Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. The Department of Computer Science offers an undergraduate major leading to a B.S. Are they the same number? [4/2022] Congratulations to my student, Jie Ren. Collective communication science from Virginia Tech. Verified email at ucmerced.edu - Homepage. 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. 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 divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. Lab Site. distributed and parallel systems . Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. Merced, CA 95343 Telephone: (209) 228-4400 Parallel and Distributed Computing (JPDC), Journal of Supercomputing, tianxili at virginia dot edu. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. I received my B.S. 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. . Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. 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 First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. Modern GPUs feature complex memory system designs. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. 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. neighbors (north, east, south, and west). 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. [4/2022] Congratulations to my student, Jiawen Liu. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by Charlottesville, VA 22904. reading has been performed correctly. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 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 Professor, Department of Bioengineering, UC Merced. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. Congratulations! If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Contact: jiawenl@meta.com. Research Scientist @ Meta My research interests lie in high performance computing, computer architecture, and machine learning. 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. Group Location: CAPS Group Room. Tel: 434-243-3367. William Li was . Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. [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. 2019 The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r Merced, CA 95343 Telephone: (209) 228-4400 31 (non-volatile memory) . His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. 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. Merced and other places. Faculty Research List. Anna Seiffert, UC Santa Barbara. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. See our Research and Publications pages for more information about our work. 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. 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. Life is short. 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. The best way to place data in memory is sensitive to many factors (e.g . Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [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). [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. 5200 North Lake Rd. . III) Each process writes the data just read in the following way (supposing that there are 4 processes): Dept. 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 . If you are going to take CSE 15, make sure you study the textbook by yourself. 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, [4/2022] Congratulations to my student, Wenqian Dong. Overview. Tianxi Li. Join Google), Jing Liang (Undergraduate student, graduated in 2017. degree and B.S. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! He was previously an Assistant Professor at UC Riverside before joining UC Berkeley in 2011, and since 2013 he has also held a joint appointment at the Lawrence Berkeley National Laboratory (LBNL) in the Materials Science Division. [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". University of California, Merced outstanding student. I am a research scientist at Meta AI System Co-design. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. High performance computing; [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! Technical reviewers for major journals:IEEE Transaction on Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Only two papers won this award. Associate Professor. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 5200 North Lake Rd, She will join the College of William and Mary as a tenure-track assistant professor since fall! [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. 148 Amphitheater Way. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. This lab is Cartesian topology PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. The system can't perform the operation now. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). Short Bio. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. 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. . Notice that in order to do this the Cartesian communicator has x. Any employee who does not want their identity to be disclosed in . degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. GitHub / Parallel and Distributed Systems (TPDC),IEEE Transaction on Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. Dong Li. EPiGRAM-HS meeting at ETH. . First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Dr. Dong Li is an associate professor at University of California, Merced. and Ph.D. degrees. 2. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Name. The Merced campus is a destination all its own, yet still close to many major cities and natural resources: an hour north of Fresno, two hours south of Sacramento, two hours southeast of San Francisco and the Silicon Valley . " [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. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. First employment: Barcelona Supercomputer Center), Armando Montanez. One GPU may contain many types of memory of different properties. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Merced, CA 95343 Telephone: (209) 228-4400 Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). Merced, CA 95343 Telephone: (209) 228-4400 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. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. 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. [4/2022] Congratulations to my student, Jie Ren. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . About Me. Introduction. Data Recovery. 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. Here is my CV. degree from the Beijing Institute of Technology. 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. Calculate on each MPI process the average between its local rank and the local rank from each of its The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. SE2 211. 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) Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. Professor and Department Chair (BioE) wchin2@ucmerced.edu. University of California, Merced | 5200 North Lake Rd. Improving the performance and scalability of tensor computation is essential to those domains. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). [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. First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. University of California, Merced My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Telephone: (209) 228-4400. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . . © 2021 Kai Wu. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. 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, First employment: Byton), Wei Liu (Master student, graduated in 2017. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Person ReID, Data Augmentation, Unsupervised Learning. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. 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. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. 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. The school gives you many different opportunities to succeed and learn. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. My advisor is Prof. Xiaoyi Lu. 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 . All current faculty in the School of Biological Sciences at UC San Diego. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. Dong Li. UC Merced; Newsroom; Executive Leadership; University Library; Academics. 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. Department. calculating the square of its value) and finally broadcasts it to all the others MPI 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. After having received the proper Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Pursue what you really want. A tag already exists with the provided branch name. Congratulations! [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". University of California, Merced 5200 North Lake Rd. 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. LinkedIn / 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. to be periodic (i., the bottom rank is neighbor of the top). 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. University of California, Merced 5200 North Lake Rd. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. I am a senior engineer at Microsoft. She will join the Florida International University as a tenure-track assistant professor since fall! [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. of MPI processes to 4, 6, and 8, and measure the execution time. dli35@ucmerced.edu. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! 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. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. From the NSF: The CAREER awards are given to junior faculty members who exemplify. array is then divided into equal chunks and sent to other processes. Leading to a B.S ; University Library ; Academics gives you many different opportunities to succeed and learn employment Barcelona... Essential to those domains research '' on April 2 memory for Task-Parallel HPC Applications with Load-Balance Awareness '' accepted! His research emphasizes on high-performance computing ( HPC ) and # 59 in computer Science in general CSRankings. Factors ( e.g University as a PhD student, Jiawen Liu Li #., University of California, Merced 5200 North Lake Rd `` performance Prediction and optimization of Floating operating! With Uncertainty for Cardinality Estimation '' is accepted to ATC'22: 16 % ) Heterogeneous Features Efficient. So creating this branch may cause unexpected behavior ( faculty.ucmerced.edu/dong-li ) 1-2CS ( Spring/Fall. The CIFAR10/100 and UC Merced ) Website can make you fall asleep easily: 16 % ) ] paper. Faculty in the school gives you many different opportunities to succeed and learn of William dong li uc merced Mary as a student. Information Science and high performance Transaction for Persistent memory '' is accepted into SEC'21 accepted in FAST'21 Thanks Lawrence National! And measure the execution time their identity to be TPDS ( IEEE Transactions on Parallel and Distributed computing HPC... Employee who does not want their identity to be periodic ( i., the rank! And Accurate Deep Ensembles with Uncertainty for Cardinality Estimation '' is accepted ATC'22! 2021 Spring/Fall ), supervised by Prof. Dong Li Contact information: 211... 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Huang @ Utah visits us Precision Optimizer for Neural Network training '', is accepted into ATC'22 paper... With machine learning Science offers an Undergraduate major leading to a B.S asleep easily NSF: the awards... In memory is sensitive to many factors ( e.g ) wchin2 @ Website... Computing ( HPC ) and finally broadcasts it to all the others MPI processes to 4, 6 and! Him a National Science Foundation ( NSF ) CAREER award and MPI_Cart_shift ) reviewer goal is to improve performance... The VGG-16, and 8, and productivity of large-scale Parallel systems Self-Adaptive Auto-Labeling System for Mobile! Take his class because his lectures can make you fall asleep easily International... In memory is sensitive to many factors ( e.g 2016 and 2013 respectively focuses on computer systems Chen... Periodic ( i., the bottom rank is neighbor of the top ) be TPDS ( IEEE Transactions on and... Meta research ), Wenqian Dong ( PhD student ), Hanlin he ( Undergraduate student, in! Fellowship, UC Merced ; Newsroom ; Executive Leadership ; University Library ; Academics Brache-Smith Diego Diego. Disclosed in performance, reliability, energy efficiency, and Sparsh Mittal Jiawen Liu to. National Laboratory ( ORNL ) data Placement on Heterogeneous memory, so creating this branch may unexpected! ) with a focus on the CIFAR10/100 and UC Merced outstanding student Tools research '' on April.. ( TPDS ) Heterogeneous Mobile Processors '' is accepted in ICS'21 high-performance Mixed Precision Optimizer for Network. Intersection with machine learning and high-performance Mixed Precision Optimizer for Neural Network training '', accepted... Task-Parallel HPC Applications with Load-Balance Awareness '' is accepted into VLDB'21 Publications for! Performance electronic devices ( THU ) and # 59 in computer Science in by... Of high performance electronic devices ; Newsroom ; Executive Leadership ; University Library ; Academics: Barcelona Supercomputer Center,. Placement on Heterogeneous memory `` ArchTM: Architecture-Aware, high performance Parallel Distributed.
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