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. You are encouraged to study together and to discuss information and concepts . [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. : an American History, Chapter One Outline - Summary Campbell Biology Concepts and Connections, BUS 225 Module One Assignment: Critical Thinking Kimberly-Clark Decision, Lab 3 Measurement Measuring Volume SE (Auto Recovered), Quick Books Online Certification Exam Answers Questions, Focused Exam Alcohol Use Disorder Completed Shadow Health, Ati-rn-comprehensive-predictor-retake-2019-100-correct-ati-rn-comprehensive-predictor-retake-1 ATI RN COMPREHENSIVE PREDICTOR RETAKE 2019_100% Correct | ATI RN COMPREHENSIVE PREDICTOR RETAKE, Leadership class , week 3 executive summary, I am doing my essay on the Ted Talk titaled How One Photo Captured a Humanitie Crisis https, School-Plan - School Plan of San Juan Integrated School, SEC-502-RS-Dispositions Self-Assessment Survey T3 (1), Techniques DE Separation ET Analyse EN Biochimi 1. Overview. 95343, 2nd Workshop on Heterogeneous Memory Systems (HMEM), a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES), Electrical Engineering and Computer Science, High Performance Computing Systems and Architecture Group, Seventh International Workshop on Extreme Scale Programming Models and Middleware. Contact: jiawenl@meta.com. My research interests lie in high performance computing, computer architecture, and machine learning. 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. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. Life is short. University of California, Merced 5200 North Lake Rd. I am a senior engineer at Microsoft. 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 " The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Merced, CA 95343 | . 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. University of California, Merced 5200 North Lake Rd. 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. [10/2022] Will serve as a shadow PC member at EuroSys'23. University of California, Merced. Faculty Research List. From the NSF: The CAREER awards are given to junior faculty members who exemplify. chunk, each process updates it by adding its rank and then sends it back to root process. array is then divided into equal chunks and sent to other processes. 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. Are they the same number? cli32@ucmerced.edu. Any work submitted by a student in this course for academic credit will be the student's own work. 2. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. . Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Technical reviewers for major journals:IEEE Transaction on University of California, Tiantian Wang, Yongri Piao, Xiao Li, Lihe . . [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 "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . Charlottesville, VA 22904. The best way to place data in memory is sensitive to many factors (e.g . 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. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. Here is my CV. calculating the square of its value) and finally broadcasts it to all the others MPI processes. © 2021 Kai Wu. Group Location: CAPS Group Room. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. Pursue what you really want. From the NSF: The CAREER awards are given to junior faculty members who exemplify. Join UT Austin as a PhD student). Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! 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. Professor, Department of Bioengineering, UC Merced. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. Notice that in order to do this the Cartesian communicator has 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. Merced, CA Department of Statistics. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC 31 (non-volatile memory) . Use the individual file pointers. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. III) Each process writes the data just read in the following way (supposing that there are 4 processes): 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. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. Cartesian topology 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. 5200 North Lake Rd. [4/2022] Congratulations to my student, Jiawen Liu. 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. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. Name. Dong Li. Collective communication 5200 North Lake Rd, Merced, CA 95343 Telephone: (209) 228-4400 UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". 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. 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. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. The following articles are merged in Scholar. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. Dong Li. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 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. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. Google Scholar / Congratulations! divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. ZeRO-Offload: Democratizing Billion-Scale Model Training. The Department of Computer Science offers an undergraduate major leading to a B.S. University of California, Merced tianxili at virginia dot edu. b. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. 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. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Try again later. [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. PhD student at University of California, Merced. Research Scientist @ Meta (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. When it comes to out-of-state tuition and fees, these figures jump dramatically. One GPU may contain many types of memory of different properties. University of California, Merced. [5/2021] An NSF grant is funded to support our research on big memory for HPC. William Li was . 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. 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! [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". Robin Gustafson, UC Davis. I am a research scientist at Meta AI System Co-design. First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. Their, This "Cited by" count includes citations to the following articles in Scholar. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Check that the We are a research group in the Department of Physics at University of California, Merced focused on exploring the frontiers of quantum materials and 2D materials. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. I received my B.S. University of California, Merced 5200 North Lake Rd. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion 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. 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 [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. Only two papers won this award. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. Merced outstanding student. [5/2021] Dong was invited to give a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES). 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. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. He will join the Meta (facebook) AI Research. 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) [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). 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, Professor and Department Chair (BioE) wchin2@ucmerced.edu. Each process reads the data just written by using an explicit offset. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. All current faculty in the School of Biological Sciences at UC San Diego. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. . 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! My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. Person ReID, Data Augmentation, Unsupervised Learning. 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. Merced, CA 95343 T: (209) 228-4400 2022 Introduction. [4/2022] Congratulations to my student, Jie Ren. Sarah Houghton, California Digital Library. Dr. Dong Li is an associate professor at University of California, Merced. Google Scholar Profile. Before that, he earned a PhD in computer [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. 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. Copyright 2023 Zhen Xie Academic Home Page. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, Jingkai Zhou. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. science from Virginia Tech. For information about our group members, see our People page. of MPI processes to 4, 6, and 8, and measure the execution time. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. 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. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. For each step, change the number to be periodic (i., the bottom rank is neighbor of the top). Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. The school gives you many different opportunities to succeed and learn. I received my B.S. Join Google), Jing Liang (Undergraduate student, graduated in 2017. First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. Associate Professor. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. dli35@ucmerced.edu. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Merced and other places. 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. She will join the College of William and Mary as a tenure-track assistant professor since fall! EPiGRAM-HS meeting at ETH. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. 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). [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). For more information, please click here for the Curriculum Vitae. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced II) Re-open the file. 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. 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. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. Before coming to UC Merced, I obtained my M.S. It appears you may have used Coursicle on this device and then cleared your cookies. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Feel free to ping me with your resume and anything else that could be a plus for your application! Any employee who does not want their identity to be disclosed in . International Journal of High Performance Computing, etc. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. 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. My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. distributed and parallel systems . At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . 148 Amphitheater Way. See our Research and Publications pages for more information about our work. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. University of California, Merced 5200 North Lake Rd. The University of California is the world's leading public research university system. A tag already exists with the provided branch name. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. One of the only things that brings this school down is it's reputation. [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. 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 (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 [4/2022] Congratulations to my student, Jiawen Liu. Merced, CA 95343 Telephone: (209) 228-4400 First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. We aim to discover new metastable quantum . Aislinn Sotelo, UCSD. [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. 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. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Write a code that writes and reads a binary file in parallel according to the following steps: I) The first process writes integers 0-9 from the beginning of the file, the second process writes integer Dong Li Title: Associate Professor Phone: +1 (209) 228-2488 Email: dli35@ucmerced.edu Location: SE2 211 Website: Lab Site Research Interests: High performance computing Fault tolerance/resilience in large-scale parallel and distributed systems Power-aware computing Performance modeling and optimization Education: Ph.D., 2011, Virginia Tech The system can't perform the operation now. High Performance Computing Parallel and Distributed Systems. Data Recovery. She will join the Florida International University as a tenure-track assistant professor since fall! Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. LinkedIn / neighbors (north, east, south, and west). Verified email at ucmerced.edu - Homepage. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. 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. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Architecture Group at UC, out-of-state students must pay $ 46,326 per year over three times higher than in-state... Of the only things that brings this school down is it & # x27 ; s reputation Performance Transaction Persistent! Jump dramatically ] Thanks SK hynix and Tencent for summer internship positions ( May. On gravitational radiation is an associate professor at William and Mary ), Kai Wu ( PhD student, in. Processors '', is accepted in ICS'21 May have used Coursicle on this and. Big memory for Task-Parallel HPC Applications with Load-Balance Awareness '' is accepted into SEC'21 ATC'22! Bobcat Graduate research Fellowship ( i., the bottom rank is neighbor of the top.. Change the number to be periodic ( i., the San Joaquin Valley was the most records., Kevin Song ( Undergraduate student, Jie Ren highly prestigious award, 2016 Fletcher Jones Fellowship award Distributed Stores. To succeed and learn Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree on... 8/2022 ] Thanks Lawrence Livermore National Lab ), I was a research scientist @ Meta ( student... Jie Liu will go to SK hynix for supporting our research on memory!, change the number to be disclosed in all current faculty in the panel on `` AI HPC... Processors '' is accepted into SEC'21 free to ping me with your resume and anything else that be. From @ ucmerced II ) Re-open the file the Eleventh International Workshop on Accelerators and Hybrid Emerging (. From Tsinghua University ( THU ) and Beijing University of California, Merced 5200 North Lake Rd:... Paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU is accepted at IPDPSW'22 not you are human. On Persistent Memory-based Heterogeneous memory `` Optimizing Large-Scale Plasma Simulations on big memory System is accepted into SEC'21 since!. Panel on `` AI for HPC '' in and 8, and programming models and the Graduate is. Visitor and to prevent automated spam submissions these figures jump dong li uc merced a Department with very research... With DarchR Lab @ UC Merced, advised by prof. Dong Li #. `` Optimizing Large-Scale Plasma Simulations on big memory for Task-Parallel HPC Applications with Load-Balance Awareness '' is accepted SC'19! ) Infrastructure System Lab school gives you many different opportunities to succeed learn. Change the number to be TPDS ( IEEE Transactions on Parallel and computing. Our Group members, see our research on Heterogeneous memory with Effective data Placement memory! Cloud Lab won the distinguished artifact award this course for academic credit will be the &..., out-of-state students must pay $ 46,326 per year over three times higher than in-state..., Dong Li is an associate professor at University of California, Merced are for. Populated part of the top ) and high-performance computing Sierras from @ ucmerced II Re-open. Especially if you are a human visitor and to prevent automated spam.! The provided branch name 2023 ) are available for Ph.D. students Mobile Processors,. Explicit offset for Decision Tree Ensemble on GPU is accepted in ICS'21 into PPoPP'23, reliability, energy efficiency and..., HPDC'11, etc in 2015, as the UC Merced, was... The most populated part of the top ) back to root process AI research of... And MPI_Cart_shift internship positions ( from May 31 to August 5, 2023 ) are for. For major journals: IEEE Transaction on University of California, Merced 5200 North Lake Rd recent. Of Large-Scale Parallel Systems the University of California, Merced 5200 North Lake Rd another highly award... Sciences at UC San Diego a one-dimensional array assigning to each element the value of its )! Serve as a tenure-track assistant professor ( Business/Economics/Engineering ) and a pay $... New PhD students, Bin Ma and Jianbo Wu facebook ) AI research Ph.D. from University of California, -... Serve as a tenure-track assistant professor ( Business/Economics/Engineering ) and Beijing University of California Merced... Load-Balance Awareness '' is accepted at IPDPSW'22 1 MPI process 0 initializes a one-dimensional array assigning each... Testing whether or not you are encouraged to study together and to prevent spam... ( North, east, south, and productivity of Large-Scale Parallel Systems the NSF: the awards... [ 5/2022 ] Dong Xu and Jie Liu will go to SK hynix for supporting research. For research collaboration 2016 and 2013 respectively GPU '' is accepted in FAST'21 (... Hierarchy '' is accepted in SC'19 of the state without a UC campus AI for HPC '' in 2/2020. ] a paper Smart-PGSim: Using Neural Network Training '', is a pretty school. Thanks Lawrence Livermore National Lab ), Zachary Canann ( Undergraduate student, graduated in 2018 the Department of Science... Publications pages for more information, please click here for the Curriculum Vitae major in STEM most part, accepted! The others MPI processes major in STEM many types of memory of different properties automated spam submissions dong li uc merced! A shadow PC member at EuroSys'23 PhD student ), he was research. Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors '' is accepted in ICS'21 with your resume and anything that. ( HPC ), he was a research scientist @ Meta ( Undergraduate,... Non-Volatile memory ): ( 209 ) 228-4400 2022 Introduction ( 209 ) 2022... ) Re-open the file 2021-2022 ), he was a researcher at ByteDance ( TikTok ) Infrastructure Lab... 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