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检索条件"任意字段=Conference on High Performance Computer Modernization Program"

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Electromagnetic Transient Simulation Algorithms for Evaluation of Large-Scale Extreme Fast Charging Systems (Distribution Grid Models)

Electromagnetic Transient Simulation Algorithms for Evaluati...

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Innovative Smart Grid Technologies (ISGT)

作者： Suman Debnath Jongchan Choi Laboratory Directed Research and Development Program Oak Ridge National Laboratory UT-Battelle LLC Knoxville TN USA

ISBN: (数字)9781728188973

ISBN: (纸本)9781728188980

The distribution and transmission grids are observing an increased penetration of power electronics in loads and generations. For example, there is increasing interest in integrating in extreme fast charging (XFC) systems for fast charging of electrical vehicles. As these systems are integrated, developing high-fidelity electromagnetic transient model of XFC systems in distribution grids and evaluating their interactions with the power grid would be of significant interest. This model will be utilized for design of XFC systems, to identify upgrades in distribution and/or transmission grids, for planning purposes by transmission planners or operators or owners, among others. It can also be utilized in operations for improved reliable performance of the grid and/or XFC station. The challenge with simulating these models is the high computational complexity introduced by the large number of states present in the system and the time-step needed to simulate the system. In this paper, advanced simulations algorithms are applied to reduce the computational complexity of simulating large-scale XFC systems. The algorithms include numerical stiffness-based segregation, time constant-based segregation, clustering and aggregation on differential algebraic equations (DAEs), and multi-order integration approaches. While the first three algorithms split the matrix that needs to be inverted from a large matrix to much smaller matrices, the final algorithm reduces the computational burden of applying higher-order integration approaches in the complete system. The comparison made in the previous sentence is with respect to use of homogeneous integration approaches used in conventional electromagnetic transient simulators like power systems computer aided design (PSCAD). The approaches mentioned here have resulted in speed-up of 36x in the simulation of a single distribution system with 15 XFCs.

关键词： Computational modeling Capacitors Clustering algorithms Numerical models Smart grids PSCAD Computational complexity

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Cost-performance comparison of various accelerator implementation platforms for deep convolutional neural network 1

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19th International conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2018

作者： Yu, Yechan Kim, HoJin Ha, Jinjoo Kim, Daewoo Yi, Kang School of Computer Science and Electrical Engineering Handong Global University Pohang Korea Republic of

ISBN: (数字)9789811359071

ISBN: (纸本)9789811359064

Due to the high accuracy, DCNN is a popular deep learning approach for object recognition and classification. But, the computing complexity of DCNN is too high for real-time application. Therefore, many acceleration methods like GPU and FPGAs are developed and competing with each other. The purpose of this paper is to assess the pros and the cons of many acceleration methods including GPGPU and FPGA-based approaches like Xilinx SDSoC, and Xilinx SDAccel. We will consider the installation cost (board price) as well as the operation cost (the energy consumption) and the speed of each acceleration method in the analysis. © Springer Nature Singapore Pte Ltd. 2019.

关键词： Field programmable gate arrays (FPGA)

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A new approach for scheduling job with the heterogeneity-aware resource in HPC systems 21

A new approach for scheduling job with the heterogeneity-awa...

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21st IEEE International conference on high performance Computing and Communications, 17th IEEE International conference on Smart City and 5th IEEE International conference on Data Science and Systems, HPCC/SmartCity/DSS 2019

作者： Chung, Minh Thanh Pham, Kien Thoai, Nam Kranzlmueller, Dieter Faculty of Computer Science AND Engineering Ho Chi Minh City University of Technology Viet Nam Ludwig Maximilian University of Munich Germany

ISBN: (纸本)9781728120584

Scheduling in high performance Computing (HPC) platforms is often a challenge with a huge range of researches and a noticeable phenomenon is a divergence between theory and practice. Especially, the heterogeneity of jobs today is becoming more popular, while a static scheduler is often prohibited by the runtime behavior as well as the multi-demand of programs running on a specific system. The hitherto conventional solution of scheduling jobs is only partially satisfying, because the program's behavior may differ significantly when comparing to the original scale. In this paper, we develop a dynamic scheduler based on characteristics and runtime behaviors of submitted jobs on a CPU/coprocessor-based cluster. Fundamentally, the behaviors of large-scale programs on an HPC system can be extracted from the history or log files, then draw a relational model between its characteristic and an objective function. This problem can be fitful in applying machine learning to find a scheduling function for job submission. We use a two-stage approach: first using simulation to simulate all situations of run jobs, in order to generate a dataset which then is used for training models with machine learning. This model enables to improve the scheduling performance and fit well the relationship between the job's characteristics and criteria in practice. More importantly, our experiments highlight the influence of the heterogeneity-aware resource over schedulers. © 2019 IEEE.

关键词： Machine learning

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high-Level Abstractions for Simplifying Extended String Constraints in SMT 31st

High-Level Abstractions for Simplifying Extended String Cons...

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31st International conference on computer-Aided Verification (CAV)

作者： Reynolds, Andrew Notzli, Andres Barrett, Clark Tinelli, Cesare Univ Iowa Dept Comp Sci Iowa City IA 52242 USA Stanford Univ Dept Comp Sci Stanford CA 94305 USA

ISBN: (纸本)9783030255435;9783030255428

Satisfiability Modulo Theories (SMT) solvers with support for the theory of strings have recently emerged as powerful tools for reasoning about string-manipulating programs. However, due to the complex semantics of extended string functions, it is challenging to develop scalable solvers for the string constraints produced by program analysis tools. We identify several classes of simplification techniques that are critical for the efficient processing of string constraints in SMT solvers. These techniques can reduce the size and complexity of input constraints by reasoning about arithmetic entailment, multisets, and string containment relationships over input terms. We provide experimental evidence that implementing them results in significant improvements over the performance of state-of-the-art SMT solvers for extended string constraints.

关键词： Semantics

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A comparative study of large-scale cluster workload traces via multiview analysis 21

A comparative study of large-scale cluster workload traces v...

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作者： Ruan, Li Xu, Xiangrong Xiao, Limin Yuan, Feng Li, Yin Dai, Dong State Key Laboratory of Software Development Environment School of Computer Science and Engineering Beihang University Beijing China Institute of Software Application Technology Guangzhou AND Chinese Academy of Sciences Guangzhou China Department of Computer Science University of North Carolina Charlotte CharlotteNC United States

ISBN: (纸本)9781728120584

Understanding the characteristics of workloads of the large-scale Clusters is the key to diagnose the system bottlenecks, making optimal configuration decisions, improving the system throughput and resource usage. Due to the diversity and multiview of the workload traces, featuring the good designs and bottlenecks by analyzing the workloads under realworld scenarios becomes increasingly challenging. This paper introduces a multiview based trace comparative analysis method by comparatively characterizing how the architecture, jobs, tasks, machines, and resources usage were managed among different platforms. A case study is performed which verified the effectiveness of our method by comparatively analyzing two most representative big traces: Google trace and Alibaba 2018 trace. Quantitative findings, together with the performance bottleneck inferences and suggestions are also presented. To the best of our knowledge, we are the first to perform such comparative empirical study on these two traces using a multiview based approach. Our multifaceted analyses and new findings not only reveal insights that we believe are useful for system designers, IT practitioners and users, but also can promote more researches on big trace data comparative analysis in large-scale clusters. © 2019 IEEE.

关键词： Trace analysis

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Condensing an overload of parallel computing ingredients into a single architecture recipe

Condensing an overload of parallel computing ingredients int...

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International conference on Application Specific Systems (ASAP), Architectures and Processors

作者： Riadh Ben Abdelhamid Yoshiki Yamguchi Taisuke Boku Graduate School of Science and Technology University of Tsukuba Tsukuba Japan Faculty of Engineering Information and Systems University of Tsukuba Tsukuba Japan Center for Computational Sciences University of Tsukuba Tsukuba Japan

ISBN: (数字)9781728171470

ISBN: (纸本)9781728172798

General-purpose processors offer the best programming flexibility to address a wide range of problems. Nonetheless, they still lack behind special-purpose processors when it comes to sustained computational performance. Here, we leverage the best from both worlds and we propose a flexible, highly scalable, high-performance computing architecture with versatility in mind. The proposed architecture code-named DRAGON, benefits from several forms of parallelism such as SIMD, VLIW, Memory Broadcasting and even vector processing.

关键词： computer architecture Parallel processing VLIW Topology Network topology program processors Bandwidth

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A high-matching low noise differential charge pump for PLL 1

引用

22nd Annual conference on computer Engineering and Technology, NCCET 2018

作者： Yuan, Hengzhou Guo, Yang College of Computer National University of Defense Technology Deya Str. 109 Changsha410073 China

ISBN: (数字)9789811359194

ISBN: (纸本)9789811359187

This paper presents a high matching charge pump with low noise. Two pairs of charge pumps in differential structure alleviate charge sharing and improve static mismatch. This simple structure with minimum number of transistors can reduce the noise of CP. A differential low amplitude buffer stage is proposed to reduce the dynamic mismatch of CP. A 3.125 GHz PLL is implemented with the proposed charge pumps in 65 nm CMOS process. In simulation, the proposed CP achieved good static mismatch and dynamic mismatch in a dynamic range larger than half VDD. The noise simulated at 1 kHz achieved −227 dB. The reference spur measured at 25 MHz was lower than −51.5 dBc. The test results show the good performance of proposed CPPLL. © 2019, Springer Nature Singapore Pte Ltd.

关键词： Phase locked loops

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Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming high performance Computing Applications 19th

Exploratory Visual Analysis of Anomalous Runtime Behavior in...

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19th Annual International conference on Computational Science (ICCS)

作者： Xie, Cong Jeong, Wonyong Matyasfalvi, Gyorgy Van Dam, Hubertus Mueller, Klaus Yoo, Shinjae Xu, Wei SUNY Stony Brook Stony Brook NY 11790 USA Brookhaven Natl Lab Upton NY 11973 USA

ISBN: (纸本)9783030227340;9783030227333

Online analysis of runtime behavior is essential for performance tuning in streaming scientific workflows. Integration of anomaly detection and visualization is necessary to support human-centered analysis, such as verification of candidate anomalies utilizing domain knowledge. In this work, we propose an efficient and scalable visual analytics system for online performance analysis of scientific workflows toward the exascale scenario. Our approach uses a call stack tree representation to encode the structural and temporal information of the function executions. Based on the call stack tree features (e.g., execution time of the root function or vector representation of the tree structure), we employ online anomaly detection approaches to identify candidate anomalous function executions. We also present a set of visualization tools for verification and exploration in a level-of-detailed manner. General information, such as distribution of execution times, are provided in an overview visualization. The detailed structure (e.g., function invocation relations) and the temporal information (e.g., message communication) of the execution call stack of interest are also visualized. The usability and efficiency of our methods are verified in a real-world HPC application.

关键词： Anomaly detection high performance Computing Streaming analysis Trace events Visual analytics

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Hacker's Multiple-Precision Integer-Division program in Close Scrutiny

Hacker's Multiple-Precision Integer-Division Program in Clos...

引用

conference on Analysis of Experimental Algorithms (SEA2)

作者： Katajainen, Jyrki Univ Copenhagen Dept Comp Sci Univ Pk 5 DK-2100 Copenhagen East Denmark Jyrki Katajainen & Co DK-3390 Hundested Denmark

ISBN: (纸本)9783030340292;9783030340285

Before the era of ubiquitous computers, the long-division method was presented in primary schools as a paper-and-pencil technique to do whole-number division. In the book "Hacker's Delight" by Warren [2nd edition, 2013], an implementation of this algorithm was given using the C programming language. In this paper we will report our experiences when converting this program to a generic programlibrary routine. The highlights of the paper are as follows: (1) We describe the longdivision algorithm-this is done for educational purposes. (2) We outline its implementation-the goal is to show how to use modern C++ to achieve flexibility, portability, and efficiency. (3) We analyse its computational complexity by paying attention to how the digit width affects the running time. (4) We compare the practical performance of the library routine against Warren's original. It is pleasure to announce that the library routine is faster. (5) We release the developed routine as part of a software package that provides fixed-width integers of arbitrary length, e.g. a number of type cphstl::N < 2019 > (editor's note: the non-transliterated form used in the code is cphstl::bbbN < 2019 >) has 2019 bits and it supports the same operations with the same semantics as a number of type unsigned int.

关键词： Software library Multiple-precision arithmetic Algorithm Long division Description Implementation Meticulous analysis Experimentation

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Insight Into Lightning Initiation via Downward Terrestrial Gamma-ray Flash Observations at Telescope Array 37

Insight Into Lightning Initiation via Downward Terrestrial G...

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37th International Cosmic Ray conference, ICRC 2021

作者： Remington, Jackson Abbasi, R.U. Abe, M. Abu-Zayyad, T. Allen, M. Arai, Y. Barcikowski, E. Belz, J.W. Bergman, D.R. Blake, S.A. Buckland, I. Cady, R. Cheon, B.G. Chiba, J. Chikawa, M. Fujii, T. Fujisue, K. Fujita, K. Fujiwara, R. Fukushima, M. Fukushima, R. Furlich, G. Gonzalez, R. Hanlon, W. Hayashi, M. Hayashida, N. Hibino, K. Higuchi, R. Honda, K. Ikeda, D. Inadomi, T. Inoue, N. Ishii, T. Ito, H. Ivanov, D. Iwakura, H. Jeong, H.M. Jeong, S. Jui, C.C.H. Kadota, K. Kakimoto, F. Kalashev, O. Kasahara, K. Kasami, S. Kawai, H. Kawakami, S. Kawana, S. Kawata, K. Kido, E. Kim, H.B. Kim, J.H. Kim, J.H. Kim, M.H. Kim, S.W. Kimura, Y. Kishigami, S. Kubota, Y. Kurisu, S. Kuzmin, V. Kuznetsov, M. Kwon, Y.J. Lee, K.H. Lubsandorzhiev, B. Lundquist, J.P. Machida, K. Matsumiya, H. Matsuyama, T. Matthews, J.N. Mayta, R. Minamino, M. Mukai, K. Myers, I. Nagataki, S. Nakai, K. Nakamura, R. Nakamura, T. Nakamura, T. Nakamura, Y. Nakazawa, A. Nonaka, T. Oda, H. Ogio, S. Ohnishi, M. Ohoka, H. Oku, Y. Okuda, T. Omura, Y. Ono, M. Onogi, R. Oshima, A. Ozawa, S. Park, I.H. Potts, M. Pshirkov, M.S. Remington, J. Rodriguez, D.C. Rubtsov, G.I. Ryu, D. Sagawa, H. Sahara, R. Saito, Y. Sakaki, N. Sako, T. Sakurai, N. Sano, K. Sato, K. Seki, T. Sekino, K. Shah, P.D. Shibasaki, Y. Shibata, F. Shibata, N. Shibata, T. Shimodaira, H. Shin, B.K. Shin, H.S. Shinto, D. Smith, J.D. Sokolsky, P. Sone, N. Stokes, B.T. Stroman, T.A. Suzawa, T. Takagi, Y. Takahashi, Y. Takamura, M. Takeda, M. Takeishi, R. Taketa, A. Takita, M. Tameda, Y. Tanaka, H. Tanaka, K. Tanaka, M. Tanoue, Y. Thomas, S.B. Thomson, G.B. Tinyakov, P. Tkachev, I. Tokuno, H. Tomida, T. Troitsky, S. Tsuda, R. Tsunesada, Y. Uchihori, Y. Udo, S. Uehama, T. Urban, F. Wong, T. Yada, K. Yamamoto, M. Yamazaki, K. Yang, J. Yashiro, K. Yoshida, F. Yoshioka, Y. Zhezher, Y. Zundel, Z. University of Utah 201 President’s Cir. Salt Lake City United States Department of Physics Loyola University Chicago ChicagoIL United States The Graduate School of Science and Engineering Saitama University Saitama Saitama Japan High Energy Astrophysics Institute Department of Physics and Astronomy University of Utah Salt Lake CityUT United States Graduate School of Science Osaka City University Osaka Osaka Japan Department of Physics The Research Institute of Natural Science Hanyang University Seongdong-gu Seoul Korea Republic of Department of Physics Tokyo University of Science Chiba Noda Japan Institute for Cosmic Ray Research University of Tokyo Chiba Kashiwa Japan The Hakubi Center for Advanced Research Graduate School of Science Kyoto University Kitashirakawa-Oiwakecho Sakyo-ku Kyoto Japan Todai Institutes for Advanced Study University of Tokyo Chiba Kashiwa Japan Information Engineering Graduate School of Science and Technology Shinshu University Nagano Nagano Japan Faculty of Engineering Kanagawa University Kanagawa Yokohama Japan Interdisciplinary Graduate School of Medicine and Engineering University of Yamanashi Yamanashi Kofu Japan Academic Assembly School of Science and Technology Institute of Engineering Shinshu University Nagano Nagano Japan Astrophysical Big Bang Laboratory RIKEN Saitama Wako Japan Department of Physics Sungkyunkwan University Jang-an-gu Suwon Korea Republic of Department of Physics Tokyo City University Setagaya-ku Tokyo Japan Institute for Nuclear Research The Russian Academy of Sciences Moscow Russia Faculty of Systems Engineering and Science Shibaura Institute of Technology Minato-ku Tokyo Japan Department of Engineering Science Faculty of Engineering Osaka Electro-Communication University Neyagawashi Osaka Japan Department of Physics Chiba University Chiba Chiba Japan Service de Physique ThÃ©orique UniversitÃ© Libre de Bruxelles Brussels Belgium Department of Physics Yonsei Univers

Due to the difficulty of direct measurement of the thunderstorm environment, in particular the electric field strengths, the initial stages of lightning breakdown remain mysterious. The 1994 discovery of Terrestrial Gamma-ray Flashes (TGFs) and their implications for megaVolt potentials within thunderclouds has proved to be a valuable source of information about the breakdown process. The Telescope Array Surface Detector (TASD) — a 700 km2 scintillator array in Western Utah, U.S.A — coupled with a lightning mapping array, fast sferic (field change) sensor and broadband interferometer, has provided unique insight into the properties of this energetic radiation and of lightning initiation in general. In particular, microsecond-scale timing comparisons have clearly established that downward TGFs occur during strong initial breakdown pulses (IBPs) of downward negative cloud-to-ground and intracloud flashes. In turn, the IBPs are produced by streamer-based fast negative breakdown. Investigations into downward TGFs with the TASD have significantly evolved with recent upgrades to lightning instrumentation. A second state-of-the-art broadband interferometer allows high-resolution stereo observation of lightning development. A high-speed optical video camera, set to be deployed in Spring 2021, will allow simultaneous observation of the visual component of lightning responsible for TGF production. Finally, a suite of ground based static electric field mills will provide new information on the large-scale properties of the thunderstorms in which downward TGFs arise. © Copyright owned by the author(s).

关键词： Lightning

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