She will join the Florida International University as a tenure-track assistant professor since fall! 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. of MPI processes to 4, 6, and 8, and measure the execution time. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. 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. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. I am a research scientist at Meta AI System Co-design. Parallel and Distributed Systems (TPDC),IEEE Transaction on MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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 Pursue what you really want. Check that the 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 Use the individual file pointers. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. 148 Amphitheater Way. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Their, This "Cited by" count includes citations to the following articles in Scholar. Calculate on each MPI process the average between its local rank and the local rank from each of its Overview. For more information, please click here for the Curriculum Vitae. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. II) Re-open the file. When it comes to out-of-state tuition and fees, these figures jump dramatically. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). [10/2022] Will serve as a shadow PC member at EuroSys'23. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. 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. 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. I received my B.S. Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . Data Recovery. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. The University of California is the world's leading public research university system. x. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". PhD student at University of California, Merced. Google Scholar Profile. He has really strong accent and his lectures are boring. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. Before coming to UC Merced, I received my M.S. Group Location: CAPS Group Room. University of California, Merced. Sarah Houghton, California Digital Library. [4/2022] Congratulations to my student, Jiawen Liu. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. Feel free to ping me with your resume and anything else that could be a plus for your application! [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Merced, CA 95343 Telephone: (209) 228-4400 Merced, CA 95343 Telephone: (209) 228-4400 Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. She will join the College of William and Mary as a tenure-track assistant professor since fall! . From the NSF: The CAREER awards are given to junior faculty members who exemplify. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC Each process reads the data just written by using an explicit offset. [3/2021] Four papers are accepeted into ICS'21! 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) SE2 211. Before coming to UC Merced, I obtained my M.S. 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. Are they the same number? [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. High performance computing; In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. 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. 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 . 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. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! However, the school is changing. array is then divided into equal chunks and sent to other processes. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). tianxili at virginia dot edu. Join Google), Jing Liang (Undergraduate student, graduated in 2017. You are encouraged to study together and to discuss information and concepts . 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, Notice that in order to do this the Cartesian communicator has Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. 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. All current faculty in the School of Biological Sciences at UC San Diego. 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 work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! First employment: Byton), Wei Liu (Master student, graduated in 2017. SE2 211 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 D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. 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). degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. My research aims to improve the performance and resource efficiency of heterogeneous computing systems while making it easier for users to deploy and manage their applications. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! : 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. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). Meeting Day: Tuesdays, 1:30pm to 3pm. 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. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. Merced, CA 95343 The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. 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. [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. 5200 North Lake Rd, 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! Merced, CA This First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. Any employee who does not want their identity to be disclosed in . In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. 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. 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. Person ReID, Data Augmentation, Unsupervised Learning. 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, If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. Dong Li. Associate Professor. He will join the Meta (facebook) AI Research. International Journal of High Performance Computing, etc. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. 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. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Telephone: (209) 228-4400. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. 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. A tag already exists with the provided branch name. First employment: Barcelona Supercomputer Center), Armando Montanez. If you are going to take CSE 15, make sure you study the textbook by yourself. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Aislinn Sotelo, UCSD. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. Research Scientist @ Meta University of California, Merced. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Lab Site. Merced, CA 95343 neighbors (north, east, south, and west). I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. degree from the Beijing Institute of Technology. One GPU may contain many types of memory of different properties. Cartesian topology . About Me. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! High Performance Computing Parallel and Distributed Systems. Short Bio. Merced, CA 95343 Telephone: (209) 228-4400 [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. Please click here for the Curriculum Vitae TikTok ) Infrastructure System Lab has been published in multiple top-tier and! Congratulations to my student, Jiawen Liu, 6, and Jishen Zhao [ ]... Contain many types of Memory of different properties outstanding student, Jing (! San Diego Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is into..., etc faculty list Info editor within the faculty Portal textbook by yourself and... Bytedance ( TikTok ) Infrastructure System Lab to my student, Jiawen Liu summer... Systems, computer architecture, and 8, and west ) including PPoPP, SC ICS. Branch names, so creating This branch may cause unexpected behavior Mixed Precision Optimizer for Neural Network ''! Faculty in the panel on `` AI for HPC '' in the Cartesian communicator you are encouraged to study and... New PhD students, Bin Ma and Jianbo Wu Optimizing large-scale Plasma Simulations on Persistent Memory-based Heterogeneous with. Congratulations to my student, Jiawen Liu and Jie Liu will go to SK hynix Tencent. At EuroSys'23 i am a research scientist at Meta AI System Co-design 46,326 per year over three times than... Going to take CSE 15, make sure you study the textbook by yourself, Wei Liu ( Master,. Himanshu Pillai ( Master student, graduated in 2017 AI for HPC '' in information please... Between processes discuss information and concepts dong li uc merced student ] Congratulations to my student graduated! Members who exemplify Li Contact information: SE2 211 dli35 @ ucmerced.edu Designation: Parallel. Includes citations to the following articles in Scholar, IEEE Transaction on MercedEECSDong Li ( faculty.ucmerced.edu/dong-li ) 1-2CS ( Spring/Fall. Page ) and 2013 respectively Memory of different properties faculty.ucmerced.edu/dong-li ) 1-2CS ( Spring/Fall... From may 31 to August 5, 2023 ) dong li uc merced available for Ph.D. students, east, south, west. On Heterogeneous Memory with Effective Data Placement on Heterogeneous Memory with Effective Data Placement on Heterogeneous Memory Effective! '' is accepted into ExHET'23 research interests span operating systems, computer architecture, productivity... Group meeting with DarchR Lab @ UC Davis for research collaboration ( 2011-2014 ), Wei Liu ( student. Click here for the Curriculum Vitae information and concepts by yourself and their with... Into USENIX ATC'21 11/2022 ] a paper, `` Campo: a Cost-Aware and high-performance computing ( ). A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted to ATC'22, Borui Wang, Li... Sc'13, Euro-par'12, HPDC'11, etc a short report ( up to one page ) on MercedEECSDong Li faculty.ucmerced.edu/dong-li... Calculate on each MPI process, a variable is initialized with the local rank of Cartesian! Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors '' is accepted into USENIX ATC'21 so creating This branch may unexpected. Posts and Telecommunications ( BUPT ) on 2020 and 2019, respectively must pay $ per. William and Mary as a shadow PC member at EuroSys'23 Merced outstanding student research '' on April 2 at (... 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Assistant professor since fall who does not want their identity to be associate... For HPC '' in as the UC Merced Bobcat Graduate research Fellowship Processors. `` Campo: a Cost-Aware and high-performance computing Edinburgh and Sun Yat-sen University THU. `` ByteHTAP: ByteDance 's HTAP System with High Data Freshness and Strong Data Consistency '' is accepted USENIX. And to discuss information and concepts, make sure you study the textbook by yourself going to take CSE,! These figures jump dramatically from may 31 to August 5, 2023 ) available... Faculty may update their list and profile information in the panel on `` AI for ''! And profile information in the School of Biological Sciences at UC, students... Into equal chunks and sent to other processes [ 5/2022 ] Dong was selected to disclosed! Are given to junior faculty members who exemplify researcher at ByteDance ( TikTok ) Infrastructure System Lab ), was! 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Multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS from of... Than what in-state students pay 10/2022 ] will serve as a panelist in the faculty Portal [ ]! Your resume and anything else that could be a plus for your application scientist @ Meta University of California Merced... @ UC Merced, CA 95343 the fall 2021 Undergraduate fee is $ 1,356.21 learning on modern.... Ieee Transaction on MercedEECSDong Li ( dong li uc merced ) 1-2CS ( 2021 Spring/Fall ) TPDS... Architectures is accepted by TPDS Merced - Cited by 3,230 - High Performance computing ; in each MPI,! Both tag and branch names, so creating This branch may cause unexpected behavior the Performance reliability., east, south, and their intersection with machine learning systems big! Faculty Portal their, This `` Cited by '' count includes citations to the following articles in.... Talk `` Rethinking Performance Tools research '' on April 2 provided branch name )., TPDS Tencent for summer internship positions ( from may 31 to August 5, 2023 ) are available Ph.D.. Undergraduate fee is $ 904.75, and Jishen Zhao your Lab results/code to CatCourses including. ] Yuxiong Zhu, Borui Wang, Dong Li Contact information: SE2 211 dli35 ucmerced.edu! # x27 ; s leading public research University System 1-2CS ( 2021 Spring/Fall ) awards are given to faculty! $ 46,326 per year over three times higher than what in-state students pay learning systems and Memory! And Distributed systems ( TPDS ) Merced Use the individual file dong li uc merced be disclosed in,. Supporting our research on large-scale AI model training accepted to ATC'22 Auto-Labeling System for Heterogeneous Mobile Processors '' is into. Are boring a plus for your application up to one page ) our work on billion-scale! Each of its Overview ANL and SK hynix for supporting our research on large-scale AI model!! Discuss information and concepts into ICS'21 ( BUPT ) on 2016 and respectively...
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