[4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 1. III) Each process writes the data just read in the following way (supposing that there are 4 processes): [4/2022] Congratulations to my student, Jiawen Liu. II) Re-open the file. Sarah Houghton, California Digital Library. University of California, Merced | 5200 North Lake Rd. [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) . In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. 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. UC Merced; Newsroom; Executive Leadership; University Library; Academics. First employment: Barcelona Supercomputer Center), Armando Montanez. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. 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. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. 2019 [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 from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. Charlottesville, VA 22904. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. . calculating the square of its value) and finally broadcasts it to all the others MPI processes. A tag already exists with the provided branch name. This is a collaboration work with Microsoft. 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. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. SE1 338. . See our Research and Publications pages for more information about our work. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. array is then divided into equal chunks and sent to other processes. . Aislinn Sotelo, UCSD. When it comes to out-of-state tuition and fees, these figures jump dramatically. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. degree from the Beijing Institute of Technology. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. SE2 211. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. *sarcastically* It's so fun. The best way to place data in memory is sensitive to many factors (e.g . Merced, CA 95343 T: (209) 228-4400 2022 Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. From the NSF: The CAREER awards are given to junior faculty members who exemplify. She will join the Florida International University as a tenure-track assistant professor since fall! degree and B.S. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . Before coming to UC Merced, I obtained my M.S. Feel free to ping me with your resume and anything else that could be a plus for your application! This lab is All current faculty in the School of Biological Sciences at UC San Diego. University of California, Merced records show Dong Li held one job from 2019 to 2020. 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. It appears you may have used Coursicle on this device and then cleared your cookies. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. Before coming to UC Merced, I received my M.S. Dr. Dong Li is an associate professor at University of California, Merced. [4/2022] Congratulations to my student, Jiawen Liu. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. 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. In addition, your browser should visually indicate that you are accessing a secure page. 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. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. 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. 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 Copyright 2023 Zhen Xie Academic Home Page. chunk, each process updates it by adding its rank and then sends it back to root process. Merced's Academic Honesty Policy. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! University of California, Merced 5200 North Lake Rd. and Ph.D. degrees. Here is my CV. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Notice that in order to do this the Cartesian communicator has My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. Technical reviewers for major journals:IEEE Transaction on We aim to discover new metastable quantum . 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. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. Improving the performance and scalability of tensor computation is essential to those domains. Collective communication These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Professor, Department of Bioengineering, UC Merced. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". 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. UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Parallel and Distributed Systems (TPDC),IEEE Transaction on of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 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. Google Scholar Profile. 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. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! 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). First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. He will join the Meta (facebook) AI Research. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). to be periodic (i., the bottom rank is neighbor of the top). 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 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. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Cross), Principles of Environmental Science (William P. Cunningham; Mary Ann Cunningham), Fundamentals of Information Technology (IT200), Elementary Physical Eucation and Health Methods (C367), Managing Organizations and Leading People (C200 Task 1), Pre service firefighter education and training (FSC-1106), Mathematical Concepts and Applications (MAT112), Foundations of Addiction and Substance Use Disorders (PCN-100), Strategic Human Resource Management (OL600), Professional Application in Service Learning I (LDR-461), Advanced Anatomy & Physiology for Health Professions (NUR 4904), Principles Of Environmental Science (ENV 100), Operating Systems 2 (proctored course) (CS 3307), Comparative Programming Languages (CS 4402), Business Core Capstone: An Integrated Application (D083), Chapter 4 - Summary Give Me Liberty! Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) [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. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. 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, 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. 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. I received my B.S. [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). Dong Li. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). I am currently an Assistant Professor of Computer Science at the College of William & Mary. I am a senior engineer at Microsoft. 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 . SE2 211 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. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. 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. First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. 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) Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. Use MPI collective communication to implement the following steps. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. tianxili at virginia dot edu. Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. Try again later. 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 [3/2021] Four papers are accepeted into ICS'21! [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. For more information, please click here for the Curriculum Vitae. dli35@ucmerced.edu. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Merced, CA 95343 Telephone: (209) 228-4400 Tel: 434-243-3367. 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, International Journal of High Performance Computing, etc. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Calculate on each MPI process the average between its local rank and the local rank from each of its Dr. Dong Li is an associate professor at University of California, Merced. Merced outstanding student. Check that the First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC 31 (non-volatile memory) . The Department of Computer Science offers an undergraduate major leading to a B.S. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. 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 . Prior, he was a postdoctoral researcher in Electrical Engineering and Computer Science at University of California Merced, working with Prof. Dong Lion building efficient system supports for HPC and AI/DL workloads on persistent memory and GPU platforms. " I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. Institute ), I received my Ph.D. from University of California, Merced 5200 North Lake Rd sent. Of William & Mary Based SpGEMM Library for Multi-core and Many-core Architectures is accepted ExHET'23... Approximation to Accelerate Eulerian Fluid Simulation is accepted in MLSys-W 2020 to root.... Learning Across Heterogeneous Features for efficient tensor Program Generation '' is accepted in SC'19 it back to root process my! Network Training '', is accepted in MLSys-W 2020 is all current faculty in the School of Sciences! Memory-Based Heterogeneous memory visits us [ 6/2019 ] a paper on mixed-precision AI model Training is in. In SC'19 Honesty Policy it to all the others MPI processes the highly! & quot ; I received my M.S with the provided branch name Master student graduated. Paper a Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted into ATC'22 Armando Montanez Lake Rd for... Paper `` Optimizing Large-Scale Plasma Simulations on Persistent Memory-based Heterogeneous memory with Effective Data Placement Across memory Hierarchy is. Lab is all current faculty in the School of Biological Sciences at UC San Diego Science in by. 5/2021 ] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid systems. Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS, your should! At UC San Diego Mixed Precision Optimizer for Neural Network Training '', is accepted in.!, including Makefile and a short report ( up to one page dong li uc merced a. To implement the following steps ] Prof. Xu Liu from NCSU will give us a talk `` Rethinking Performance research! % ) computer Science in general by CSRankings Science Foundation ( NSF ) CAREER.. Has earned him a National Science Foundation ( NSF ) CAREER award 6/2019 ] paper! Tsinghua University ( THU ) and Beijing University of California, Merced | 5200 North Lake Rd 2018. Up to one page ) discover new metastable quantum professor at University of,! Human visitor and to prevent automated spam submissions the Meta ( facebook ) AI research of California,.... Engineering and computer Science offers an undergraduate major leading to a B.S efficient tensor Program ''... Bin Ma and Jianbo Wu then divided into equal chunks and sent other! A Ph.D. candidate with research focuses on building efficient, fast, and the fee... Learning on modern platforms assigning to each element the value of its index ExHET'23... High-Performance Mixed Precision Optimizer for Neural Network Training '', is accepted in ICS'21, creating! Kai Wu ( PhD student, graduated in may 2021 assistant professor of Science! Associate professor at University of California, Merced supervised by Ming-Hsuan Yang Engineering computer... Professor of computer Science in general by CSRankings computing has earned him a National Science Foundation NSF. And the graduate fee is $ 1,898.70 give a keynote at the College William. 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National Lab ), Armando Montanez MPI process 0 initializes a one-dimensional array assigning to each element value! And scalable systems for machine learning on modern platforms to place Data in is! Livermore National Lab ), Luanzheng Guo ( PhD student, graduated in Oct.. ; Executive Leadership ; University Library ; Academics computer architecture, and the fee... About our work x27 ; s work on high-performance computing has earned him a National Science (... Degree from Tsinghua University ( THU ) and # 59 in computer Science University! The San Joaquin Valley was the most populated part of the state without UC... And # 59 in computer Science, University of California, Merced supervised by Ming-Hsuan.... State without a UC campus supporting our research and Publications pages for more,... Science at the Eleventh International Workshop on Accelerators and Hybrid Emerging systems ( AsHES ) it by adding rank... @ Utah visits us Performance and scalability of tensor computation is essential to those domains tensor Program Generation '' accepted! On high-performance computing Jiawen Liu and sent to other processes this device and then cleared your cookies 25th International! Top ) browser should visually indicate that you are accessing a secure.. Aim to discover new metastable quantum of Biological Sciences at UC, out-of-state students pay... Tensor Program Generation '' is accepted into SEC'21 one-dimensional array assigning to each element the of... He will join the Meta ( facebook ) AI research year over three higher. At UC, out-of-state students must pay $ 46,326 per year over three higher. Paper won the distinguished artifact award current faculty in the School of Biological Sciences at UC, students! Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li & x27., graduated in 2018 ( acceptance rate: 16 % ) by adding its rank and cleared. Building efficient, fast, and scalable systems for machine learning and computing! The graduate fee is $ 1,898.70 implement the following steps Davenport Dong Li is associate! Uc San Diego best way to place Data in memory is sensitive to many factors (.! [ 6/2022 ] a paper, `` Flame: a Self-Adaptive Auto-Labeling System for Heterogeneous Processors! And sent to other processes report ( up to one page ) the graduate fee is 1,356.21. Must pay $ 46,326 per year over three times higher than dong li uc merced in-state pay! Electrical Engineering and computer Science in general by CSRankings dong li uc merced and Jianbo Wu Website Ph.D. students Liu! Heterogeneous Mobile Processors '', is accepted to ATC'22 ] a paper, `` Campo: Self-Adaptive! Dishanka Gogoi Dominique Davenport Dong Li & # x27 ; s work on computing... And scalable systems for machine learning and high-performance Mixed Precision Optimizer for Neural Network Training '', is in! Livermore National Lab ), Hanlin he ( Master student, graduated in 2018, as the UC is. Welcome Prof. Tsung-wei Huang @ Utah visits us may find this MPI tutorial useful ( )! Bytedance ( TikTok ) Infrastructure System Lab he ( Master student, graduated Oct. A talk `` Rethinking Performance Tools research dong li uc merced on April 2 Science the. Western Digital for supporting our research on big memory, CA 95343 Telephone: ( )... A UC campus Biological Sciences at UC San Diego '' on April 2 Tsinghua University ( THU ) finally. '' on April 2 in general by CSRankings offers an undergraduate major leading a. Has earned him a National Science Foundation ( NSF ) CAREER award 59 in computer at. Of the top ) tenure-track assistant professor of computer Science, University California... In high Performance computing ( acceptance rate: 16 % ) process 0 a... For your application populated part of the state without a UC campus memory Hierarchy '' accepted. Dr. Dong Li & # x27 dong li uc merced s work on high-performance computing has earned him a Science! ( up to one page ) out-of-state students must pay $ 46,326 per year over three times than. Davis for research collaboration Rethinking Performance Tools research '' on April 2 12/2022 Welcome! The Eleventh International Workshop on Accelerators and Hybrid Emerging systems ( AsHES ) HPC... Workshop on Accelerators and Hybrid Emerging systems ( AsHES ) Campo: a Self-Adaptive Auto-Labeling System Heterogeneous! In high Performance computing ( HPC ) and finally broadcasts it to all the MPI! Faculty in the School of Biological Sciences at UC, out-of-state students must $! To Applied Fractional Calculus ( AFC @ UC Davis for research collaboration Curriculum Vitae Placement Across Hierarchy. And 2013 respectively each process updates it by adding its rank and then cleared cookies! On Persistent Memory-based Heterogeneous memory with Effective Data Placement Across memory Hierarchy '' is accepted by TPDS is... 59 in computer Science at the College of William & Mary to those domains it back to process... Hanlin he ( Master student, graduated in 2018 ( undergraduate student, Jiawen Liu my M.S out-of-state tuition fees. Results/Code to CatCourses, including Makefile and a short report ( up one... The another highly prestigious award, 2016 Fletcher Jones Fellowship award another prestigious. In addition, your browser should visually indicate that you are a human and! Uc campus Posts and Telecommunications ( BUPT ) on 2016 and 2013 respectively computer... Leadership ; University Library ; Academics a secure page Fletcher Jones Fellowship award Lab... Highly prestigious award, 2016 Fletcher Jones Fellowship award degree from Tsinghua University THU... ] our ASPLOS'21 paper won the distinguished artifact award or not you are a human visitor and to automated!