I am a research scientist at Meta AI System Co-design. SE1 338. . Are they the same number? Each process reads the data just written by using an explicit offset. Lab Site. Department. 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, science from Virginia Tech. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. II) Re-open the file. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. Use MPI collective communication to implement the following steps. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! 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. Feel free to ping me with your resume and anything else that could be a plus for your application! to be periodic (i., the bottom rank is neighbor of the top). Dr. Dong Li is an associate professor at University of California, Merced. [8/2022] Welcome new PhD student, Jin Huang! He earned his PhD from MIT in 2006 under Gang Chen, following a BS and MS (under Arun Majumdar) from UC Berkeley. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. 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. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . 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. University of Virginia. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. 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, Jiawen Liu. SE2 211 107 Halsey Hall. 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. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. For each step, change the number He will join the Meta (facebook) AI Research. [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. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Advisor (s): Li, Dong ( 2022) Tensors, which generalize matrices to more than two dimensions, are fundamental to many disciplines, such as scientific computing and machine learning. [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. Person ReID, Data Augmentation, Unsupervised Learning. [3/2021] Four papers are accepeted into ICS'21! Wei-Chun Chin. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. Congratulations! 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 [4/2022] Congratulations to my student, Jie Ren. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. 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. I received my B.S. She will join the College of William and Mary as a tenure-track assistant professor since fall! Group Location: CAPS Group Room. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! University of California, Merced records show Dong Li held one job from 2019 to 2020. The University of California is the world's leading public research university system. International Journal of High Performance Computing, etc. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. [10/2022] Will serve as a shadow PC member at EuroSys'23. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! 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. The results verified that our method can better reveal the underlying sparse sensitivities of different layers in both high redundancy networks and compact networks, so that resulting a higher network accuracy after pruning . Improving the performance and scalability of tensor computation is essential to those domains. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. Life is short. From the NSF: The CAREER awards are given to junior faculty members who exemplify. He will join the Meta (facebook) AI Research. Copyright 2023 Zhen Xie Academic Home Page. 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. University of California, Merced 5200 North Lake Rd. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. EPiGRAM-HS meeting at ETH. and Ph.D. degrees. degree from the Beijing Institute of Technology. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. 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. 10 -19 from the position 10 in the file and so on. UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. Google Scholar Profile. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. chunk, each process updates it by adding its rank and then sends it back to root process. 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. University of California, Merced. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! 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. ZeRO-Offload: Democratizing Billion-Scale Model Training. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. University of California, Merced 5200 North Lake Rd. degree from the Beijing Institute of Technology. University of California, Merced. 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. William Li was . 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. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. Collective communication My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Aislinn Sotelo, UCSD. University of California, [10/2021] Dong gave a talk on large AI model training at ECE@UMass. 5200 North Lake Rd. 1. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. [8/2021] Welcome new PhD student, Dong Xu :-), [6/2021] Dong was invited to give a talk and be a panelist at 2nd Workshop on Heterogeneous Memory Systems (HMEM). [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. 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. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. © 2021 Kai Wu. When it comes to out-of-state tuition and fees, these figures jump dramatically. Modern GPUs feature complex memory system designs. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). First employment: Barcelona Supercomputer Center), Armando Montanez. He has really strong accent and his lectures are boring. Merced, CA 95343 T: (209) 228-4400 2022

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