Výsledky vyhledávání - Computing methodologies: Modeling and simulation

Introducing Instruction-Accurate Simulators for Performance Estimation of Autotuning Workloads Autor 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…”
Získat plný text

Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models Autor 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…”
Získat plný text

Invited: Autonomous Driving Digital Twin Empowered Design Automation: An Industry Perspective Autor 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…”
Získat plný text

A Distributed Simulation Approach to Integrate AnyLogic and Unity for Virtual Reality Applications: Case of COVID-19 Modelling and Training in a Dialysis Unit Autor Possik, Jalal, Gorecki, Simon, Asgary, Ali, Solis, Adriano O., Zacharewicz, Gregory, Tofighi, Mohammadali, Shafiee, Mohammad Ali, Merchant, Asad A., Aarabi, Mehdi, Guimaraes, Abel, Nadri, Nazanin

“…Different heterogeneous simulation components can be integrated to produce a more effective complex global system…”
Získat plný text

Evaluating Terminology Translation in Machine Translation Systems via Metamorphic Testing Autor Xu, Yihui, Li, Yanhui, Wang, Jun, Zhang, Xiaofang

“…Machine translation has become an integral part of daily life, with terminology translation playing a crucial role in ensuring the accuracy of translation…”
Získat plný text

Exploiting learning and scenario-based specification languages for the verification and validation of highly automated driving Autor Damm, Werner, Galbas, Roland

“…We propose a series of methods based on learning key structural properties from traffic data-basis and on statistical model checking, ultimately leading to the…”
Získat plný text

Towards Differentiable Electron Microscopy Simulation: Methods and Applications Autor 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…”
Získat plný text

A Multi‐layer Solver for XPBD Autor Mercier‐Aubin, A., Kry, P. G.

“…We present a novel multi‐layer method for extended position‐based dynamics that exploits a sequence of reduced models consisting of rigid and elastic parts to…”
Získat plný text

In-Simulation Testing of Deep Learning Vision Models in Autonomous Robotic Manipulators Autor 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…”
Získat plný text

TEASER: Simulation-Based CAN Bus Regression Testing for Self-Driving Cars Software Autor 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…”
Získat plný text

The Dataflow Abstract Machine Simulator Framework Autor 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…”
Získat plný text

SURFNet: Super-Resolution of Turbulent Flows with Transfer Learning using Small Datasets Autor Obiols-Sales, Octavi, Vishnu, Abhinav, Malaya, Nicholas P., Chandramowlishwaran, Aparna

“…Deep Learning (DL) algorithms are emerging as a key alternative to computationally expensive CFD simulations…”
Získat plný text

EI-MOR: A Hybrid Exponential Integrator and Model Order Reduction Approach for Transient Power/Ground Network Analysis Autor Wang, Cong, Yang, Dongen, Chen, Quan

“… Based on this equivalence, we next devise a hybrid method, EI-MOR, to combine the usage of EI and MOR in the same transient simulation…”
Získat plný text

Modeling and Simulation of Collective Algorithms on HPC Network Topologies using Structural Simulation Toolkit Autor Chenna, Sai P., Steyer, Michael, Kumar, Nalini, Garzaran, Maria, Thierry, Philippe

“… We have extended the Structural Simulation Toolkit (SST) to simulate allreduce and barrier algorithms - Rabenseifner, ring, and, dissemination algorithms…”
Získat plný text

Optimistic Parallel Simulation of Tightly Coupled Agents in Continuous Time Autor Andelfinger, Philipp, Uhrmacher, Adelinde

“…Agent-based simulations relying on synchronous state updates using a fixed time step size are considered attractive candidates for parallel execution in order to reduce simulation running times…”
Získat plný text

GEM: GPU-Accelerated Emulator-Inspired RTL Simulation Autor 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…”
Získat plný text

A Full-system, Programmable, and Extensible In-Memory Computing Simulation Framework for Deep Learning Autor 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…”
Získat plný text

SAPO: Improving the Scalability and Accuracy of Quantum Linear Solver for Portfolio Optimization Autor Zhu, Tianze, Lu, Liqiang, Chen, Jiajun, Chen, Yuhang, Chen, Hengrui, Xi, Meng, Zhang, Jinshan, Sun, Xiaoming, Yin, Jianwei

“… Quantum computing offers polynomial or even exponential speedup that turns out to be a promising approach…”
Získat plný text

Versatile Cross-platform Compilation Toolchain for Schrödinger-style Quantum Circuit Simulation Autor 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…”
Získat plný text

Energy Efficiency Boost in the AI-Infused POWER10 Processor Autor Thompto, Brian W., Nguyen, Dung Q., Moreira, Jose E., Bertran, Ramon, Jacobson, Hans, Eickemeyer, Richard J., Rao, Rahul M., Goulet, Michael, Byers, Marcy, Gonzalez, Christopher J., Swaminathan, Karthik, Dhanwada, Nagu R., Muller, Silvia M., Wagner, Andreas, Sadasivam, Satish Kumar, Montoye, Robert K., Starke, William J., Zoellin, Christian G., Floyd, Michael S., Stuecheli, Jeffrey, Chandramoorthy, Nandhini, Wellman, John-David, Buyuktosunoglu, Alper, Pflanz, Matthias, Sinharoy, Balaram, Bose, Pradip

“…We present the novel micro-architectural features, supported by an innovative and novel pre-silicon methodology in the design of POWER10…”
Získat plný text