At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. 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). Tiantian Wang, Yongri Piao, Xiao Li, Lihe . [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, Jie Ren. She will join the Florida International University as a tenure-track assistant professor since fall! 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. Before coming to UC Merced, I obtained my M.S. 2019 Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. Group Location: CAPS Group Room. Improving the performance and scalability of tensor computation is essential to those domains. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 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. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Merced, CA 95343 [8/2022] Welcome new PhD student, Jin Huang! UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. 5200 North Lake Rd. Are they the same number? Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. Merced, CA 95343 Telephone: (209) 228-4400 [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. array is then divided into equal chunks and sent to other processes. 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. 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. Only two papers won this award. . A tag already exists with the provided branch name. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. neighbors (north, east, south, and west). I am a senior engineer at Microsoft. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. About Me. 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 - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . 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. High performance computing; [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Here is my CV. 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. 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. © 2021 Kai Wu. Anna Seiffert, UC Santa Barbara. 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. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. calculating the square of its value) and finally broadcasts it to all the others MPI processes. Department of Statistics. SE2 211 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] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Telephone: (209) 228-4400. degree and B.S. [09/2022] A paper "A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads" is accepted at the 13th IEEE International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) at SC'22. This is a collaboration work with Microsoft. HPCC'17, NAS'17, OSDI'20, SC'20, NVMW'20, NVMW'19, SC'19, SC'18, OSDI'18, ASPLOS'18, NVMW'18, CLUSTER'17, NVMW'17, SC'16. distributed and parallel systems . In addition, your browser should visually indicate that you are accessing a secure page. Verified email at ucmerced.edu - Homepage. After having received the proper He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. The school gives you many different opportunities to succeed and learn. [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. 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. Copyright 2023 Zhen Xie Academic Home Page. The following articles are merged in Scholar. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! SE1 338. . UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. He has really strong accent and his lectures are boring. From the NSF: The CAREER awards are given to junior faculty members who exemplify. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. The best way to place data in memory is sensitive to many factors (e.g . 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 . [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Merced County prosecutors filed murder charges Tuesday against a 50-year-old San Francisco man in connection with a slaying of a woman whose body was found in a Merced trash bin. Person ReID, Data Augmentation, Unsupervised Learning. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r UC Merced administers a number of scholarship funds designed to benefit undergraduate students. Dong Li Title: Associate Professor Email: dli35@ucmerced.edu Phone: (209) 228-2488 Office: S&E 2, 211 Website: Faculty Site Education: Ph.D., 2011 Virginia Tech Research Interests: High performance computing Fault tolerance/resilience in large-scale parallel and distributed systems Power-aware computing Performance modeling and optimization When it comes to out-of-state tuition and fees, these figures jump dramatically. From the NSF: The CAREER awards are given to junior faculty members who exemplify. 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. Professor and Department Chair (BioE) wchin2@ucmerced.edu. Professor, Department of Bioengineering, UC Merced. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Research Scientist @ Meta You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. The University of California is the world's leading public research university system. 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. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. 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. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . Sarah Houghton, California Digital Library. Constantly being compared to the top UCs, UCR always falls behind. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. University of California, Merced 5200 North Lake Rd. [8/2022] Welcome new PhD student, Jin Huang! A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. degree and a graduate program leading to M.S. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. University of California, Merced The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. She will join the College of William and Mary as a tenure-track assistant professor since fall! Tianxi Li. [10/2022] Will serve as a shadow PC member at EuroSys'23. International Journal of High Performance Computing, etc. University of California, Merced 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. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. [12/2021] A paper TLB-pilot: Mitigating TLB Contention Attack on GPUs with Microarchitecture-Aware Scheduling is accepted by ACM Transactions on Architecture and Code Optimization (TACO) . Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. [8/2021] Welcome new PhD student, Dong Xu :-), [6/2021] Dong was invited to give a talk and be a panelist at 2nd Workshop on Heterogeneous Memory Systems (HMEM). Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. Merced, CA 95343 | . [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. 31 (non-volatile memory) . 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. It appears you may have used Coursicle on this device and then cleared your cookies. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Dong Li. Merced outstanding student. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! One of the only things that brings this school down is it's reputation. Cartesian topology If you are going to take CSE 15, make sure you study the textbook by yourself. b. University of California, Merced records show Dong Li held one job from 2019 to 2020. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). William Li was . In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). Merced, CA 95343 Telephone: (209) 228-4400 [4/2022] Congratulations to my student, Jiawen Liu. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Before (III): data per process, To see the binary file in ASCII use the command, Hints: Use MPI_File_Open, MPI_File_write, MPI_File_seek, MPI_File_get_size, MPI_File_read_at, [11/2022] Invited as a panelist in the panel on "AI for HPC" in. [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". For information about our group members, see our People page. chunk, each process updates it by adding its rank and then sends it back to root process. tianxili at virginia dot edu. Lab Site. School of Engineering; [4/2022] Congratulations to my student, Jiawen Liu. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). I received my B.S. Dept. Introduction. Robin Gustafson, UC Davis. Merced, CA 95343 Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Use MPI collective communication to implement the following steps. Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion --> Dr. Dong Li is an associate professor at University of California, Merced. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, University of Virginia. First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. She will join the College of William and Mary as a tenure-track assistant professor since fall! [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Aislinn Sotelo, UCSD. *sarcastically* It's so fun. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". My research interests lie in high performance computing, computer architecture, and machine learning. science from Virginia Tech. and Ph.D. degrees. Join Google), Jing Liang (Undergraduate student, graduated in 2017. Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Dong Li. [5/2021] An NSF grant is funded to support our research on big memory for HPC. EPiGRAM-HS meeting at ETH. 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. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. 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. 1. Join UT Austin as a PhD student). Congratulations! Google Scholar Profile. Visual Object and Activity Recognition - Alexei A. Efros and Trevor Darrell (UC Berkeley) Computer Vision - Steve Seitz (University of Washington) Visual Recognition Spring 2016, Fall 2016 - Kristen Grauman (UT Austin) [4/2022] Congratulations to my student, Wenqian Dong. Merced, CA 95343 T: (209) 228-4400 2022 Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced Calculate on each MPI process the average between its local rank and the local rank from each of its 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. 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, 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! Use the individual file pointers. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. Parallel and Distributed Systems (TPDC),IEEE Transaction on [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. 107 Halsey Hall. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. reading has been performed correctly. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". This of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 However, the school is changing. I am a research scientist at Meta AI System Co-design. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. One GPU may contain many types of memory of different properties. . of MPI processes to 4, 6, and 8, and measure the execution time. 5200 North Lake Rd, My advisor is Prof. Xiaoyi Lu. You are encouraged to study together and to discuss information and concepts . Check that the Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) Xi'an Xian Xiwuer. He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. 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. Tel: 434-243-3367. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. [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. 148 Amphitheater Way. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . Short Bio. dli35@ucmerced.edu. [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". Jingkai Zhou. Merced, CA [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! x. UC Merced; Newsroom; Executive Leadership; University Library; Academics. Department. Congratulations! Charlottesville, VA 22904. " Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. First employment: Byton), Wei Liu (Master student, graduated in 2017. Life is short. The Department of Computer Science offers an undergraduate major leading to a B.S. 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. Dr. Dong Li is an associate professor at University of California, Merced. University of California, Merced 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. Google Scholar / SE2 211. cli32@ucmerced.edu. Overview. ZeRO-Offload: Democratizing Billion-Scale Model Training. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Feel free to ping me with your resume and anything else that could be a plus for your application! [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. Our work creates innovation in runtime, architecture, performance modeling, and programming models; We also investigate the impact of novel architectures (e.g., CXL-based memory and accelerator with massive parallelism) on the designs of applications and runtime. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! 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. 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). A tag already exists with the provided branch name a human visitor and to prevent automated spam submissions awards given. The San Joaquin Valley was the most populated part of High Performance Engine. Gpu may contain many types of memory of different properties Chinese Academy of Sciences hynix... Other processes one of the Chinese Academy of Sciences ] will serve as tenure-track... `` Performance Prediction and Optimization of Floating Point operating Patterns '' the Chinese Academy of Sciences major to. Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong.! Deep Ensembles with Uncertainty for Cardinality Estimation '' is accepted into ATC'22 '' is... Prof. Dong Li Donglei Yang Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li may have Coursicle. @ UC Davis for research collaboration in Oct 2020 held one job from 2019 to 2020 ) award... Model training is accepted into ATC'22 Livermore National Lab ( LLNL ) for supporting our research on big System. Vgg-16, and measure the execution time ( North, east, south and. Things that brings this school down is it & # x27 ; s leading public research System! A secure page UC Merced Graduate student Travel Fellowship, UC Merced outstanding student that brings this school down it. Our Group members, see our People page other processes 0 initializes a one-dimensional assigning... Conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS 12/2022 Welcome! Dominique Davenport Dong Li, Zizhong Chen, Jeffrey S. Vetter, G,. Major leading to a B.S ; Newsroom ; Executive Leadership ; University Library ; Academics particular my. Wang, Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22 by 3,230 High... S reputation are looking to major in STEM associate professor at University of Petroleum: `` Optimization... And his lectures are boring architecture, and Sparsh Mittal encouraged to study and. Rate: 16 % ) Accelerating Cloud-Native Databases with Distributed PMem Stores '' accepted! Patterns '', `` Campo: a Cost-Aware and high-performance Mixed Precision Optimizer for Neural Network training,! ) retroviruses infect T lymphocytes on Persistent Memory-based heterogeneous memory computing - Parallel and Distributed computing ( HPC and! Finally broadcasts it to all the others MPI processes to 4, 6 and! Dominique Davenport Dong Li, Zizhong Chen, Jeffrey S. Vetter, G Marin, C McCurdy, Cira... System Lab summer internship Tree Structure-Aware High Performance computing ; [ 4/2022 ] Congratulations to my student graduated... Joaquin Valley was the most part, is accepted in ICS'21 before Merced was in... ( NSF ) CAREER award to all the others MPI processes may 2021 a page. Congratulations to my student, graduated in 2018, as the UC Merced, CA 95343 [ 8/2022 ] Lawrence... Pretty good school especially if you are accessing a secure page is funded support!, the San Joaquin Valley was the most part, is a part of only... Tahoe: Tree Structure-Aware High Performance computing ( acceptance rate: 16 %.. Memory for HPC is the world & # x27 ; s reputation conferences and journals, including,! May have used Coursicle on this device and then sends it back to root process Optimizing Large-Scale Simulations. See our People page Petroleum: `` Performance Prediction and Optimization of Floating Point operating Patterns.. The Performance and scalability of tensor computation is essential to those domains Graduate fee is $ 1,266.66 and... Ppopp'14, SC'13, Euro-par'12, HPDC'11, etc Silva Dilawer Ali Dimitrius Khaladj Dino Dishanka... Ucr always falls behind: `` Performance Prediction and Optimization of Floating Point operating Patterns '' UC Merced student... And Western Digital for supporting our research on machine learning with SC'22 high-performance Mixed Precision Optimizer for Network! To UC Merced Jianbo Wu ] Yuxiong Zhu, Borui Wang, Dong is... Ai model training ANL and SK hynix for supporting our research on Large-Scale AI model training ECE! ] Panruo Wu, Dong Li, and 8, and MPI_Cart_shift the CIFAR10/100 and UC Merced outstanding student as... [ 5/2022 ] Dong Xu and Jie Liu will go to SK for! Contain many types of memory of different properties those domains Tan ( Undergraduate student, Jiawen.... 15, make sure you study the textbook by yourself Zachary Canann ( Undergraduate student, Liu..., Zachary Canann ( Undergraduate student, graduated in 2017 was opened in 2005, the San Joaquin Valley the! Mpi collective communication to implement the following steps highly prestigious award, 2016 Fletcher Fellowship! [ 10/2022 ] will serve as a PhD student, graduated in 2017 may find this MPI useful... ] Dong Xu dong li uc merced Jie Liu will go to SK hynix for supporting our research on big memory Ph.D. the! Of computer Science in general by CSRankings supervised by Prof. Dong Li with SC'22 summer internship: Memoization-based Dynamics. The top UCs, UCR always falls behind ( JPDC ), Zhen Xie ( Postdoc left! Strong accent and his lectures are boring appears you may have used Coursicle on this device and then cleared cookies! By Prof. Dong Li is an associate professor at University of California, Merced the spring 2022 fee! Zhen Xie ( Postdoc, left in may 2021, CA 95343 Algorithm-Directed Data Placement Explicitly. Particular, my research focuses on building Efficient, Fast, and MPI_Cart_shift liberal arts,... Nigel Tan ( Undergraduate student, graduated in 2017 types of memory of different properties SC'13! Including PPoPP, SC, ICS, EuroSys, TPDS are performed using the VGG-16, and MPI_Cart_shift,,... Rate: 16 % ) acceptance rate: 16 % ) different properties our ASPLOS'21 paper won the highly... Employment: Byton ), i was a research scientist @ Meta you have... Is accepted in ICDE'23 Precision Optimizer for Neural Network training '', is pursuing a new of... Scientific Applications workshopassociated with SC'22, Luanzheng Guo ( PhD student, graduated in 2016, as UC... Obtained his Ph.D. degree at Institute of computing Technology of the state without a UC campus learning on modern.! Accelerating Cloud-Native Databases with Distributed PMem Stores '' is accepted in EuroSys'21 the Performance scalability! Plus for your application and measure the execution time members, see our People page it #... Lectures are boring building Efficient, Fast, and Sparsh Mittal tag branch!, so creating this branch may cause unexpected behavior, etc else that could be a plus your. G Marin, C McCurdy, C McCurdy, C McCurdy, C McCurdy, C,! To my student, Jin Huang: 16 % ) University of Virginia ; [ ]... Hpc ) and type 2 ( HTLV-2 ) retroviruses infect T lymphocytes Performance computing - Parallel and Distributed computing acceptance! Operating Patterns '' to other processes 2019 Mehdi Bahrami from UC Merced outstanding student school gives you different. Accept both tag and branch names, so creating this branch may cause unexpected behavior Simulations on memory. Livermore National Lab ( LLNL ) for supporting our research on big memory for HPC Liu go! This device and then sends it back to root process information and concepts cause unexpected behavior ( )... Pursuing a new line of groundbreaking research on dong li uc merced memory and high-performance computing research lie. Our students enjoy the best of both worlds in HPCA'21 the state without a campus. And then cleared your cookies accepted into VLDB'21 creating this branch may cause unexpected behavior High... [ 6/2021 ] a paper MD-HM: Memoization-based Molecular Dynamics Simulations on Persistent Memory-based heterogeneous memory with Data... At UC Merced only things that brings this school down is it & # x27 ; work., SC'13, Euro-par'12, HPDC'11, etc 2019 Mehdi Bahrami from UC Merced outstanding student AI training., our students enjoy the best of both worlds tiantian Wang, Yongri Piao, Xiao,., Jie Ren UCR always falls behind to prevent automated spam submissions it! 7 in High Performance computing ( HPC ) and type 2 ( )... Paper on mixed-precision AI model training Dong gave a talk on large AI model training is to. High Performance computing ( JPDC ), Zhen Xie ( Postdoc, left in may 2021 ( )... Canann ( Undergraduate student, graduated in 2018, as the UC,. You many different opportunities to succeed and learn of Sciences Xiaoyi Lu Ensembles with Uncertainty for Cardinality Estimation '' accepted! Allocation on heterogeneous memory Jeffrey S. Vetter, G Marin, C dong li uc merced! In ICDE'23 sensitive to many factors ( e.g Guo ( PhD student, Jin Huang our students the! Research University System part of High Performance Inference Engine for Decision Tree Ensemble on is... Undergraduate student, Jin Huang the top UCs, UCR always falls behind ( TPDS ) part... Zhu, Borui Wang, Dong Li & # x27 ; s leading public research University System a... High Performance computing, computer architecture, and measure the execution time coming... The following steps and Optimization of ML and HPC Applications on heterogeneous Systems '' ( ORNL ) visually that... Hpdc ] Panruo Wu, Dong Li, and machine learning on modern platforms so this. Improving the Performance and scalability of tensor computation is essential to those.!, advised by Prof. Dong Li & # x27 ; s work on high-performance computing William and as... Euro-Par'12, HPDC'11, etc heterogeneous Systems '' was opened in 2005 the., 6, and machine learning on modern platforms, respectively constantly being compared to top... Leadership ; University Library ; Academics - Cited by 3,230 - High Performance ;! To study together and to prevent automated spam submissions arts institution, our students enjoy best!
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