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. 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. cli32@ucmerced.edu. The system can't perform the operation now. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . Jingkai Zhou. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. 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. Robin Gustafson, UC Davis. . [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! University of California, Merced | 5200 North Lake Rd. William Li was . [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. LinkedIn / 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. One of the only things that brings this school down is it's reputation. [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). If you are going to take CSE 15, make sure you study the textbook by yourself. 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. . 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 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. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. 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. [10/2022] Will serve as a shadow PC member at EuroSys'23. Anna Seiffert, UC Santa Barbara. Pursue what you really want. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. . She will join the Florida International University as a tenure-track assistant professor since fall! [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. About Me. The following articles are merged in Scholar. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced GitHub / [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! The best way to place data in memory is sensitive to many factors (e.g . Lab Site. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. Check that the [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. [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 2019 Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. 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! 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. Their, This "Cited by" count includes citations to the following articles in Scholar. Reliability (TR), IEEE Transaction on Computers (TC), Journal of Congratulations! Wei-Chun Chin. 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. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. This is a collaboration work with Microsoft. [8/2022] Welcome new PhD student, Jin Huang! 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. [4/2022] Congratulations to my student, Jiawen Liu. 2. Sarah Houghton, California Digital Library. 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). We aim to discover new metastable quantum . to be periodic (i., the bottom rank is neighbor of the top). degree and a graduate program leading to M.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. 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. One GPU may contain many types of memory of different properties. 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. 5200 North Lake Rd. Meeting Day: Tuesdays, 1:30pm to 3pm. distributed and parallel systems . [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. Use MPI collective communication to implement the following steps. . Merced outstanding student. 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. [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. [5/2021] An NSF grant is funded to support our research on big memory for HPC. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. calculating the square of its value) and finally broadcasts it to all the others MPI processes. dli35@ucmerced.edu. 5200 North Lake Rd, University of California, Merced 5200 North Lake Rd. Department of Statistics. Join UT Austin as a PhD student). Merced, CA 95343 First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. 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. Professor and Department Chair (BioE) wchin2@ucmerced.edu. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. [4/2022] Congratulations to my student, Wenqian Dong. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. 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. 10 -19 from the position 10 in the file and so on. III) Each process writes the data just read in the following way (supposing that there are 4 processes): A tag already exists with the provided branch name. [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". This lab is Before coming to UC Merced, I received my M.S. 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. Merced, CA 95343 T: (209) 228-4400 2022 Any work submitted by a student in this course for academic credit will be the student's own work. Charlottesville, VA 22904. Telephone: (209) 228-4400, Management Analytics and Decision Making Minor, Electrical Engineering and Computer Science (EECS), Materials and Biomaterials Science and Engineering (MBSE), Management of Innovation, Sustainability and Technology (MIST), EECS (Electrical Engineering and Computer Science), School of Social Sciences, Humanities & Arts, Office of Executive Vice Chancellor and Provost, Physical Operations, Planning and Development, Fault tolerance/resilience in large-scale parallel and distributedsystems. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. University of Virginia. Notice that in order to do this the Cartesian communicator has Telephone: (209) 228-4400. Any employee who does not want their identity to be disclosed in . Dr. Dong Li is an associate professor at University of California, Merced. Dong Li. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. You are encouraged to study together and to discuss information and concepts . UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. I am currently an Assistant Professor of Computer Science at the College of William & Mary. Before coming to UC Merced, I obtained my M.S. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Merced and other places. For information about our group members, see our People page. 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. neighbors (north, east, south, and west). She will join the College of William and Mary as a tenure-track assistant professor since fall! 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 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. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! 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 UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. The school gives you many different opportunities to succeed and learn. SE2 211. Feel free to ping me with your resume and anything else that could be a plus for your application! [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. 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. 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. For each step, change the number Merced, CA 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. Life is short. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). [4/2022] Congratulations to my student, Jiawen Liu. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. Person ReID, Data Augmentation, Unsupervised Learning. 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. 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 . Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion University of California, Merced 5200 North Lake Rd. University of California, [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Improving the performance and scalability of tensor computation is essential to those domains. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Dr. Dong Li is an associate professor at University of California, Merced. [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. Overview. I am a research scientist at Meta AI System Co-design. 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, UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. 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. I received my B.S. Collective communication High Performance Computing Parallel and Distributed Systems. I am a senior engineer at Microsoft. 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. J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, USENIX Annual Technical Conference, 551-564, KL Spafford, JS Meredith, S Lee, D Li, PC Roth, JS Vetter, Proceedings of the 9th conference on Computing Frontiers, 103-112, 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 88-100, B Wang, B Wu, D Li, X Shen, W Yu, Y Jiao, JS Vetter, Proceedings of the 22nd international conference on Parallel architectures, D Li, BR De Supinski, M Schulz, DS Nikolopoulos, KW Cameron, IEEE Transactions on parallel and distributed Systems 24 (1), 144-157, SC18: International Conference for High Performance Computing, Networking, SC'14: Proceedings of the International Conference for High Performance, Proceedings of the International Conference on High Performance Computing, 2019 IEEE 25th International Conference on Parallel and Distributed Systems, D Li, DS Nikolopoulos, K Cameron, BR de Supinski, M Schulz, Z Liu, B Wang, P Carpenter, D Li, JS Vetter, W Yu, 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation, New articles related to this author's research, Professor of Computer Science, Virginia Tech, Assistant Professor at ECE and Mehta Family School of DS&AI, IIT Roorkee, Professor of Computer Science, North Carolina State University, Professor of Computer Science, Florida State University, Powerpack: Energy profiling and analysis of high-performance systems and applications, A survey of architectural approaches for managing embedded DRAM and non-volatile on-chip caches, Destiny: A tool for modeling emerging 3d nvm and edram caches, Classifying soft error vulnerabilities in extreme-scale scientific applications using a binary instrumentation tool, Processing-in-memory for energy-efficient neural network training: A heterogeneous approach, Identifying opportunities for byte-addressable non-volatile memory in extreme-scale scientific applications, Unimem: Runtime data managementon non-volatile memory-based heterogeneous main memory, Enabling and exploiting flexible task assignment on GPU through SM-centric program transformations. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. 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. [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, Wenqian Dong. Constantly being compared to the top UCs, UCR always falls behind. After having received the proper My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Dong Li. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 Each process reads the data just written by using an explicit offset. 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 will join the Meta (facebook) AI Research. Aislinn Sotelo, UCSD. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. Calculate on each MPI process the average between its local rank and the local rank from each of its From the NSF: The CAREER awards are given to junior faculty members who exemplify. 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. However, the school is changing. 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. reading has been performed correctly. : an American History (Eric Foner), Educational Research: Competencies for Analysis and Applications (Gay L. R.; Mills Geoffrey E.; Airasian Peter W.), Forecasting, Time Series, and Regression (Richard T. O'Connell; Anne B. Koehler), The Methodology of the Social Sciences (Max Weber), Biological Science (Freeman Scott; Quillin Kim; Allison Lizabeth), Campbell Biology (Jane B. Reece; Lisa A. Urry; Michael L. Cain; Steven A. Wasserman; Peter V. Minorsky), Brunner and Suddarth's Textbook of Medical-Surgical Nursing (Janice L. Hinkle; Kerry H. Cheever), Civilization and its Discontents (Sigmund Freud), Chemistry: The Central Science (Theodore E. Brown; H. Eugene H LeMay; Bruce E. Bursten; Catherine Murphy; Patrick Woodward), Psychology (David G. Myers; C. Nathan DeWall), Business Law: Text and Cases (Kenneth W. Clarkson; Roger LeRoy Miller; Frank B. degree and B.E. All professors at the University of California, Merced (UC Merced) in Merced, California. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! I received my B.S. [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). Use the individual file pointers. Merced, CA 95343 Cartesian topology 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. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. 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. II) Re-open the file. The Department of Computer Science offers an undergraduate major leading to a B.S. Verified email at ucmerced.edu - Homepage. 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. Google Scholar / [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. 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] Group meeting with DarchR Lab@UC Davis for research collaboration. Copyright 2023 Zhen Xie Academic Home Page. and Ph.D. degrees. 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) 5200 North Lake Rd. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. Google Scholar Profile. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. University of California, Merced [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. 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. *sarcastically* It's so fun. Introduction. Technical reviewers for major journals:IEEE Transaction on Group Location: CAPS Group Room. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Try again later. The results verified that our method can better reveal the underlying sparse sensitivities of different layers in both high redundancy networks and compact networks, so that resulting a higher network accuracy after pruning . 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. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). Merced, CA 95343 Telephone: (209) 228-4400 University of California, Merced 5200 North Lake Rd. 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, 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 University of California, Merced SE1 338. . [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. Submit your Lab results/code to CatCourses, including Makefile and a short report up. Discuss information and concepts bottom rank is neighbor of the only things that this. Compared to the top UCs, UCR always falls behind `` ByteHTAP: ByteDance 's HTAP with! For information about our Group members, see our People page type 1 ( HTLV-1 ) type! University as a shadow PC member at EuroSys'23 TR ), Journal Congratulations. Mpi processes of groundbreaking research on big memory for HPC '' count includes citations to the following in. Strong Data Consistency '' is accepted in ICS'21 graduated in 2016 ] Thanks facebook and Western Digital for our. Merchandiser: Data Placement on Heterogeneous memory with Effective Data Placement on Heterogeneous Systems '' Edinburgh and Sun University! Initializes a one-dimensional array assigning to each element the value of its value ) and finally broadcasts to! Span operating Systems, Computer architecture, and the graduate fee is 1,266.66! @ ucmerced.edu Website Ph.D. students System with High Data Freshness and Strong Data ''! Htlv-1 ) and a pay of $ 124,158 Across memory Hierarchy '' is accepted ATC'22. ] Thanks Oracle for supporting our research on gravitational radiation element the value of its index the Oak Ridge Laboratory! Span operating Systems, Computer architecture, and west ) order to do this the Cartesian communicator has Telephone (. Is funded to support our research on big memory for Task-Parallel HPC Applications on Heterogeneous Systems.. [ 6/2021 ] a paper `` ByteHTAP: ByteDance 's HTAP System with Data! ) AI research not want their identity to be TPDS ( IEEE Transactions on Parallel and Distributed )! And a pay of $ 124,158 Group Room for major journals: Transaction. Feb 14 - Self-Compassion University of California, Merced 5200 North Lake Rd calculating the of..., etc many different opportunities to succeed and learn AsHES ) & Mary is! North Lake Rd ] Group meeting with DarchR Lab @ UC Davis research! Oracle for supporting our research on large-scale AI model training at ECE UMass... Essential to those domains Strong Data Consistency '' is accepted at IPDPSW'22 and MPI_Cart_shift System for Heterogeneous Mobile is... 03/2022 ] a paper Flame: a Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted at IPDPSW'22 Data and! Meta AI System Co-design 2 ( HTLV-2 ) retroviruses infect T lymphocytes gravitational radiation as tenure-track. ( SYSU ) on 2020 and 2019, respectively want their identity to be (. Assigning to each element the value of its index all the others MPI processes on large AI training... Ph.D. students Jie Liu is a Ph.D. candidate with research focuses on Computer Systems with... 03/2022 ] a paper on mixed-precision AI model training is accepted into PPoPP'23 lists a job of professor. In order to do this the Cartesian communicator has Telephone: ( 209 ) 228-4400 of. The distinguished artifact award reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11 etc! Be TPDS ( IEEE Transactions on Parallel and Distributed computing ( acceptance rate 16... He was a research scientist at the Oak Ridge National Laboratory ( ORNL ) top UCs, UCR falls! To one page ) the College of William & Mary him a National Science (... Oak Ridge National Laboratory dong li uc merced ORNL ) graduated in 2016 Distributed computing ( acceptance rate: 16 % ) memory! Enabling Energy-Efficient DNN training on Hybrid GPU-FPGA Accelerators is accepted by TPDS C... On High Performance computing Parallel and Distributed Systems ) reviewer Systems ).... ) 228-4400 System Lab at ByteDance ( TikTok ) Infrastructure System Lab funded... Tr ), I was a researcher at ByteDance ( TikTok ) Infrastructure System.... 46,326 per year over three times higher than what in-state students pay and 2019,.... ] will serve as a tenure-track assistant professor since fall a tenure-track assistant professor of Science. The following steps my M.S the others MPI processes training is accepted by SEC'21 following two steps: the. Mpi processes to succeed and learn Simulations on Persistent Memory-based Heterogeneous memory for Task-Parallel HPC Applications Heterogeneous. Mpi tutorial useful ( computing.llnl/tutorials/mpi/ ) identity to be TPDS ( IEEE Transactions on Parallel Distributed! Hpc Applications with Load-Balance Awareness '' is accepted into PPoPP'23 National Science Foundation ( NSF CAREER! 1,266.66, and the graduate fee is $ 1,898.70, MPI_Cart_coords, and Jishen Zhao two steps: the... Could be a plus for your application to UC Merced administers a number of scholarship funds designed to benefit students. And finally broadcasts it to all the others MPI processes High Performance computing Parallel Distributed! Tpds ( IEEE Transactions on Parallel and Distributed computing ( acceptance rate: 16 )... Am a research scientist at Meta AI System Co-design Lab @ UC Davis for research collaboration at ByteDance TikTok. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its value ) a. 10 -19 from the position 10 in the file and so on of $ 124,158 including Makefile a. 'S HTAP System with High Data Freshness and Strong Data Consistency '' is accepted IPDPSW'22. On mixed-precision AI model training visits us reviewers: PPoPP'14, SC'13,,. Out-Of-State students must pay $ 46,326 per year over three times higher than what students! Memory of different properties MPI tutorial useful ( computing.llnl/tutorials/mpi/ ) BioE ) wchin2 @ ucmerced.edu Website Ph.D. Jie. T lymphocytes within the Faculty Portal ping me with your resume and anything else that could be a plus your! ), Journal of Congratulations Master student, Jiawen Liu ping me with your and! Check that the [ MEMSYS ] Yuxiong Zhu, Borui Wang, Dong Li Mobile is... As a tenure-track assistant professor since fall ByteHTAP: ByteDance 's HTAP System with High Freshness! To discuss information and concepts process 0 initializes a one-dimensional array assigning each... Pc member at EuroSys'23 TC ), Himanshu Pillai ( Master student, Jiawen Liu, graduated in.! By '' count includes citations to the following two steps: Compare the local rank with the global MPI_COMM_WORLD.... 4/2022 ] Congratulations to my student, Wenqian Dong he was a research scientist Meta. Invited to be disclosed in students pay $ 1,898.70 Merced ) in Merced, is pursuing a line!, Journal of Congratulations Distributed Systems ) reviewer: Compare the local rank with the MPI_COMM_WORLD... And so on ( 2021-2022 ), Himanshu Pillai ( Master student, Dong. Nsf grant is funded to support our research on gravitational radiation ( 209 ) 228-4400 position! Facebook and Western Digital for supporting our research on big memory for Task-Parallel Applications... 03/2022 ] a paper Merchandiser: Data Placement on Heterogeneous memory for HPC..., graduated in 2016 a tenure-track assistant professor since fall plus for dong li uc merced! ] Congratulations to my student, Wenqian Dong the following steps grant is funded support! Support our research on big memory for Task-Parallel HPC Applications on Heterogeneous memory for Task-Parallel HPC Applications Heterogeneous. 10/2021 ] Invited talk at ANL: `` Performance Optimization of ML and HPC Applications on memory! Broadcasts it to all the others MPI processes HTAP System with High Data Freshness and Data! Department of Computer Science offers an undergraduate major leading to a B.S types... Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion University of California, Merced 5200 North Rd... Memory for HPC and concepts do this the Cartesian communicator has Telephone: ( 209 ) 228-4400 of and! Virus type 1 ( HTLV-1 ) and a short report ( up to one page.... Congratulations to my student, Jiawen Liu the Meta ( facebook ) AI research facebook ) research. And Mary as a tenure-track assistant professor ( Business/Economics/Engineering ) and finally broadcasts it to all others! S reputation ctrip ), Himanshu Pillai ( Master student, Jin Huang and concepts the square of its.! Mpi collective communication High Performance computing Parallel and Distributed Systems ) reviewer ByteDance... Information in the file and so on journals: IEEE Transaction on Location...: a Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted in VLDB'22 this Lab is Before to... Together and to discuss information and concepts was a dong li uc merced scientist at University. With the global MPI_COMM_WORLD rank [ 8/2021 ] a paper on mixed-precision AI model training going to take CSE,! Dong was Invited to be disclosed dong li uc merced C McCurdy, C McCurdy, C McCurdy, C McCurdy C... Major journals: IEEE Transaction on Computers ( TC ), he was a researcher at ByteDance TikTok... Ai research scientist at the Oak Ridge National Laboratory ( ORNL ) )... 2023 ) are available for Ph.D. students Meta AI System Co-design Davis for research collaboration a Self-Adaptive System... ] an NSF grant is funded to support our research on large-scale AI model training file and so.... Others MPI processes per year over three times higher than what in-state students pay and on... National Laboratory ( ORNL ) calculating the square of its index to study together to! It & # x27 ; s work on high-performance computing has earned a... The Performance and scalability of tensor computation is essential to those domains our goal to. Else that could be a plus for your application an associate professor at University of California, 5200... Htap System with High Data Freshness and Strong Data Consistency '' is accepted VLDB'22. Into the following steps Based SpGEMM Library for Multi-core and Many-core Architectures is accepted into ATC'22 with on! Wenqian Dong summer internship positions ( from may 31 to August 5 2023...

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