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A Novel System simulation Framework for HBM2 FPGA Platforms 1

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24th international conference on Embedded computer Systems: Architectures, modeling, and simulation

作者： Hernandez, Hector Gerardo Munoz Iskandar, Veronia Steiner, Lukas Holzinger, Philipp Jung, Matthias Goehringer, Diana Huebner, Michael Wehn, Norbert Reichenbach, Marc Brandenburg Univ Technol Cottbus Senftenberg Chair Comp Engn Cottbus Germany Tech Univ Dresden Chair Adapt Dynam Syst Dresden Germany Univ Kaiserslautern Landau Microelect Syst Design Kaiserslautern Germany Friedrich Alexander Univ Chair Comp Architecture Erlangen Germany Fraunhofer IESE Kaiserslautern Germany Univ Wurzburg Wurzburg Germany Univ Rostock Chair Integrated Syst Rostock Germany

ISBN: (数字)9783031783807

ISBN: (纸本)9783031783791;9783031783807

Every year, the disparity between processing power and memory bandwidth continues to expand. This well-established trend has been recognized for several years. Recently, innovative concepts have emerged to address and narrow this growing gap. One notable example of such technology is High Bandwidth Memory (HBM), which is specifically designed to tackle this challenge. HBM has a much higher throughput thanks to their wider data buses, making it an innovative solution for this problem. Due to its configurability and timing requirements, HBM and Field-Programmable Gate Arrays (FPGAs) offer a great combination for prototyping, and the hardware that includes both is slowly gaining popularity and accessibility. In this work, we introduce an open-source simulator capable of accurately predicting and modeling HBM based FPGA systems in a fast-prototyping manner. This design not only simulates an HBM but also a memory controller and a memory interconnect, like the one used by AMD/Xilinx. To prove accuracy, this work shows side-byside comparison between the real hardware and simulated benchmarks of different specific types of memory access patterns, where we measure an overall error of 9.91%. Finally, we compare the performance of some real-life applications where we report an average error of 2.72%.

关键词： High Bandwidth Memory Memory system simulation Approximately timed simulation

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modeling and Optimization of Processes in a Mixed-Use Harbor 5th

Modeling and Optimization of Processes in a Mixed-Use Harbor

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5th 5th Olympus - international conference on Supply Chain

作者： Dimara, Asimina Papaioannou, Alexios Krinidis, Stelios Anagnostopoulos, Christos-Nikolaos Democritus Univ Thrace DUTh Management Sci & Technol Dept Kavala Greece Univ Aegean UAEGEAN Dept Cultural Technol & Commun Intelligent Syst Lab Mitilini Greece Int Hellen Univ IHU Management Sci & Technol Dept Kavala Greece

ISBN: (纸本)9783031693434;9783031693441

The present research addresses the complicated challenges of modelling and enhancing processes in mixed-use harbors, focusing on Volos, where the convergence of many activities necessitates customized solutions for effective administration. This research initiates a case-specific investigation in response to the changing marine industry landscape, which is represented by the integration of shipping, recreation, and tourism inside the harbor of Volos. Real-world data from the Volos harbor was gathered using a hybrid methodology that blends mathematical modeling and simulation methodologies to inform the dynamic models. Volos is a microcosm that captures the challenges in establishing a balance between tourist,, commercial ships, and recreational boating. The modeling strategy provides a comprehensive representation of processes by taking interactions and possible conflicts into consideration. It is based on well-established harbor models that have been modified for mixed-use areas. In addition, cutting-edge optimization methods were used, considering environmental impact, traffic control, and resource use. Findings, which were obtained in the particular setting of the Volos harbor, show significant gains in resource allocation and operational efficiency, offering important new information for harbor management.

关键词： Mixed-use Harbor Optimization Harbor Process Enhancement modeling and simulation Traffic Control Strategies

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Post Quantum Cryptography Research Lines in the Italian Center for Security and Rights in Cyberspace 24th

Post Quantum Cryptography Research Lines in the Italian Cent...

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24th international conference on Embedded computer Systems: Architectures, modeling, and simulation

作者： Barenghi, Alessandro Pelosi, Gerardo Politecn Milan I-20133 Milan Italy

ISBN: (纸本)9783031783791;9783031783807

The Italian foundation for Security and Rights in Cyberspace (SERICS) is in charge of managing the current, broad range, research in a variety of computer security domains, ranging from strictly computer related aspects, such as OS and Virtualization security, to the development of new cryptographic techniques, up to tackling human, social and legal problems related to computer security and privacy. The SERICS project is founded by the Italian National Recovery and Resilience Plan (NRRP), which in turn receives funding from the EU - NextGenerationEU programme. The SERICS foundation is managing the STRIDE project, to tackle the aforementioned research challenges. In the context of the STRIDE projects, a cascade call was made to tackle specific aspects of the overall reseach challenges. The two-years AQuSDIT project, winner of the aforementioned cascade call, aims to tackle the current open problems in the digital identity realm, with a particular focus on resistance to quantum computer-based attacks, and ledger-based technologies for identification and supply chain tracking. In this context, the research activities at Politecnico di Milano focus on the design of post quantum cryptosystems, and their secure and efficient realization as hardware components, either in the form of full accelerators, or support to existing computing infrastructures. In the following, we will present an overview of the research activities of the 2-year AQuSDIT project, together with an outlook on the first research results which have been obtained by the group of participants from Politecnico di Milano.

关键词： computer security Cryptography Post quantum cryptography

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A Novel Chaining-Based Indirect Addressing Mode in a Vertical Vector Processor 24th

A Novel Chaining-Based Indirect Addressing Mode in a Vertica...

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24th international conference on Embedded computer Systems: Architectures, modeling, and simulation

作者： Gesper, Sven Koehler, Daniel Gia Bao Thieu Homann, Jasper Meinl, Frank Blume, Holger Paya-Vaya, Guillermo Tech Univ Carolo Wilhelmina Braunschweig Chair Chip Design Embedded Comp Braunschweig Germany Leibniz Univ Hannover Inst Microelect Syst Hannover Germany Robert Bosch GmbH Leonberg Cross Domain Comp Solut Leonberg Germany

ISBN: (纸本)9783031783760;9783031783777

Efficient processing architectures for irregular data patterns require vector element addressing with flexible indices. Therefore, state-of-the-art SIMD vector extensions implement gather and scatter instructions for indexed addressing of data in memory. In vertical vector processors, different data is processed sequentially in parallel lanes and can be exchanged via chaining. This paper proposes an extension of such chaining mechanisms in a vertical vector processor architecture (V2PRO) to flexibly chain not only data but also address offsets between vector lanes. The indirect addressing enables vector access patterns with irregular strides for both register file and memory. The extension has a low hardware overhead of +4.8 % lookup tables and +1.8% registers on a Xilinx Ultrascale+ FPGA. A runtime evaluation for two applications from computer vision, namely Deformable Convolutions and point cloud encoding with PointPillars, demonstrates speedups of at least an order of magnitude with the proposed extension.

关键词： Vector Processor Architecture Indirect Addressing Mode computer Vision Radar Object Detection

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Exploiting GPU computing for effective Agent-Based simulation: initial experiments 33

Exploiting GPU computing for effective Agent-Based simulatio...

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33rd Euromicro international conference on Parallel, Distributed, and Network-Based Processing, PDP 2025

作者： Pennisi, Marzio Franceschinis, Giuliana Baccega, Daniele Pernice, Simone Terrone, Irene Computer Science Institute - DiSIT Università del Piemonte Orientale Alessandria Italy University of Turin Turin Department of Computer Science Italy

ISBN: (纸本)9798331524937

Agent-Based modeling and simulation (ABMS) has been increasingly applied in various research fields, thanks to the capability of these models to describe fine-grained realworld behavior and to the ease of interpretation by domain experts. However, such models lack a formal definition and well-defined semantics that are common to the different tools supporting ABMS. This may occasionally lead to greater complexity in interpreting the results with respect to other modeling approaches. To address this issue, an ABM semantics that adopts a continuous-time approach and a next-event time advance simulation algorithm has been formally defined and presented. Such an approach may lead to high computation times as it requires recalculations of activity rates for all the agents after each event. In this preliminary study, we exploit the FLAME GPU framework to evaluate the benefits that GPU computing may bring to the performance of our simulation algorithm. © 2025 IEEE.

关键词： Program processors

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modeling and simulation of Induction Heating Litz Coil Based on the Litz Wire Loss Model 5

Modeling and Simulation of Induction Heating Litz Coil Based...

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5th IEEE international conference on Power, Electronics and computer Applications, ICPECA 2025

作者： Wang, Shaoze Zhu, Chengbin Lei, Jun Wang, Yunfeng Li, Long Shi, Yan School of Electronic Engineering Xidian University Xi'an China GD Midea Small Domestic Appliances Division Foshan China

ISBN: (纸本)9798331533694

The Litz wire is extensively utilized in the applications of induction heating and wireless power transfer due to its small alternating current (AC) resistance and low loss at high frequency. However, the accurate numerical simulation of Litz wire consumes tremendous computational resources and time owing to its intricate structure of multi-strand twisted in multiple levels, thus posing huge challenges for its design and optimization. To tackle this issue, this study proposes a semi analytical full wave method to highly efficiently simulate the Litz wire. As a demonstration, a planar spiral coil of the induction cooker is simulated and measured. The simulation results demonstrate strong consistency with the measurement, verifying the correctness and effectiveness of the proposed modelling approach. © 2025 IEEE.

关键词： Induction heating

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Algorithm for Distributing Incoming Messages Among Handlers 2nd

Algorithm for Distributing Incoming Messages Among Handlers

引用

2nd international conference on Information Technologies and Their Applications

作者： Zverev, Ivan Zykina, Anna Omsk State Tech Univ 11 Mira Prospect Omsk Russia

ISBN: (纸本)9783031734199;9783031734205

In modern digital world, the amount of information is increasing dramatically. All this information requires immediate processing which can be done by automated systems. To accelerate processing in automated systems, new models, methods and efficient algorithms for their implementation are needed. The article considers the problem of distributing incoming messages to handlers in an automated system of an organization. The classical assignment problem and known methods of its solution are the mathematical basis for solving the problem. A generalization of the assignment problem with invalid combinations of assignments is considered as a model. A solution algorithm is developed and a software product for solving the described problem in the Python language is implemented. Moreover, numerical experiments are carried out to verify the quality of the developed algorithm and check its feasibility. The applied problem posed in this paper is relevant as in terms of its practical application and as the study of the mathematical model of the assignment problem and methods of its solution. The developed algorithm allows us to calculate the system load and regulate the number of handlers in operation. The obtained results can serve as input parameters for the simulation model of the incoming message processing system which will allow experimenting with the load of such a system.

关键词： Assignment Problem Mathematical modeling Distributed Computing Systems Equivalent Transformations simulation modeling Python

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25th international Workshop on Multi-Agent-Based simulation, MABS 2024

25th International Workshop on Multi-Agent-Based Simulation,...

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25th international Workshop on Multi-Agent-Based simulation, MABS 2024

ISBN: (纸本)9783031880162

The proceedings contain 7 papers. The special focus in this conference is on Multi-Agent-Based simulation. The topics include: GENSIMO - A Generic Framework for Modelling Social Insurance Systems;are Low Emission Zones Effective in Reducing Emissions and Ambient Air Pollution?;teaching Agent-Based modeling for Simulating Social Systems – A Research-Based Learning Approach;KEMASS: Knowledge-Enhanced Multi-agent simulation for energy Scheduling Support;inverse Generative Approach for Identifying Agent-Based Models from Stochastic Primitives.

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HeterSim: Enable Flexible simulation for Heterogeneous Distributed Deep Learning Platform

HeterSim: Enable Flexible Simulation for Heterogeneous Distr...

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2024 international conference on Mechatronics and Intelligent Control, ICMIC 2024

作者： Tang, Yinan Zhang, Hongwei Wang, Li Guo, Zhenhua Zhao, Yaqian Li, Rengang IEIT SYSTEM Co. Ltd. Beijing China

ISBN: (数字)9781510686847

ISBN: (纸本)9781510686830

Distributed deep learning has become an essential technique for accelerating deep learning, but its performance is often influenced by the heterogeneous computing nodes and heterogeneous communication networks within the distributed deep learning platform. Due to the high costs of practical deployment and running of distributed deep learning, it is almost impossible for researchers to optimize the training strategy of distributed deep learning tasks in real-world environments. In this paper, we propose HeterSim, a simulator specifically designed for heterogeneous distributed deep learning platforms. HeterSim enables flexible configuration of computing node performance and network connections, and supports to define and simulate distributed deep learning workloads using graph-based representations. HeterSim also allows for the modification of communication strategies in the distributed deep learning process, thereby assisting researchers in validating their designs for distributed deep learning. We verify the feasibility and flexibility of HeterSim, by generating a simulation platform at the scale of millions of nodes, and successfully simulate the distributed deep learning process of Resnet50. We aim to provide HeterSim as a flexible and user-friendly simulator for researchers, targeting heterogeneous distributed deep learning platforms, and helping researchers evaluate and optimize the strategy of distributed deep learning tasks at a lower cost. © 2025 SPIE.

关键词： computer simulations Switches Deep learning Education and training Data modeling modeling Computation time computer architecture Manufacturing Mathematical modeling

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Applications of simulation modeling and computer Visualizations for Studying Structured Crystals for Implementation in Technical Devices 20th

Applications of Simulation Modeling and Computer Visualizati...

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20th EAI international conference on computer Science and Education in computer Science, CSECS 2024

作者： Ivanova, Yoana New Bulgarian University 21 Montevideo Street Sofia1618 Bulgaria

ISBN: (纸本)9783031843112

This paper aims to present an experimental study of structured crystals, which has been realized by the integrated use of software products for assessment and analysis of crystal lattices, as well as the building of their three-dimensional color profiles based on the author’s microscopic images with a view to subsequently importing them into agent-based simulation environment models for visualization of crystal growth. The generated results can contribute to extending previous author’s research, united in a methodology for the optimization of structured crystals for telecommunication and scientific-technological applications, in which the object of the microscopic and simulation studies are the quartz crystals and the possibilities of their implementation in technical devices such as quartz filters and resonators. In the present research the focus is placed on simulation methods for the study of ruby crystals after their preliminary optimization. This approach is justified by their possible applications in laser systems, temperature sensor components of modern 3D printers, and medical devices, which aim to increase the efficiency of industrial processes. © ICST Institute for computer Sciences, Social Informatics and Telecommunications Engineering 2025.

关键词： Ruby

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