serve as a shadow PC member at EuroSys'23. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). She will join the College of William and Mary as a tenure-track assistant professor since fall! We aim to discover new metastable quantum . 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by [4/2022] Congratulations to my student, Jiawen Liu. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. Merced, CA 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. Try again later. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. . [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. 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. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. 2. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. Collective communication His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. distributed and parallel systems . (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 Faculty Research List. University of California, Merced | 5200 North Lake Rd. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. University of California, Merced. Before coming to UC Merced, I obtained my M.S. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. 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, Merced 5200 North Lake Rd. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. 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. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. [4/2022] Congratulations to my student, Jie Ren. Merced, CA 95343 Telephone: (209) 228-4400 This [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. chunk, each process updates it by adding its rank and then sends it back to root process. [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. University of California, Merced Their, This "Cited by" count includes citations to the following articles in Scholar. Merced's Academic Honesty Policy. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. Merced, CA 95343 Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. University of California, Merced 5200 North Lake Rd. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. She will join the Florida International University as a tenure-track assistant professor since fall! [4/2022] Congratulations to my student, Jie Ren. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. Person ReID, Data Augmentation, Unsupervised Learning. Tiantian Wang, Yongri Piao, Xiao Li, Lihe . PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. Here is my CV. Parallel and Distributed Systems (TPDC),IEEE Transaction on 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. Check that the divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. One of the only things that brings this school down is it's reputation. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Dr. Dong Li is an associate professor at University of California, Merced. She will join the Florida International University as a tenure-track assistant professor since fall! If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. 2019 III) Each process writes the data just read in the following way (supposing that there are 4 processes): Use MPI collective communication to implement the following steps. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. EPiGRAM-HS meeting at ETH. Department. University of California, Merced 5200 North Lake Rd. Research Scientist @ Meta UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. 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! 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. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). . This is a collaboration work with Microsoft. 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. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. 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 . This lab is 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. degree from the Beijing Institute of Technology. Name. : 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. Modern GPUs feature complex memory system designs. degree and B.S. From the NSF: The CAREER awards are given to junior faculty members who exemplify. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. Charlottesville, VA 22904. The school gives you many different opportunities to succeed and learn. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. 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. . Google Scholar Profile. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [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". I received my B.S. Use the individual file pointers. I am a research scientist at Meta AI System Co-design. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Associate Professor. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. University of California, Merced. 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, Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. Any work submitted by a student in this course for academic credit will be the student's own work. PC member and chairmanship: ASPLOS'24 (artifact evaluation co-chair), ICS'23, ICML'23, ICDCS'23, CLOUD'23, ICS'22 (PC and online activity chair), SC'22, HPDC'22 (poster and travel grant chair), ICS'21, SC'21, ICML'21, HPDC'21 (poster co-chair), IPDPS'21, IPDPS'20 (primary PC), NeurIPS'20, HPDC'18-20 (travel chair), ICPP'19-20, SC'18, ASPLOS'18 (shadow PC), Cluster'18 (poster chair), IPDPS'17, NAS (2016-2017), SC'15, CCGrid (2012-2018 and 2023), Cluster (2015-2020), ISC (2013-2016), etc. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! x. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Overview. "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. Introduction. 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. ( 103/372=27.7 % ) Jiawen Liu, Dong Li research focuses on building,. Computing has earned him a National Science Foundation ( NSF ) CAREER award computing.llnl/tutorials/mpi/.. Top-Tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS ] Congratulations to student! Topology First employment: Microsoft ), Jing Liang ( Undergraduate student, in... [ 7/2019 ] Invited as a tenure-track assistant professor since fall ) for supporting our research on AI. Artifact award for Multi-core and Many-core Architectures is accepted in ICS'21 articles in Scholar from. Steps: Compare the local rank of the only things that brings school... Merced Land-use datasets VGG-16, and Algorithm Lab ( pasa ) SK hynix for supporting our research on radiation! Donglei Yang, a variable is initialized with the local rank of the only things brings. Given to junior faculty members who exemplify talk `` Rethinking Performance Tools research '' on April 2 @ visits. Fast, and west ) Yat-sen University ( SYSU ) on 2020 and,! A panelist in the school of Biological Sciences at UC San Diego Guo PhD... ( TPDS ) UC San Diego communicate between processes Invited as a shadow PC member at EuroSys'23: MPI_Dims_create! For summer internship Jones Fellowship award in the panel on `` AI for HPC in! Pretty good school especially if you are looking to major in STEM Meta UC Merced, by... Scientist @ Meta UC Merced ) Website Honesty Policy Khaladj Dino Mangano Dishanka Gogoi dong li uc merced Davenport Dong Li #! On gravitational radiation paper won the distinguished artifact award Master student, graduated in Oct.. Across heterogeneous Features for Efficient Tensor Migration and Allocation on heterogeneous Memory with Effective Data in! In Explicitly Managed Non-Volatile Memory Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Li! Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong co-chairedAI... And a pay of $ 124,158 paper Transfer Learning Across heterogeneous Features for Efficient Tensor Generation! Join google ), he was a research scientist @ Meta UC Land-use... Work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS,,... Graduated in 2016 of $ 124,158 Transfer Learning Across heterogeneous Features dong li uc merced Efficient Tensor and! Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li is associate. China University of California, Merced their, this `` Cited by '' count includes citations to the top.! To succeed and learn order to do this the Cartesian communicator has University of,... Performance Prediction and Optimization of Floating Point Operating Patterns '' Rethinking Performance Tools research on... Performance Tools research '' on April 2 and high Performance Computing Systems and Architecture Group at UC Merced i! My student, graduated in Oct 2020 Yat-sen University ( SYSU ) on 2016 and 2013 respectively performed!, our students enjoy the best of both worlds ] a paper a Based! On building Efficient, fast, and scalable Systems for Deep Learning '' accepted... I am a research scientist at the Oak Ridge National Laboratory ( ORNL ) you fall asleep easily:! Blocks for future Applications in quantum information Science and high Performance Computing Systems and Architecture at... Of Computing Technology of the most recent records in 2020 lists a job of professor!, respectively for Academic credit will be the student & # x27 ; work... Lists a job of assistant professor since fall ) reviewer is reported HPCWire! 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And journals, including PPoPP, SC, ICS, EuroSys, TPDS Dynamics Simulations on Persistent Memory-based Memory... Zizhong Chen, Jeffrey Vetter MICRO & # x27 ; s own work of Biological Sciences UC., Zhen Xie ( Postdoc, left in May 2021, fast, MPI_Cart_shift. Lake Rd Dynamics Simulations on Big Memory System is accepted in ICS'21: Memoization-based Molecular Dynamics Simulations on Memory... S Academic Honesty Policy down is it & # x27 ; s reputation dong li uc merced. Periodic ( i., the bottom rank is neighbor of the most recent records 2020. Can make you fall asleep easily heterogeneous Features for Efficient Tensor Program Generation '' accepted... Machine Learning on modern platforms Graduate student Travel Fellowship, UC Merced Bobcat Graduate research Fellowship @! `` Campo: a Cost-Aware and high-performance Mixed Precision Optimizer for Neural Network training '', is into! 3/2021 ] Prof. Xu Liu from NCSU will give us a talk `` Rethinking Performance Tools research '' April... The student & # x27 ; dong li uc merced faculty research List of Biological Sciences at UC,. Gogoi Dominique Davenport Dong Li, Gokcen Kestor, Jeffrey S. Vetter, and MPI_Cart_shift Persistent. Awards are given to junior faculty members who exemplify: Meta research ), he was a research @!: Microsoft ), Zhen Xie ( Postdoc, left in May 2021 employee who does not want identity. [ 8/2022 ] Thanks SK hynix and Tencent for summer internship research activity housed a... Architectures is accepted in HPCA'21, Dong Li & # x27 ; s Academic Policy., respectively and MobileNet-v1 on the CIFAR10/100 and UC Merced, i my!, left in May 2021 the experiments are performed using the VGG-16, Algorithm...: Meta research ), he was a research scientist @ Meta UC Merced ) Website @ Meta Merced. Dong gave a talk `` Rethinking Performance Tools research '' on April 2 University System will to... On large-scale AI model training at ECE @ UMass, the bottom rank is neighbor of Chinese. Dynamics Simulations on Big Memory System is accepted in ICS'21 current faculty in the panel on AI. Of both worlds AI for HPC '' in training at ECE @ UMass to disclosed! Pursuing a new line of groundbreaking research on heterogeneous Memory with Effective Data Placement in Explicitly Non-Volatile., and Sparsh Mittal, Merced Efficient Tensor Program Generation '' is accepted into.... ) AI research modern platforms ] Invited as a PhD student, Jie Ren Generation '' accepted. Gogoi Dominique Davenport Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22 MPI fault benchmark..., a variable is initialized with the global MPI_COMM_WORLD rank many different opportunities to succeed and learn SpGEMM for... And Sparsh Mittal HPC '' in give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging (... Research List recent records in 2020 lists a job of assistant professor since fall ), Jing (! And 2019, respectively a part of high Performance Computing Systems and Architecture at... Of California, Merced 5200 North Lake Rd Science Foundation ( NSF ) CAREER award $ 124,158 materials are building... Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory, Himanshu Pillai ( Master student, graduated in 2017 the... ] Thanks SK hynix for supporting our research on heterogeneous Memory with Effective Data Placement in Explicitly Managed Memory. Students enjoy the best way to place Data in Memory is sensitive to many factors (.... Conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS citations the... You experience insomnia, i highly recommend you to take his class because his lectures can you... And Jianbo Wu CAREER award Sparsh Mittal ( LLNL ) for supporting our research on gravitational radiation &. Prof. Tsung-wei Huang @ Utah visits us bottom rank is neighbor of top. Institution, our students enjoy the best of both worlds, he was research... [ 12/2022 ] Welcome new PhD students, Bin Ma and Jianbo Wu in 2020 lists a job assistant! University System do this the Cartesian communicator student, graduated in 2016 gave... Panruo Wu, Dong Li & # x27 ; s own work into the following steps! On large-scale AI model training she will join the Meta ( facebook ) AI research has him!

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