Search Results - "Computing methodologies Modeling and simulation Simulation support system"

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

“…Accelerating Machine Learning (ML) workloads requires efficient methods due to their large optimization space. Autotuning has emerged as an effective approach…”
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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. Especially electronic control units (ECUs) of SDCs should be tested with…”
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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

“…Testing autonomous robotic manipulators is challenging due to the complex software interactions between vision and control components. A crucial element of…”
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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…”
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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

“…Electronic-photonic integrated circuits (EPICs) offer transformative potential for next-generation high-performance AI, but they require interdisciplinary…”
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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…”
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GEM: GPU-Accelerated Emulator-Inspired RTL Simulation by Guo, Zizheng, Zhang, Yanqing, Wang, Runsheng, Lin, Yibo, Ren, Haoxing

“…In this paper, we present a GPU-accelerated RTL simulator addressing critical challenges in high-speed circuit verification. Traditional CPU-based RTL…”
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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…”
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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

“…The post-exposure bake (PEB) process is a critical step in semiconductor lithography, directly impacting resist profile accuracy and circuit pattern fidelity…”
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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 rapidly growing popularity and scale of data-parallel workloads demand a corresponding increase in raw computational power of Graphics Processing Units…”
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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…”
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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), but its effectiveness is limited by the operational…”
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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.

“…While existing quantum hardware resources have limited availability and reliability, there is a growing demand for exploring and verifying quantum algorithms…”
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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) across multiple scenarios, including adverse…”
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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

“…Pre-silicon validation and end-to-end system evaluation are integral parts of hardware development as they provide architects with insights about the complex…”
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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

“…Soft errors are a major safety concern in many devices, e.g., in automotive, industrial, control or medical applications. Ideally, safety-critical systems…”
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A Crowd-Based Explosive Detection System with Two-Level Feedback Sensor Calibration by Yang, Chengmo, Cronin, Patrick, Agambayev, Agamyrat, Ozev, Sule, Cetin, A. Enis, Orailoglu, Alex

“…Large, open, public events, such as marathons and festivals, have always presented a unique safety challenge. These sprawling events, which can take up entire…”
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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…”
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General-Purpose Gate-Level Simulation with Partition-Agnostic Parallelism by Guo, Zizheng, Zhang, Zuodong, Jiang, Xun, Li, Wuxi, Lin, Yibo, Wang, Runsheng, Huang, Ru

“…Gate-level simulation with delay annotation is a both critical and time-consuming task in the circuit design flow. It is highly nontrivial to parallelize a…”
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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. However, ensuring trustworthy results when combining simulators…”
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