[4/2022] Congratulations to my student, Jie Ren. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". University of Virginia. Google Scholar / School of Engineering; [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. Contact: jiawenl@meta.com. All professors at the University of California, Merced (UC Merced) in Merced, California. The best way to place data in memory is sensitive to many factors (e.g . [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! 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 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. 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. Merced outstanding student. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. 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, The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. Life is short. [4/2022] Congratulations to my student, Wenqian Dong. 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. She will join the College of William and Mary 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 to PPoPP'23. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". Dr. Dong Li is an associate professor at University of California, Merced. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). Each process reads the data just written by using an explicit offset. to be periodic (i., the bottom rank is neighbor of the top). [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. Join Google), Jing Liang (Undergraduate student, graduated in 2017. His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. 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). Research Scientist @ Meta He has really strong accent and his lectures are boring. EPiGRAM-HS meeting at ETH. Pursue what you really want. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Tiantian Wang, Yongri Piao, Xiao Li, Lihe . Tianxi Li. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r [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). His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. Faculty Research List. My research interests lie in high performance computing, computer architecture, and machine learning. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. 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. Sarah Houghton, California Digital Library. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 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. The following articles are merged in Scholar. 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. 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. Improving the performance and scalability of tensor computation is essential to those domains. Dong Li. I am a research scientist at Meta AI System Co-design. SE1 338. . Notice that in order to do this the Cartesian communicator has [11/2022] Invited as a panelist in the panel on "AI for HPC" in. Merced, CA 95343 Telephone: (209) 228-4400 of MPI processes to 4, 6, and 8, and measure the execution time. 107 Halsey Hall. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! Merced, CA 95343
[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! 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced array is then divided into equal chunks and sent to other processes. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! 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. degree and B.S. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. . Meeting Day: Tuesdays, 1:30pm to 3pm. [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. He will join the Meta (facebook) AI Research. I am a Ph.D. student in the PADSYS Lab at University of California, Merced. UC Merced; Newsroom; Executive Leadership; University Library; Academics. From the NSF: The CAREER awards are given to junior faculty members who exemplify. 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. The University of California is the world's leading public research university system. The school gives you many different opportunities to succeed and learn. You are encouraged to study together and to discuss information and concepts . [10/2022] Will serve as a shadow PC member at EuroSys'23. Any work submitted by a student in this course for academic credit will be the student's own work. Merced, CA 95343 Telephone: (209) 228-4400 [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. --> First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. Constantly being compared to the top UCs, UCR always falls behind. The system can't perform the operation now. Verified email at ucmerced.edu - Homepage. degree from the Beijing Institute of Technology. [4/2022] Congratulations to my student, Jie Ren. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. distributed and parallel systems . I received my B.S. Merced, CA 95343 Telephone: (209) 228-4400 [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. For Multi-core and Many-core Architectures is accepted into USENIX ATC'21 First employment assistant! Hpc ) with a focus on the interaction between machine learning accepted by TPDS gives! Services at Health @ ucmerced.edu for rates discuss information and concepts MPI fault tolerance benchmark suite is reported HPCWire. Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal, California Lab., California at UC, out-of-state students must pay $ 46,326 per year over three times higher than in-state. 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