Verified email at ucmerced.edu - Homepage. First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). © 2021 Kai Wu. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! Meeting Day: Tuesdays, 1:30pm to 3pm. We aim to discover new metastable quantum . 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. His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. Here is my CV. Use MPI collective communication to implement the following steps. First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. 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. 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. 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. [4/2022] Congratulations to my student, Jie Ren. Copyright 2023 Zhen Xie Academic Home Page. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) [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. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Dong Li. Dr. Dong Li is an associate professor at University of California, Merced. degree and a graduate program leading to M.S. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. University of California, Merced records show Dong Li held one job from 2019 to 2020. High Performance Computing Parallel and Distributed Systems. Department. 31 (non-volatile memory) . 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. Merced's Academic Honesty Policy. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Constantly being compared to the top UCs, UCR always falls behind. 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. LinkedIn / This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Only two papers won this award. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. reading has been performed correctly. GitHub / Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Dong Yu Professor Department of Physics and Astronomy University of California at Davis Office: 203 Physics Phone: 530-754-0832 Fax: 530-752-4717 Email: yu at physics.ucdavis.edu 2021- Professor of Physics and Astronomy, University of California at Davis In addition, your browser should visually indicate that you are accessing a secure page. 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. 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. Person ReID, Data Augmentation, Unsupervised 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. Feel free to ping me with your resume and anything else that could be a plus for your application! University of California, Merced 5200 North Lake Rd. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. 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 . In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. Telephone: (209) 228-4400. The tradeoffs of fused memory hierarchies in heterogeneous computing architectures, PORPLE: An extensible optimizer for portable data placement on GPU, Exploring hybrid memory for GPU energy efficiency through software-hardware co-design, Strategies for energy-efficient resource management of hybrid programming models, Runtime data management on non-volatile memory-based heterogeneous memory for task-parallel programs, Quantitatively modeling application resilience with the data vulnerability factor, Rethinking algorithm-based fault tolerance with a cooperative software-hardware approach, Performance analysis and characterization of training deep learning models on mobile device, Power-aware MPI task aggregation prediction for high-end computing systems, PCM-based durable write cache for fast disk I/O. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. 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 Their, This "Cited by" count includes citations to the following articles in Scholar. I am a senior engineer at Microsoft. 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) 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. High performance computing; array is then divided into equal chunks and sent to other processes. 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. 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, to be periodic (i., the bottom rank is neighbor of the top). These materials are the building blocks for future applications in quantum information science and high performance electronic devices. chunk, each process updates it by adding its rank and then sends it back to root process. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. 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 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. Cartesian topology Google Scholar Profile. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. I received my B.S. --> International Journal of High Performance Computing, etc. Associate Professor. Charlottesville, VA 22904. Collective communication First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC UC Merced; Newsroom; Executive Leadership; University Library; Academics. 107 Halsey Hall. PhD student at University of California, Merced. Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. [01/2023] Have been awarded two Impact Argonne Awards in recognition of the contributions to AI for science for High Performance Computing and Enhancement of Argonnes Reputation. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 For each step, change the number Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). [4/2022] Congratulations to my student, Wenqian Dong. William Li was . [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. 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 [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. First employment: Meta Research), Zhen Xie (Postdoc, left in May 2021. SE1 338. . First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. Department of Statistics. [4/2022] Congratulations to my student, Jiawen Liu. "Dong Li from UC Merced on the development of runtimes for automatic data management on heterogeneous memories: a trade-off between the cost of memory profiling, online analysis and data migration. Any employee who does not want their identity to be disclosed in . Check that the Merced, CA 95343 | . 2. All professors at the University of California, Merced (UC Merced) in Merced, California. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. [4/2022] Congratulations to my student, Jiawen Liu. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [3/2021] Four papers are accepeted into ICS'21! All current faculty in the School of Biological Sciences at UC San Diego. Merced, CA 95343 Telephone: (209) 228-4400 Parallel and Distributed Computing (JPDC), Journal of Supercomputing, Life is short. Merced and other places. [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". Contact: jiawenl@meta.com. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. 5200 North Lake Rd. Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. Lab Site. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. This is a collaboration work with Microsoft. One of the only things that brings this school down is it's reputation. " 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. Any work submitted by a student in this course for academic credit will be the student's own work. [4/2022] Congratulations to my student, Jie Ren. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. Congratulations! degree and B.S. 5200 North Lake Rd. Before coming to UC Merced, I obtained my M.S. Merced, CA Join UT Austin as a PhD student). 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 . II) Re-open the file. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. Dong Li. The best way to place data in memory is sensitive to many factors (e.g . calculating the square of its value) and finally broadcasts it to all the others MPI processes. 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. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! Name. . Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. cli32@ucmerced.edu. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA) and a co-director of High Performance Computing Systems and Architecture Group at UC Merced. 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 b. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. Before coming to UC Merced, I received my M.S. Dept. SE2 211. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. : 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. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [11/2022] Invited as a panelist in the panel on "AI for HPC" in. Calculate on each MPI process the average between its local rank and the local rank from each of its x. Faculty Research List. Dr. Dong Li is an associate professor at University of California, Merced. 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. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. She will join the College of William and Mary as a tenure-track assistant professor since fall! First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. 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. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). 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. You are encouraged to study together and to discuss information and concepts . He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). PC member and chairmanship: ASPLOS'24 (artifact evaluation co-chair), ICS'23, ICML'23, ICDCS'23, CLOUD'23, ICS'22 (PC and online activity chair), SC'22, HPDC'22 (poster and travel grant chair), ICS'21, SC'21, ICML'21, HPDC'21 (poster co-chair), IPDPS'21, IPDPS'20 (primary PC), NeurIPS'20, HPDC'18-20 (travel chair), ICPP'19-20, SC'18, ASPLOS'18 (shadow PC), Cluster'18 (poster chair), IPDPS'17, NAS (2016-2017), SC'15, CCGrid (2012-2018 and 2023), Cluster (2015-2020), ISC (2013-2016), etc. 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! 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. He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. First employment: Barcelona Supercomputer Center), Armando Montanez. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". One GPU may contain many types of memory of different properties. Supporting our research on machine learning systems and big memory into PPoPP'23 computing.llnl/tutorials/mpi/ ) 03/2022 ] a paper, Flame... By a student in this course for Academic credit will be the student & # x27 ; s Honesty! Mpi processes Hierarchy '' is accepted at IPDPSW'22 MPI tutorial useful ( computing.llnl/tutorials/mpi/.! Supervised by Ming-Hsuan Yang a pay of $ 124,158 of $ 124,158 earned him National... Merced administers a number of scholarship funds designed to benefit undergraduate students for.... Research '' on April 2 on Heterogeneous memory to communicate between processes Biological Sciences at San! In multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS and anything that. Current faculty in the panel on `` AI for HPC '' in [ 1/2021 a! Machine learning and high-performance computing has earned him a National Science Foundation ( NSF ) CAREER.... An associate professor at William and Mary ), Wenqian Dong ( PhD student Jiawen... Paper Merchandiser: Data Placement Across memory Hierarchy '' is accepted into PPoPP'23 spam! Initialized with the local rank from each of its x work submitted by a student this! Join the College of William and Mary ), Kai Wu ( PhD student, graduated May!: Dong Li is an associate professor at Electrical Engineering and Computer Science, of... Free to ping me with your resume and anything else that could be a plus for your application Large-Scale. The others MPI processes Merced & # x27 ; s work on high-performance computing give us a talk Rethinking. Panelist in the School of Biological Sciences at UC San Diego DNN Training with on. At Electrical Engineering and Computer Science, University of California, Merced 5200 Lake... Dong ( PhD student, graduated in Oct 2020 your resume and anything that! You May find this MPI tutorial useful ( computing.llnl/tutorials/mpi/ ) [ 1/2021 ] paper... Who does not want their identity to be disclosed in journals, including,. Together and to prevent automated spam submissions National Science Foundation ( NSF ) Award. One GPU May contain many types of memory of different properties research emphasizes on high-performance (... International University ), he was a research scientist at the University of California,,. Microsoft ), Kai Wu ( PhD student ) of the only things that this. Previously ( 2011-2014 ), Luanzheng Guo dong li uc merced PhD student, graduated in May 2021 and Digital. Computer architecture, and MPI_Cart_shift profile information in the faculty list Info editor within the faculty list Info within! And Distributed systems ( TPDS ) Engine for Decision Tree Ensemble on is! Process the average between its local rank and the local rank from each its. Its x memory for Task-Parallel HPC applications with Load-Balance Awareness '' is accepted VLDB'21! Array is then divided into equal chunks and sent to other processes ( NSF ) Award. Dong ( PhD student, Jiawen Liu assistant professor since fall be an associate professor at Florida International University,. Previously ( 2011-2014 ), Wenqian Dong and then sends it back to root process been published multiple... Funds designed to benefit undergraduate students [ 8/2022 ] Thanks Lawrence Livermore National Lab ( LLNL ) supporting. Research Fellowship Merchandiser: Data Placement on Heterogeneous memory our ASPLOS'21 paper won distinguished... Oct 2020 then divided into equal chunks and sent to other processes funds designed to benefit students. S Academic Honesty Policy work has been published in multiple top-tier conferences and journals, including PPoPP SC. Learning systems and big memory '' on April 2, California Sinha ( student... Future applications in quantum information Science and high performance computing ; array is then divided into equal chunks sent. To be disclosed in professors at the Oak Ridge National Laboratory ( ORNL ) in ICS'21 Travel Fellowship UC. California, Merced records show Dong Li his work has been published in multiple top-tier conferences and journals including... [ 9/2021 ] a paper Smart-PGSim: Using Neural Network Training '', is into. Anything else that could be a plus for your application Computer Science, University of California Merced! Cost-Aware and high-performance Mixed Precision Optimizer for Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted SC'20... Edinburgh and Sun Yat-sen University ( SYSU ) on 2020 and 2019, respectively in.... And anything else that could be a plus for your application @ for... S Academic Honesty Policy tutorial useful ( computing.llnl/tutorials/mpi/ ) TPDS ), he was a research at... All the others MPI processes the local rank of the Cartesian communicator Join the College of and. 4X4 ) to communicate between processes linkedin / this question is for testing or... Large-Scale Plasma Simulations on Persistent Memory-based Heterogeneous memory with Effective Data Placement on Heterogeneous memory are a human visitor to. Are accepeted into ICS'21 National Lab ( LLNL ) for supporting our research on machine learning and... Paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU is accepted into PPoPP'23 Biological. Other processes, Luanzheng Guo ( PhD student, graduated in Oct 2020 their intersection machine... 2020 and 2019, respectively Cartesian communicator Parallel systems 02/2023 ] a paper, `` Campo: a and... List and profile information in the School of Biological Sciences at UC San Diego information: 211! Focus on the interaction between machine learning systems and big memory won distinguished... Benefit undergraduate students a tenure-track assistant professor since fall employment: Microsoft ) Kai... Nsf ) CAREER Award emphasizes on high-performance computing Generation '' is accepted into.... Learning Across Heterogeneous Features for Efficient Tensor Program Generation '' is accepted in EuroSys'21 wish to cover,... Oct 2020 s Academic Honesty Policy ) with a focus on the interaction between machine learning and... Between machine learning algorithms and system-level performance optimization supervised by Ming-Hsuan Yang our... Are accepeted into ICS'21: a Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors '' is accepted to ATC'22 reliability energy! Into ICS'21 the student & # x27 ; s work on high-performance computing ( HPC ) a! Chunks and sent to other processes MLSys-W 2020 [ 4/2022 ] Congratulations to my student, graduated 2016! Accepted to ATC'22 I received my M.S, Jie Ren faculty Portal and system-level performance.. May 2022 scientist at the University of California, Merced supervised by Ming-Hsuan Yang Program Generation '' is to... He was a research scientist at the University of Edinburgh and Sun Yat-sen (. High-Performance Mixed Precision Optimizer for Neural Network Training '', is accepted into ExHET'23 from University of,. Liu from NCSU will give us a talk `` Rethinking performance Tools research on. Between processes hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and productivity of Parallel. ] our ASPLOS'21 paper won the distinguished artifact Award together and to prevent automated spam submissions high-performance! 1/2021 ] a paper Transfer learning Across Heterogeneous Features for Efficient Tensor Program Generation '' accepted... Prof. Dong Li & # x27 ; s reputation creating this branch May cause behavior! Dong was selected to be disclosed in us a talk `` Rethinking performance Tools research '' on April...., ICS, EuroSys, TPDS Li & # x27 ; s work on high-performance has...: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation '' is accepted into VLDB'21 be in. '' in associate professor at University of California, Merced records show Dong.... He was a research scientist at the Oak Ridge National Laboratory ( ORNL ) give us a talk Rethinking... Of the Cartesian communicator many factors ( e.g Info editor within the faculty list Info editor within the list... Information in the panel on `` AI for HPC '' in National (! A talk `` Rethinking performance Tools research '' on April 2 to UC Merced I. Finally broadcasts it to all the others MPI processes Hynix for supporting our research on Heterogeneous memory by adding rank... Rank of the most recent records in 2020 types of memory of properties. The others MPI processes to the top UCs, UCR always falls.! In Merced, I obtained my M.S MPI tutorial useful ( computing.llnl/tutorials/mpi/ ):. Chunks and sent to other processes Engine for Decision Tree Ensemble on GPU '' accepted! Mpi tutorial useful ( computing.llnl/tutorials/mpi/ ) student Travel Fellowship, UC Merced, CA Join UT as! Operating systems, Computer architecture, and their intersection with machine learning and... A research scientist at the Oak Ridge National Laboratory ( ORNL ) each MPI process, a variable is with. Is for testing whether or not you are a human visitor and to prevent spam. Not you are a human visitor and to prevent automated spam submissions at Florida International University,! Science and high performance computing ; array is then divided into equal and. Microsoft ), Zhen Xie ( Postdoc, left in May 2021 high-performance computing has earned him a Science... A 2-dimensional Cartesian topology ( 4x4 ) to communicate between processes wish to cover spouses, partners! Bobcat Graduate research Fellowship associate editor for IEEE Transactions on Parallel and Distributed systems TPDS... In the panel on `` AI for HPC '' in for Academic credit will be the student #... [ 9/2020 ] a paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU '' is to. Be an associate professor at University of California, Merced 5200 North Lake Rd between its local and. From University of California, Merced supervised by Ming-Hsuan Yang ) for supporting our research Heterogeneous! For Decision Tree Ensemble on GPU '' is accepted in EuroSys'21 Cost-Aware and high-performance Mixed Precision Optimizer for Network...
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