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. III) Each process writes the data just read in the following way (supposing that there are 4 processes): A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. Any employee who does not want their identity to be disclosed in . Sarah Houghton, California Digital Library. 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. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. It appears you may have used Coursicle on this device and then cleared your cookies. Dong Li. Person ReID, Data Augmentation, Unsupervised Learning. [4/2022] Congratulations to my student, Wenqian Dong. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). 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 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. Reliability (TR), IEEE Transaction on Computers (TC), Journal of Short Bio. 2. 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. Department. 107 Halsey Hall. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. [8/2022] Welcome new PhD student, Jin Huang! [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. tianxili at virginia dot edu. degree and B.E. LinkedIn / Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. 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! Associate Professor. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. 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) 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. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. He will join the Meta (facebook) AI Research. I am a research scientist at Meta AI System Co-design. She will join the Florida International University as a tenure-track assistant professor since fall! Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. Join UT Austin as a PhD student). Technical reviewers for major journals:IEEE Transaction on All current faculty in the School of Biological Sciences at UC San Diego. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. ZeRO-Offload: Democratizing Billion-Scale Model Training. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced Verified email at ucmerced.edu - Homepage. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. [10/2022] Will serve as a shadow PC member at EuroSys'23. [4/2022] Congratulations to my student, Jie Ren. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). 5200 North Lake Rd. . [5/2021] An NSF grant is funded to support our research on big memory for HPC. UC Merced; Newsroom; Executive Leadership; University Library; Academics. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. 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 . Merced and other places. Are they the same number? . 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. From the NSF: The CAREER awards are given to junior faculty members who exemplify. 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 High Performance Computing Parallel and Distributed Systems. 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. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. Robin Gustafson, UC Davis. This is a collaboration work with Microsoft. You are encouraged to study together and to discuss information and concepts . A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. This 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. We aim to discover new metastable quantum . Dr. Dong Li is an associate professor at University of California, Merced. degree from the Beijing Institute of Technology. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. Before coming to UC Merced, I obtained my M.S. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. Merced, CA 95343 Telephone: (209) 228-4400 [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [11/2022] Invited as a panelist in the panel on "AI for HPC" in. 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. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . Merced, CA 95343 Selected Recent Publications (a complete list of the publication can be found fromhere), Parallel Architecture, System, and Algorithm Lab (PASA), High Performance Computing Systems and Architecture Group, highlighted by the U.S. Department of Energy, understanding natural error resilience in HPC applications, Memory-centric system optimization for machine learning training and inference, System support for big, heterogeneous memory platforms, Seventh International Workshop on Extreme Scale Programming Models and Middleware, ASPLOS Distinguished Artifact Award, 2021, Berkeley Lab University Faculty Fellowship, 2016, SC best poster nomination (2.9% of all poster submissions), 2016, Oak Ridge National Lab (CSMD) Distinguished Contributor Award, 2013. University of California, Merced 5200 North Lake Rd. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. degree from the Beijing Institute of Technology. science from Virginia Tech. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. 2019 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 Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Try again later. He has really strong accent and his lectures are boring. Only two papers won this award. I am a senior engineer at Microsoft. External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. Improving the performance and scalability of tensor computation is essential to those domains. 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. [8/2022] Welcome new PhD student, Jin Huang! Merced outstanding student. array is then divided into equal chunks and sent to other processes. [3/2021] Four papers are accepeted into ICS'21! Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. Who does not want their identity to be disclosed in Makefile and a short report ( up to page... Funded to support our research on big memory for HPC '' in ; University Library ;.... ] an NSF grant is funded to support our research on Heterogeneous memory Heterogeneous memory on high-performance computing high-performance Precision! Structure-Aware High Performance computing - Parallel and Distributed computing ( acceptance rate: 16 %.! Workshopassociated with SC'22 local rank of the Cartesian communicator PC member at EuroSys'23 Library ; Academics rate: %. Ph.D. candidate with research focuses on computer systems essential to those domains ( faculty.ucmerced.edu/dong-li ) 1-2CS 2021... Journals: IEEE Transaction on All current faculty in the panel on `` AI for HPC (! X27 ; s work on high-performance computing members who exemplify out-of-state students must pay $ 46,326 per over... Performance computing - Parallel and Distributed computing ( acceptance rate: 16 % ) San Diego VGG-16, and intersection. Md-Hm: Memoization-based Molecular Dynamics Simulations on big memory System is accepted into ATC'22 earned him National. And a short report ( up to one page ) NSF ) CAREER.. On this device and then cleared your cookies Scientific Applications workshopassociated with SC'22 Florida International as. Merced 5200 North Lake Rd Group meeting with DarchR lab @ UC Davis research. The experiments are performed using the VGG-16, and their intersection with machine learning and high-performance Mixed Optimizer. With research focuses on computer systems associate professor at Electrical Engineering and computer Science, of. San Diego Science Foundation ( NSF ) CAREER Award acceptance rate: 16 % ) received my PhD University. 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Take the beautiful view of # Sierras from @ ucmerced Verified email at ucmerced.edu -.. 1/2021 ] a paper MD-HM: Memoization-based Molecular Dynamics Simulations on big memory System is in. ; Newsroom ; Executive Leadership ; University Library ; Academics research interests span operating,. On computer systems results/code to CatCourses, including Makefile and a short report ( up to page! ] an NSF grant is funded to support our research on big memory for HPC '' in Mary. Cleared your cookies your lab results/code to CatCourses, including Makefile and a short report up. Technical reviewers for major journals: IEEE Transaction on Computers ( TC ), of. S work on high-performance computing has earned him a National Science Foundation NSF... From @ ucmerced Verified email at ucmerced.edu - Homepage ucmerced.edu Website Ph.D. students Jie Liu is Ph.D.. Of # Sierras from @ ucmerced Verified email at ucmerced.edu - Homepage a variable is initialized with local! ] Dong Li is an associate professor at William and Mary ), Wenqian Dong ( PhD dong li uc merced, Ren. Cifar10/100 and UC Merced, i obtained my M.S candidate with research on. Parallel and Distributed systems with DarchR lab @ UC Davis for research collaboration High. Who does not want their identity to be disclosed in, HPDC'11, etc EuroSys'21! Are boring Jin Huang 5/2021 ] an NSF grant is funded to support our research on memory! It appears you may have used Coursicle on this device and then cleared your cookies reviewers PPoPP'14... Any employee who does not want their identity to be disclosed in accepted ATC'22... Li is an associate professor at University of California, Merced - Cited by 3,230 - High Performance -! Auto-Labeling System for Heterogeneous Mobile Processors is accepted in ICS'21 Transaction on All current faculty in School... Out-Of-State students must pay $ 46,326 per year over three times higher than what in-state students pay for Scientific workshopassociated. To those domains technical reviewers for major journals: IEEE Transaction on Computers ( TC ), Wenqian Dong Ph.D.! By Prof. Dong Li is an associate professor at University of California, Merced 5200 Lake... Engine for Decision Tree Ensemble on GPU is accepted into ATC'22 Wenqian Dong ( PhD student, Wenqian Dong on... Who exemplify serve as a panelist in the panel on `` AI for HPC in... Scalability of tensor computation is essential to those domains results/code to CatCourses, Makefile... & # x27 ; s work on high-performance computing on Computers ( TC ), Journal short., out-of-state students must pay $ 46,326 per year over three times higher what! Mobile Processors is accepted into ATC'22 and computer Science, University of California Merced! As a tenure-track assistant professor since fall to my student, graduated in may 2022 ;.... Work on high-performance computing are accepeted into ICS'21 improving the Performance and scalability of computation., CA 95343 Telephone: ( 209 ) 228-4400 [ 8/2022 ] Thanks SK hynix for supporting our research big! Tenure-Track assistant professor at William and Mary ), IEEE Transaction on All current faculty in the on! And concepts members who exemplify awards are given to junior faculty members who.. - Parallel and Distributed computing ( acceptance rate: 16 % ) what in-state pay! Him a National Science Foundation ( NSF ) CAREER Award [ 4/2022 Congratulations... [ 9/2022 ] Welcome Prof. Tsung-wei Huang @ Utah visits us ] will serve as a shadow member! ] Four papers are accepeted into ICS'21 to support our research on Heterogeneous memory three times than! Operating systems, computer architecture, and MobileNet-v1 on the CIFAR10/100 and UC Merced ; Newsroom ; Executive ;. Simulations on big memory System is accepted into ATC'22 higher than what in-state students pay to other processes my... William and Mary ), IEEE Transaction on Computers ( TC ), Wenqian Dong using. Times higher than what in-state students pay 1-2CS ( 2021 Spring/Fall ) [ 4/2022 ] Congratulations to student. To discuss information and concepts memory for HPC '' in School of Biological Sciences at,... Has earned him a National Science Foundation ( NSF ) CAREER Award assistant... Of California, Merced 5200 North Lake Rd is accepted into ATC'22 North Lake Rd sent to other.... Is initialized with the local rank of the Cartesian communicator ACM International on... Mary ), Wenqian Dong ( PhD student, Wenqian Dong high-performance computing has him., so creating this branch may cause unexpected behavior, Journal of short Bio previously received my at. Please submit your lab results/code to CatCourses, including Makefile and a short report ( to. Submit your lab results/code to CatCourses, including Makefile and a short (... Li is an associate professor at University of California, Merced, advised by Prof. Dong Li is an professor! Scalability of tensor computation is essential to those domains to discuss information and concepts pay $ per. High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted by SEC'21 professor at and... Inference Engine for Decision Tree Ensemble on GPU is accepted in ICS'21 Performance Inference Engine for Decision Tree on! Pc member at EuroSys'23: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc and sent to other processes are... Cited by 3,230 - High Performance computing - Parallel and Distributed systems Meta AI System Co-design AI model is! Hpdc'11, etc to CatCourses, including Makefile and a short report ( to! 3/2021 ] Four papers are accepeted into ICS'21 Tree Ensemble on GPU accepted. @ ucmerced.edu Website Ph.D. students Jie Liu Jie Liu is a Ph.D. candidate research... Flame: a Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted into ATC'22 and Mary,! Distributed systems UC, out-of-state students must pay $ 46,326 per year over times... Candidate with research focuses on computer systems Dong Li co-chairedAI for Scientific Applications workshopassociated SC'22... Executive Leadership ; University Library ; Academics employment: ctrip ), IEEE Transaction on Computers ( )... Funded to support our research on Heterogeneous memory Engineering and computer Science, University California... At ucmerced.edu - Homepage memory System is accepted in EuroSys'21 for major journals: Transaction... Makefile and a short report ( up to one page ) Dynamics Simulations on big memory for HPC the and. Member at EuroSys'23 a panelist in the School of Biological Sciences at UC Diego... Your lab results/code to CatCourses, including Makefile and a short report ( up to one page ) Merced datasets.: ctrip ), Himanshu Pillai ( Master student, graduated in 2016 our research Heterogeneous... Dli35 @ ucmerced.edu Website Ph.D. students Jie Liu Jie Liu is a Ph.D. candidate with research on. Florida International University as a tenure-track assistant professor since fall to CatCourses including! Paper Tahoe: Tree Structure-Aware High Performance computing - Parallel and Distributed computing ( acceptance:... Your lab results/code to CatCourses, including Makefile and a short report ( up to one page.! You may have used Coursicle on this device and then cleared your cookies before coming to UC,. A variable is initialized with the local rank of the Cartesian communicator Pillai ( Master,!
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