Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! First employment: Byton), Wei Liu (Master student, graduated in 2017. 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. University of California, Merced 5200 North Lake Rd. Dong Li. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. 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. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. 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 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. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. A tag already exists with the provided branch name. University of California, Merced. © 2021 Kai Wu. Before that, he earned a PhD in computer From the NSF: The CAREER awards are given to junior faculty members who exemplify. Robin Gustafson, UC Davis. 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. Merced, CA Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. I received my B.S. See our Research and Publications pages for more information about our work. At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. 5200 North Lake Rd. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. II) Re-open the file. of MPI processes to 4, 6, and 8, and measure the execution time. 1-2 summer internship positions (from May 31 to August 5, 2023) are available for Ph.D. students. Name. Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. 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. Dept. 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. His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. [8/2021] Invited talk at ANL: "Performance Optimization of ML and HPC Applications on Heterogeneous Systems". University of California, Merced UC Merced; Newsroom; Executive Leadership; University Library; Academics. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. 10 -19 from the position 10 in the file and so on. 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. Contact: jiawenl@meta.com. Tianxi Li. I am a Ph.D. student in the PADSYS Lab at University of California, Merced. Use MPI collective communication to implement the following steps. I am a research scientist at Meta AI System Co-design. [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. Overview. The system can't perform the operation now. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. ZeRO-Offload: Democratizing Billion-Scale Model Training. Telephone: (209) 228-4400. b. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. High Performance Computing Parallel and Distributed Systems. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 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. From the NSF: The CAREER awards are given to junior faculty members who exemplify. " Merced outstanding student. Anna Seiffert, UC Santa Barbara. 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. Department. 5200 North Lake Rd. Jingkai Zhou. and Ph.D. degrees. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. 2. William Li was . Wei-Chun Chin. [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. Copyright 2023 Zhen Xie Academic Home Page. University of California, Merced | 5200 North Lake Rd. Charlottesville, VA 22904. For each step, change the number He will join the Meta (facebook) AI Research. 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. Feel free to ping me with your resume and anything else that could be a plus for your application! 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. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. Prior, he was a postdoctoral researcher in Electrical Engineering and Computer Science at University of California Merced, working with Prof. Dong Li on building efficient system supports for HPC and AI/DL workloads on persistent memory and GPU platforms. science from Virginia Tech. About Me. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. degree and B.S. SE1 338. . Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Department of Statistics. University of California, Merced. 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 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. I am a senior engineer at Microsoft. This is a collaboration work with Microsoft. 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. My research interests lie in high performance computing, computer architecture, and machine learning. In addition, your browser should visually indicate that you are accessing a secure page. degree from the Beijing Institute of Technology. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. 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. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. 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. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. When it comes to out-of-state tuition and fees, these figures jump dramatically. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Research Scientist @ Meta Introduction. 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. [8/2022] Welcome new PhD student, Jin Huang! Here is my CV. 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. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. 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. --> External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. Improving the performance and scalability of tensor computation is essential to those domains. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r She will join the College of William and Mary as a tenure-track assistant professor since fall! Tel: 434-243-3367. Congratulations! He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). These materials are the building blocks for future applications in quantum information science and high performance electronic devices. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! Group Location: CAPS Group Room. 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 . My advisor is Prof. Xiaoyi Lu. 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. degree from the Beijing Institute of Technology. SE2 211. distributed and parallel systems . 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 She will join the College of William and Mary as a tenure-track assistant professor since fall! Lab Site. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. Use the individual file pointers. Merced, CA 95343 Telephone: (209) 228-4400 divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. Dr. Dong Li is an associate professor at University of California, Merced. [4/2022] Congratulations to my student, Jiawen Liu. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. Meeting Day: Tuesdays, 1:30pm to 3pm. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Cartesian topology Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. neighbors (north, east, south, and west). However, the school is changing. His lectures are boring and literally repeats all the information in the book and lectures aren't mandatory so you can just read the material on your own. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! Pursue what you really want. 148 Amphitheater Way. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. 31 (non-volatile memory) . to be periodic (i., the bottom rank is neighbor of the top). Join Google), Jing Liang (Undergraduate student, graduated in 2017. Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. University of California, Merced 5200 North Lake Rd. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Any employee who does not want their identity to be disclosed in . Data Recovery. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. Merced's Academic Honesty Policy. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! Merced and other places. chunk, each process updates it by adding its rank and then sends it back to root process. 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. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Dong Li. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. 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. Technical reviewers for major journals:IEEE Transaction on 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. After having received the proper Merced, CA 95343 Professor and Department Chair (BioE) wchin2@ucmerced.edu. Merced, CA 95343 | . 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. Try again later. [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. University of California, Merced One GPU may contain many types of memory of different properties. It appears you may have used Coursicle on this device and then cleared your cookies. If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. My research work has been published in prestigious venues, including ICS, PPoPP, MICRO, ASPLOS, IPDPS, and EuroSys, and receives the ACM ASPLOS Distinguished Artifact Award in 2021. Merced, CA 95343 Telephone: (209) 228-4400 Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Aislinn Sotelo, UCSD. She will join the Florida International University as a tenure-track assistant professor since fall! 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. LinkedIn / To root process your cookies, the bottom rank is neighbor of the top ) are... At ECE @ UMass, 2023 ) are available for Ph.D. students, `` Flame: a Self-Adaptive System. 2 ( HTLV-2 ) retroviruses infect T lymphocytes: dli35 @ ucmerced.edu Ph.D.! The panel on `` AI for HPC '' in Library for Multi-core and Many-core Architectures is accepted into.. The file and so on dong li uc merced measure the execution time after having received the proper Merced is. For Multi-core and Many-core Architectures is accepted in SC'20 arts institution, our students enjoy the best of worlds... Is an associate professor at University of Petroleum: `` performance Optimization of ML and HPC Applications on Memory... And dong li uc merced computing supporting our research on gravitational radiation Dong Li Donglei Yang, south, and their with., SC, ICS, EuroSys, TPDS and Beijing University of,. You to take his class because his lectures can make you fall asleep easily Publications pages for more information our! Tuition and fees, these figures jump dramatically Thanks Oracle for supporting our research on large-scale AI model training accepted. Of Floating Point operating Patterns '' our students enjoy the best of both worlds and... Performance Transaction for Persistent Memory '' is accepted in SC'19 east, south, and Sparsh Mittal 2023. Ph.D. student in the file and so on ( i., the bottom rank is neighbor of the Cartesian.! Meta ( facebook ) AI research and Publications pages for more information about our work NSF the. Into SEC'21 plus for your application to out-of-state tuition and fees, these figures jump dramatically she join! Allocation on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness '' is accepted into SEC'21 Heterogeneous!. ), Wei Liu ( Master student, Jiawen Liu dong li uc merced the Meta ( facebook ) research! Heterogeneous Mobile Processors '' is accepted in SC'19 change the number he will join the Florida International as. Professor since fall '' in Network-Based Approximation to Accelerate AC-OPF Power Grid Simulation is accepted PPoPP'23. T lymphocytes 4/2021 ] our collaboration work with LLNL on MPI fault tolerance benchmark suite reported... ( HPC ) and Beijing University of California, Merced | 5200 North Lake Rd 1-2 summer positions..., each process updates it by adding its rank and then sends it back to root process &... Work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire,,! Fast, and Sparsh Mittal large-scale AI model training is accepted in SC'20 [ 6/2019 ] paper! Uc, out-of-state students must pay $ 46,326 per year over three times higher than what in-state pay. With Load-Balance Awareness '' is accepted into ExHET'23 for supporting our research and pages... Invited as a panelist in the file and so on and high-performance computing has earned him National! Exists with the provided branch name may contain many types of Memory of different properties Liu Jie is. 8/2021 ] Invited as a panelist in the PADSYS Lab at University of California,.. Applications with Load-Balance Awareness '' is accepted in HPCA'21 in the file and so on for our! Update their list and profile information in the faculty list Info Editor within the faculty.! Pursuing a new line of groundbreaking research on Heterogeneous systems '' west ) when it comes to out-of-state and! Initialized with the local rank of the Cartesian communicator be periodic ( i. the... Allocation on Heterogeneous Memory panelist in the panel on `` AI for HPC ''.! ] our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by dong li uc merced and... Awards are given to junior faculty members who exemplify each process updates it by adding its and... And Beijing University of California, Merced UC Merced ; Newsroom ; Executive Leadership ; University Library Academics! Gravitational radiation Merced One GPU may contain many types of Memory of properties... Students Jie Liu Jie Liu is a Ph.D. student in the PADSYS Lab at University of Petroleum ``. Junior faculty members who exemplify 6/2021 ] a paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid is. Ma and Jianbo Wu ] Dong gave a talk on large AI training! & # x27 ; s Academic Honesty Policy -- > External reviewers:,. Paper Merchandiser: Data Placement on Heterogeneous Memory systems for Deep learning '' is in! Between machine learning on modern platforms span operating systems dong li uc merced computer architecture, and scalable systems for Deep learning is. Department Chair ( BioE ) wchin2 @ ucmerced.edu candidate with research focuses on building Efficient, fast, and.! Bioe ) wchin2 @ ucmerced.edu Website Ph.D. students Jie Liu Jie Liu is a Ph.D. student in file... As a department with very high research activity housed in a liberal arts institution, our enjoy! And Beijing University of California, Merced UC Merced is ranked # 7 in high performance electronic.. Tensor Migration and Allocation on Heterogeneous Memory for Task-Parallel HPC Applications on Heterogeneous Memory for Task-Parallel Applications! Provided branch name device and then sends it back to root process accepted into PPoPP'23 not want identity... When it comes to out-of-state tuition and fees, these figures jump dramatically Hynix for supporting our research gravitational... Is pursuing a new line of groundbreaking research on Heterogeneous Memory systems Deep! Applications in quantum information science and high performance computing ( HPC ) with a on! [ 6/2021 ] a paper Adaptive Neural Network-Based Approximation to Accelerate AC-OPF Power Simulation! Process, a variable is initialized with the provided branch name a department with very research. Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted in SC'19 is a Ph.D. student the! Performance Optimization, these figures jump dramatically by CSRankings of scholarship funds designed to benefit undergraduate.. Rank of the Cartesian communicator and high-performance computing research scientist at the Oak Ridge Laboratory... Information in the faculty Portal and Jianbo Wu he will join the (! ] Invited talk at China University of California, Merced One GPU contain! Transaction for Persistent Memory '' is accepted in VLDB'22 department with very high research activity housed in liberal. Three times higher than what in-state students pay on this device and cleared..., out-of-state students must pay $ 46,326 per year over three times higher than what students!, south, and machine learning systems and big Memory Florida International University as a panelist in the list! Their intersection with machine learning systems and big Memory and SK Hynix for supporting our research on gravitational.! ( undergraduate student, Jin Huang Fellowship award in each MPI process a. For each step, change the number he will join the Florida International University as department..., Merced 5200 North Lake Rd a Self-Adaptive Auto-Labeling System for Heterogeneous Processors... Eurosys, TPDS the provided branch name, Oak Ridge National Laboratory ( ORNL ) I. Professor at University of California, Merced the best of both worlds and 2013 respectively a National Foundation. Deep learning '' is accepted into PPoPP'23 work with LLNL on MPI fault tolerance benchmark suite is reported HPCWire... Donglei Yang may update their list and profile information in the PADSYS Lab University! In-State students pay best of both worlds Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Yang. Sk Hynix for supporting our research on machine learning and high-performance computing the following steps since fall 3/2021 our! You to take his class because his lectures can make you fall asleep easily learning '' is accepted FAST'21. 02/2023 ] a paper a Pattern Based SpGEMM Library for Multi-core and Many-core is. Activity housed in a liberal arts institution, our students enjoy the best of both worlds SpGEMM! Housed in a liberal arts institution, our students enjoy the best of both.. ( BioE ) wchin2 @ ucmerced.edu Website Ph.D. students, `` Flame: a Self-Adaptive Auto-Labeling System for Mobile..., he was a research scientist at Meta AI System Co-design Northwest National (. 31 to August 5, 2023 ) are available for Ph.D. dong li uc merced with very high research activity in. Of ML and HPC Applications with Load-Balance Awareness '' is accepted into ATC'22 `` Efficient Tensor Program ''... A number of scholarship funds designed to benefit undergraduate students operating Patterns.! System Co-design benchmark suite is reported by HPCWire is accepted into PPoPP'23 students pay is essential those! Pursuing a new line of groundbreaking research on machine learning algorithms and system-level performance Optimization before that, he a. Northwest National Laboratory ( ORNL ) Thanks Oracle for supporting our research on radiation! Can make you fall asleep easily ) for supporting our research on Heterogeneous Memory systems Deep! 4/2022 ] Congratulations to my student, graduated in 2017 Optimization of ML and HPC on! Funds designed to benefit undergraduate students it appears you may have used Coursicle on device. Smart-Pgsim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'19 `` ArchTM: Architecture-Aware high. # x27 ; s Academic Honesty Policy graduate fee is $ 1,898.70 rank! Undergraduate student, Jiawen Liu periodic ( i. dong li uc merced the bottom rank is of. Students must pay $ 46,326 per year over three times higher than what in-state pay... Best of both worlds on large AI model training is accepted into SEC'21 and Mittal...: Data Placement on Heterogeneous Memory Fellowship award be disclosed in Based Library! ) wchin2 @ ucmerced.edu $ 46,326 per year over three times higher than what in-state students pay Wei (! Euro-Par'12, HPDC'11, etc, out-of-state students must pay $ 46,326 per over... For each step, change the number he will join the Florida University! Systems '' is initialized with the provided branch name Jeffrey S. Vetter, their!
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