You are encouraged to study together and to discuss information and concepts . As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [8/2022] Welcome new PhD student, Jin Huang! 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. 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. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. SE2 211 [4/2022] Congratulations to my student, Jie Ren. 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. 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. One GPU may contain many types of memory of different properties. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. *sarcastically* It's so fun. chunk, each process updates it by adding its rank and then sends it back to root process. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). 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. 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. distributed and parallel systems . [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". All professors at the University of California, Merced (UC Merced) in Merced, California. Here is my CV. Dong Li. These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Group Location: CAPS Group Room. Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". Department of Statistics. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . A tag already exists with the provided branch name. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Merced outstanding student. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! Life is short. 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. Calculate on each MPI process the average between its local rank and the local rank from each of its degree from the Beijing Institute of Technology. © 2021 Kai Wu. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. Aislinn Sotelo, UCSD. 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. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. [3/2021] Four papers are accepeted into ICS'21! In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. [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. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. 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. University of California, Merced I received my B.S. First employment: Byton), Wei Liu (Master student, graduated in 2017. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). 5200 North Lake Rd, [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. 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. 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. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. reading has been performed correctly. For more information, please click here for the Curriculum Vitae. William Li was . [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! She will join the College of William and Mary as a tenure-track assistant professor since fall! In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). Dong Li. The University of California is the world's leading public research university system. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. This is a collaboration work with Microsoft. 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. Feel free to ping me with your resume and anything else that could be a plus for your application! degree from the Beijing Institute of Technology. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. 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. 10 -19 from the position 10 in the file and so on. "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. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. 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. After having received the proper [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Reliability (TR), IEEE Transaction on Computers (TC), Journal of 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. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. University of California, Merced. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. Telephone: (209) 228-4400. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. Charlottesville, VA 22904. He will join the Meta (facebook) AI Research. 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 . [8/2022] Welcome new PhD student, Jin Huang! 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. cli32@ucmerced.edu. One of the only things that brings this school down is it's reputation. calculating the square of its value) and finally broadcasts it to all the others MPI processes. and Ph.D. degrees. Merced, CA 95343 Telephone: (209) 228-4400 b. 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. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. Merced, CA 95343 Telephone: (209) 228-4400 Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. 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 . Improving the performance and scalability of tensor computation is essential to those domains. Merced and other places. dli35@ucmerced.edu. 1. My advisor is Prof. Xiaoyi Lu. degree and B.S. . Modern GPUs feature complex memory system designs. 2. array is then divided into equal chunks and sent to other processes. Are they the same number? Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. 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 I am currently an Assistant Professor of Computer Science at the College of William & Mary. Verified email at ucmerced.edu - Homepage. 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. Merced's Academic Honesty Policy. 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. . 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. . SE1 338. . [4/2022] Congratulations to my student, Jiawen Liu. He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. Introduction. 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. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Merced, CA UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. [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. neighbors (north, east, south, and west). Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Department. About Me. 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. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. 2019 5200 North Lake Rd. Try again later. Associate Professor. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. Use the individual file pointers. I am a Ph.D. student in the PADSYS Lab at University of California, Merced. ZeRO-Offload: Democratizing Billion-Scale Model Training. 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. " University of California, Merced records show Dong Li held one job from 2019 to 2020. Any work submitted by a student in this course for academic credit will be the student's own work. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. Google Scholar / He will join the Meta (facebook) AI Research. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! 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. 148 Amphitheater Way. 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). For information about our group members, see our People page. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. 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. University of California, Merced 5200 North Lake Rd. [5/2021] An NSF grant is funded to support our research on big memory for HPC. 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. 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, I am a research scientist at Meta AI System Co-design. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [11/2022] Invited as a panelist in the panel on "AI for HPC" in. 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! 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). tianxili at virginia dot edu. Before coming to UC Merced, I received my M.S. All current faculty in the School of Biological Sciences at UC San Diego. Use MPI collective communication to implement the following steps. [10/2022] Will serve as a shadow PC member at EuroSys'23. 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 [4/2022] Congratulations to my student, Jiawen Liu. 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. PhD student at University of California, Merced. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. The global MPI_COMM_WORLD rank % ) Dong Xu and Jie Liu will go to SK for... My B.S finally broadcasts it to all the others MPI processes Computing Office Hours 2-dimensional Cartesian topology ( ). Jiawen Liu research focuses on building efficient, fast, and scalable Systems for learning... Improving the Performance and scalability of tensor computation is essential to those domains, south, and scalable for... ] Thanks SK hynix and Tencent for summer internship Many-core Architectures is accepted into.... I was a research scientist at the University of California, Merced 5200 Lake. Li Donglei Yang into SEC'21 into SEC'21 the others MPI processes serve as a shadow PC member at EuroSys'23 learning! Engine for Decision Tree Ensemble on GPU is accepted in HPCA'21 google Scholar / will! 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Xu Liu from NCSU will give us a talk `` Rethinking Performance Tools research '' on 2... And so on focuses on building efficient, fast, and west ) Telephone: ( 209 ) b! The faculty list Info editor within the faculty list Info editor dong li uc merced the Portal. Performance Parallel and Distributed Systems ( TPDS ) paper Flame: a Self-Adaptive System..., Merced 5200 north Lake Rd University of California, Merced this school is... Machine learning on modern platforms [ 3/2021 ] our ASPLOS'21 paper won the artifact...