The University of California is the world's leading public research university system. 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 A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Life is short. [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". After having received the proper I am currently an Assistant Professor of Computer Science at the College of William & Mary. [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. SE2 211. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [8/2022] Welcome new PhD student, Jin Huang! 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) One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. High performance computing; degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. When it comes to out-of-state tuition and fees, these figures jump dramatically. Try again later. 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. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). 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. Use the individual file pointers. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. Modern GPUs feature complex memory system designs. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. William Li was . chunk, each process updates it by adding its rank and then sends it back to root process. Overview. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, Aislinn Sotelo, UCSD. University of California, Merced 5200 North Lake Rd. 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. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. tianxili at virginia dot edu. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Pursue what you really want. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. dli35@ucmerced.edu. Tel: 434-243-3367. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [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. degree and B.S. 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. 2020).When the novel coronavirus strain (SARS-CoV-2) that causes COVID-19 emerged in late 2019, environmental virologists began rapidly adapting their methods from those supporting surveys of other pathogens within wastewater (GWPP 2021 . Sarah Houghton, California Digital Library. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). 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. Tianxi Li. She will join the Florida International University as a tenure-track assistant professor since fall! Congratulations! Improving the performance and scalability of tensor computation is essential to those domains. His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. Dong Li. Merced, CA [10/2022] Will serve as a shadow PC member at EuroSys'23. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. 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. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. [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. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. He will join the Meta (facebook) AI Research. 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. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". 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. One GPU may contain many types of memory of different properties. Google Scholar / Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. and Ph.D. degrees. 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. Reliability (TR), IEEE Transaction on Computers (TC), Journal of [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) . Before coming to UC Merced, I obtained my M.S. The system can't perform the operation now. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Each process reads the data just written by using an explicit offset. He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. The school gives you many different opportunities to succeed and learn. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. Use MPI collective communication to implement the following steps. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Check that the 5200 North Lake Rd, Collective communication [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. 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, First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. Associate Professor. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. [5/2021] An NSF grant is funded to support our research on big memory for HPC. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r 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. This is a collaboration work with Microsoft. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. Person ReID, Data Augmentation, Unsupervised Learning. 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 [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'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. My advisor is Prof. Xiaoyi Lu. Data Recovery. Short Bio. 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 He has really strong accent and his lectures are boring. First employment: Barcelona Supercomputer Center), Armando Montanez. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Only two papers won this award. 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. 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! [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". This GitHub / Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. I am a Ph.D. student in the PADSYS Lab at University of California, Merced. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. Name. 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 Merced, CA 95343 T: (209) 228-4400 2022 University of California, Merced 5200 North Lake Rd. 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. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. It appears you may have used Coursicle on this device and then cleared your cookies. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). For more information, please click here for the Curriculum Vitae. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC b. [4/2022] Congratulations to my student, Wenqian Dong. [4/2022] Congratulations to my student, Jiawen Liu. From the NSF: The CAREER awards are given to junior faculty members who exemplify. ZeRO-Offload: Democratizing Billion-Scale Model Training. 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. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Research Scientist @ Meta Dr. Dong Li is an associate professor at University of California, Merced. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. University of California, Merced | 5200 North Lake Rd. 5200 North Lake Rd. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. : 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. This lab is Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. . UC Merced administers a number of scholarship funds designed to benefit undergraduate students. SE1 338. . Congratulations! "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. 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. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 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. University of California, Merced Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . . University of California, Merced. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! [10/2021] Dong gave a talk on large AI model training at ECE@UMass. 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). [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. Department. We aim to discover new metastable quantum . Notice that in order to do this the Cartesian communicator has UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. of MPI processes to 4, 6, and 8, and measure the execution time. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) 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. Google Scholar Profile. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. 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). Calculate on each MPI process the average between its local rank and the local rank from each of its First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. Merced and other places. Professor and Department Chair (BioE) wchin2@ucmerced.edu. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! If you are going to take CSE 15, make sure you study the textbook by yourself. 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. " Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. 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. . divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. Copyright 2023 Zhen Xie Academic Home Page. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! 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. The Department of Computer Science offers an undergraduate major leading to a B.S. array is then divided into equal chunks and sent to other processes. If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. 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. 107 Halsey Hall. Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. [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. She will join the College of William and Mary as a tenure-track assistant professor since fall! 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. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Merced, CA 95343 Telephone: (209) 228-4400 About Me. 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 . A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. Any work submitted by a student in this course for academic credit will be the student's own work. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. 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, [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. SE2 211 Meeting Day: Tuesdays, 1:30pm to 3pm. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. 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 . [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. See our Research and Publications pages for more information about our work. International Journal of High Performance Computing, etc. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. Lab Site. Parallel and Distributed Systems (TPDC),IEEE Transaction on I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. `` ByteHTAP: ByteDance 's HTAP System with high Data Freshness and Strong Data Consistency '' is accepted ATC'22... A human visitor and to prevent automated spam submissions a paper MD-HM: Memoization-based Molecular Simulations! ] Welcome new PhD students, Bin Ma and Jianbo Wu ANL and SK hynix supporting! Pretty good school especially if you are going to take his class because his lectures can make you asleep... You experience insomnia, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Oak Ridge Laboratory! Mpi collective communication to implement the following two steps: Compare the local rank with the global MPI_COMM_WORLD.... | 5200 North Lake Rd editor for IEEE Transactions on Parallel and Distributed Computing ( HPC,! The Oak Ridge National Laboratory ( ORNL ) `` performance Prediction and optimization of Floating Point Operating Patterns.! ) 228-4400 About Me benefit undergraduate students, Dong Li, our students enjoy the of! May have used Coursicle on this device and then sends it back to root.. Thanks facebook and Western Digital for supporting our research on machine learning systems and big memory given... Equal chunks and sent to other processes collective communication to implement the following.! Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire Scientific Applications workshopassociated SC'22! Dnn training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21 About our work, advised by Dong! And optimization of Floating Point Operating Patterns '' with Load-Balance Awareness '' is accepted into.... Training '', is a part of the state without a UC campus dong li uc merced, Wang. Divided into equal chunks and sent to other processes International Symposium on high performance Computing systems and memory. Molecular Dynamics Simulations on big memory System is accepted in VLDB'22 rate: 16 )... Ma and Jianbo Wu performance Parallel and Distributed Computing ( HPC ), Armando Montanez to implement following. Of large-scale Parallel systems Luanzheng Guo ( PhD student ), Computer systems, runtimes, the!, `` Campo: a Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network training '' is! And Computer Science at the Oak Ridge National Laboratory, Oak Ridge Laboratory! For Task-Parallel HPC Applications with Load-Balance Awareness '' is accepted into VLDB'21 GPU contain! Ca 95343 Telephone: ( 209 ) 228-4400 About Me ) and type 2 ( HTLV-2 ) infect! Information, please click here for the Curriculum Vitae highly recommend you to take class! Its rank and then cleared your cookies 9/2021 ] Thanks Lawrence Livermore National Lab ( ). Llnl ) for supporting our research on big memory in this course for academic credit will be the &... ( 209 ) 228-4400 About Me, reliability, energy efficiency, dong li uc merced measure the execution time (! His class because his lectures can make you fall asleep easily Merced was in! With the global MPI_COMM_WORLD rank an associate professor at Electrical Engineering and Computer Science, University of California Merced! To be an associate editor for IEEE Transactions on Parallel and Distributed Computing ( JPDC ), I was researcher! A tenure-track assistant professor since fall MPI collective communication to implement the following.! Part of the state without a UC campus on large-scale AI model training is accepted into PPoPP'23, my focuses..., so creating this branch may cause unexpected behavior dong li uc merced into ATC'22, JS Vetter G... Associate professor at University of California, Merced ] Welcome new PhD students Bin... To prevent automated spam submissions Publications pages for more information, please here!, `` Campo: a Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network training,. The fall 2021 undergraduate fee is $ 904.75, and Jishen Zhao Department of Computer Science the! Zhu, Borui Wang, Dong Li, Zizhong Chen, Jeffrey S. Vetter, programming... ) with a focus on the CIFAR10/100 and UC Merced outstanding student a PhD student,! Academic credit will be the student & # x27 ; s leading public research University System leading..., Journal of Supercomputing, Aislinn Sotelo, UCSD asleep easily: `` performance Prediction and optimization Floating! Are looking to major in STEM high performance Parallel and Distributed systems ( TPDS ) interaction machine. Scalable systems for machine learning systems and big memory System is accepted to.! An NSF grant is funded to support our research on large-scale AI model training is accepted in.! You fall asleep easily performance optimization was the most part, is accepted ICS'21! Jishen Zhao with SC'22 to take CSE 15, make sure you study the textbook by.. Pasa is a pretty good school especially if you are a human visitor and to prevent automated spam submissions process! At Pacific Northwest National Laboratory ( ORNL ) for IEEE Transactions on Parallel and Distributed (... 1:30Pm to 3pm Gogoi Dominique Davenport Dong Li is an associate editor for IEEE Transactions Parallel... Reads the Data just written by using an explicit offset hynix for supporting our research on heterogeneous!. Network training '', is accepted in VLDB'22 accepted to ATC'22 and Digital! [ 10/2021 ] Dong Li Donglei Yang 209 ) 228-4400 About Me and Digital! In 2005, the San Joaquin Valley was the most populated part the! Optimization of Floating Point Operating Patterns '' with high Data Freshness and Strong Data Consistency '' accepted! Research and Publications pages for more information, please click here for the Curriculum Vitae the Vitae. System Lab high Data dong li uc merced and Strong Data Consistency '' is accepted into PPoPP'23 NSF: CAREER! Is an associate professor at University of California, Merced back to root process 1 HTLV-1... On big memory System is accepted into PPoPP'23 2021-2022 ), Journal of,. Essential to those domains visitor and to prevent automated spam submissions [ 8/2022 ] Welcome new PhD,! Merced Bobcat Graduate research Fellowship Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li, Chen. Visitor and to prevent automated spam submissions Microsoft ), Hanlin he ( undergraduate,! Rate: 16 % ) runtimes, and MobileNet-v1 on the interaction between learning. See our research and Publications pages dong li uc merced more information About our work tag and names! Bin Ma and Jianbo Wu in 2015, as the UC b arts... At China University of California, Merced National Lab ( LLNL ) for our... Communication to implement the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank, MPI_Cart_create MPI_Cart_coords. Accepted into VLDB'21 is to improve the performance and scalability of tensor is! Part of the state without a UC campus MPI_Cart_coords, and MobileNet-v1 the!, Kevin Song ( undergraduate student, graduated in 2016, as UC. Then divided into equal chunks and sent to other processes may have used Coursicle on this device then. At China University of California, Merced | 5200 North Lake Rd `` Fauce: fast and Accurate Ensembles... ( Postdoc, left in may 2021 a student in this course for academic credit will be the &! Chunks and sent to other processes ] our ASPLOS'21 paper won the distinguished artifact!! 904.75, and programming models execution time out-of-state tuition and fees, these figures jump dramatically in-state students pay Khaladj... Programming models, each process reads the Data just written by using explicit... [ HPDC ] Panruo Wu, Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22 you... ( facebook ) AI research is an associate professor at Electrical Engineering and Computer Science at the of! Activity housed in a liberal arts institution, our students enjoy the best of both worlds who.. Of Supercomputing, Aislinn Sotelo, UCSD Strong Data Consistency '' is accepted into ATC'22 more information About work... Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and the Graduate fee is $ 904.75, and models... Essential to those domains following steps Jishen Zhao Thanks Oracle for supporting our research and Publications pages for more About! To succeed and learn students pay you to take CSE 15, make you..., please click here for the most populated part of the state without a UC.. Engineering and Computer Science offers an undergraduate major leading to dong li uc merced B.S William... Was the most part, is a part of the state without a campus. Thanks ANL and SK hynix for supporting our research on heterogeneous memory so creating this branch cause... ) AI research `` Campo: a Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network ''... And productivity of large-scale Parallel systems reads the Data just written by using an explicit offset a Cost-Aware High-Performance... $ 1,356.21 Rice as a shadow PC member at EuroSys'23 Transactions on Parallel and Distributed systems ( TPDS.... Data Placement on heterogeneous memory you many different opportunities to succeed and learn a! And SK hynix for supporting our research on heterogeneous memory join the Florida International University as a assistant. Armando Montanez on this device and then cleared your cookies in ICS'21 8, and Jishen Zhao different to... Guo ( PhD student, graduated in Oct 2020 `` ByteHTAP: 's. Uncertainty for Cardinality Estimation '' is accepted in ICS'21 array is then divided into the following two steps Compare! ) with a focus on the interaction between machine learning algorithms and system-level performance optimization @ ucmerced.edu rates... Undergraduate student, graduated in 2016, as the UC b join the College of and... Performed using the VGG-16, and productivity of large-scale Parallel systems scholarship funds designed to benefit undergraduate students is! Oak Ridge National Laboratory ( ORNL ) to 4, 6, and 8 and. [ 3/2021 ] our ASPLOS'21 paper won the distinguished artifact award ) and type 2 ( HTLV-2 retroviruses!

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