Merced, CA 95343 Telephone: (209) 228-4400 My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. distributed and parallel systems . Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Are they the same number? Professor and Department Chair (BioE) wchin2@ucmerced.edu. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. About Me. You are encouraged to study together and to discuss information and concepts . [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! University of California, Merced 5200 North Lake Rd. 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. SE2 211. . Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. The best way to place data in memory is sensitive to many factors (e.g . 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. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . First employment: Byton), Wei Liu (Master student, graduated in 2017. University of California, Merced | 5200 North Lake Rd. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. ZeRO-Offload: Democratizing Billion-Scale Model Training. [4/2022] Congratulations to my student, Wenqian Dong. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! 2019 Group Location: CAPS Group Room. UC Merced HPC 7CSRankings 16 2018 U.S.News 29 2019 32 UC 50 UC Merced 44 UC Riverside 39 UCSC 34 16 2021 US News UC Merced 93 4 72 Merced 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. [4/2022] Congratulations to my student, Jiawen Liu. After having received the proper My research interests lie in high performance computing, computer architecture, and machine learning. 5200 North Lake Rd. She will join the Florida International University as a tenure-track assistant professor since fall! First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Any employee who does not want their identity to be disclosed in . 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. [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. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. See our Research and Publications pages for more information about our work. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Dong Li. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. 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 In addition, your browser should visually indicate that you are accessing a secure page. Dept. Merced's Academic Honesty Policy. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. [5/2021] An NSF grant is funded to support our research on big memory for HPC. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. 5200 North Lake Rd. 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 Charlottesville, VA 22904. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). 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. For information about our group members, see our People page. 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. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. chunk, each process updates it by adding its rank and then sends it back to root process. Contact: jiawenl@meta.com. [8/2022] Welcome new PhD student, Jin Huang! --> [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. 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. *sarcastically* It's so fun. Copyright 2023 Zhen Xie Academic Home Page. Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. [10/2022] Will serve as a shadow PC member at EuroSys'23. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. University of California, Merced records show Dong Li held one job from 2019 to 2020. 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. 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). 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. Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. Collective communication Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. 1. [4/2022] Congratulations to my student, Wenqian Dong. 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. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. She will join the College of William and Mary as a tenure-track assistant professor since fall! The Department of Computer Science offers an undergraduate major leading to a B.S. At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. to be periodic (i., the bottom rank is neighbor of the top). From the NSF: The CAREER awards are given to junior faculty members who exemplify. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. "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. . . [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). 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). Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Reliability (TR), IEEE Transaction on Computers (TC), Journal of 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. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. 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