Search Results - Computing methodologies Modeling and simulation Simulation support systems

Introducing Instruction-Accurate Simulators for Performance Estimation of Autotuning Workloads by Pelke, Rebecca, Bosbach, Nils, Reimann, Lennart M., Leupers, Rainer

“… This approach offers high scalability when the availability of the target HW is limited, as many simulations can be run in parallel on any accessible…”
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TEASER: Simulation-Based CAN Bus Regression Testing for Self-Driving Cars Software by Birchler, Christian, Rohrbach, Cyrill, Kim, Hyeongkyun, Gambi, Alessio, Liu, Tianhai, Horneber, Jens, Kehrer, Timo, Panichella, Sebastiano

“…Safety-critical systems such as self-driving cars (SDCs) must be rigorously tested…”
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Invited: Autonomous Driving Digital Twin Empowered Design Automation: An Industry Perspective by Yu, Bo, Tang, Jie, Liu, Shao-Shan

“…Designing reliable computing systems for autonomous driving is extremely challenging, as the performance and reliability of the systems have to be thoroughly evaluated under an extremely large amount…”
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In-Simulation Testing of Deep Learning Vision Models in Autonomous Robotic Manipulators by Humeniuk, Dmytro, Ben Braiek, Houssem, Reid, Thomas, Khomh, Foutse

“…) and identifying failures through offline or online simulation-based testing. However, the process of exploiting the identified failures to uncover design flaws early…”
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Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models by Baresi, Luciano, Xian Hu, Davide Yi, Stocco, Andrea, Tonella, Paolo

“…Simulation-based testing is widely used to assess the reliability of Autonomous Driving Systems (ADS…”
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GEM: GPU-Accelerated Emulator-Inspired RTL Simulation by Guo, Zizheng, Zhang, Yanqing, Wang, Runsheng, Lin, Yibo, Ren, Haoxing

“… Previous GPU-based attempts have failed to speed up RTL simulation due to the heterogeneous nature of circuit partitions, which conflicts with the SIMT…”
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A Full-system, Programmable, and Extensible In-Memory Computing Simulation Framework for Deep Learning by Zhou, Kaining, Huang, Jian, Kim, Nam Sung, Shanbhag, Naresh

“…In-memory computing (IMC) has established itself as an attractive alternative to hardware accelerators in addressing the memory wall problem for artificial intelligence (AI) workloads…”
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Versatile Cross-platform Compilation Toolchain for Schrödinger-style Quantum Circuit Simulation by Lu, Yuncheng, Liang, Shuang, Fan, Hongxiang, Guo, Ce, Luk, Wayne, Kelly, Paul H. J.

“… Efficient classical simulators for high-performance quantum simulation are critical to meeting this demand…”
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SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System by Yin, Ziang, Zhang, Meng, Gangi, Nicholas, Huang, Rena, Zhang, Jeff, Gu, Jiaqi

“…s. To address this gap, we propose SimPhony, a cross-layer modeling and simulation framework for heterogeneous electronic-photonic AI systems…”
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Towards Differentiable Electron Microscopy Simulation: Methods and Applications by Nguyen, Ngan, Liang, Feng, Engel, Dominik, Bohak, Ciril, Strnad, Ondrej, Ropinski, Timo, Viola, Ivan

“…We propose a new microscopy simulation system that can depict atomistic models in a micrograph visual style, similar to physical electron microscopy imaging results…”
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SDM-PEB: Spatial-Depthwise Mamba for Enhanced Post-Exposure Bake Simulation by Yu, Ziyang, Xu, Peng, Wang, Zixiao, Zhu, Binwu, Wang, Qipan, Lin, Yibo, Wang, Runsheng, Yu, Bei, Wong, Martin

“… In this paper, we introduce SDM-PEB, an advanced modeling framework designed to enhance the accuracy of PEB simulations by capturing both intra-layer spatial dependencies and inter-layer depthwise interactions…”
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GSIM: Accelerating RTL Simulation for Large-Scale Designs by Chen, Lu, Zhao, Dingyi, Yu, Zihao, Sun, Ninghui, Bao, Yungang

“…Register Transfer Level (RTL) simulation is widely used in design space exploration, verification, debugging, and preliminary performance evaluation for hardware design…”
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LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems by Duvvuru, Venkata Sai Aswath, Zhang, Bohan, Vierhauser, Michael, Agrawal, Ankit

“…Thorough simulation testing is crucial for validating the correct behavior of small Uncrewed Aerial Systems (sUAS…”
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FireAxe: Partitioned FPGA-Accelerated Simulation of Large-Scale RTL Designs by Whangbo, Joonho, Lim, Edwin, Zhang, Chengyi Lux, Anderson, Kevin, Gonzalez, Abraham, Gupta, Raghav, Krishnakumar, Nivedha, Karandikar, Sagar, Nikolic, Borivoje, Shao, Yakun Sophia, Asanovic, Krste

“… components, system software, and application code. Although this process can be accelerated using FPGAs as a simulation host, existing platforms fall short when the resource requirements of a custom hardware design exceed a single FPGA…”
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Semantics of Co-simulation Algorithms with Simulator Contracts by Gomes, Claudio, Lucio, Levi, Vangheluwe, Hans

“…The rapid adoption of co-simulation techniques allows for holistic complex system development…”
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MGPUSim: Enabling Multi-GPU Performance Modeling and Optimization by Sun, Yifan, Baruah, Trinayan, Mojumder, Saiful A., Dong, Shi, Gong, Xiang, Treadway, Shane, Bao, Yuhui, Hance, Spencer, McCardwell, Carter, Zhao, Vincent, Barclay, Harrison, Ziabari, Amir Kavyan, Chen, Zhongliang, Ubal, Rafael, Abellan, Jose L., Kim, John, Joshi, Ajay, Kaeli, David

“… The research community currently lacks a publicly available and comprehensive multi-GPU simulation framework to evaluate next- generation multi-GPU system designs…”
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Performance and Accuracy in Soft-Error Resilience Evaluation using the Multi-Level Processor Simulator ETISS-ML by Mueller-Gritschneder, Daniel, Sharif, Uzair, Schlichtmann, Ulf

“… Ideally, safety-critical systems should be resilient against the impact of soft errors, but at a low cost…”
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Enabling Data Reduction for Flash-X Simulations by Jain, Rajeev, Tang, Houjun, Dhruv, Akash, Byna, Suren

“…High-fidelity physics simulation codes, such as Flash-X, generate large amounts of simulation data…”
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The Dataflow Abstract Machine Simulator Framework by Zhang, Nathan, Lacouture, Rubens, Sohn, Gina, Mure, Paul, Zhang, Qizheng, Kjolstad, Fredrik, Olukotun, Kunle

“…The growing interest in novel dataflow architectures and streaming execution paradigms has created the need for a simulator optimized for modeling dataflow systems…”
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Modeling and Simulation of Collective Algorithms on HPC Network Topologies using Structural Simulation Toolkit by Chenna, Sai P., Steyer, Michael, Kumar, Nalini, Garzaran, Maria, Thierry, Philippe

“… Given the scale of DL workloads, it is crucial to evaluate the scaling efficiency of these algorithms on a variety of system architectures…”
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