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David Pfander, Gregor Daiß and Dirk Pflüger
Clustering is an important task in data mining that has become more challenging due to the ever-increasing size of available datasets. To cope with these big data scenarios, a high-performance clustering approach is required. Sparse grid clustering is a ...
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Javier López-Zambrano, Juan A. Lara and Cristóbal Romero
Authors are encouraged to provide a concise description of the specific application or a potential application of the work. This section is not mandatory.
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William Tang,Bei Wang,Stephane Ethier,Zhihong Lin
Pág. 83 - 97
As HPC R&D moves forward on a variety of ?path to exascale? architectures today, an associated objective is to demonstrate performance portability of discovery-science-capable software. Important application domains, such as Magnetic Fusion Energy ...
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Mirco De Marchi, Francesco Lumpp, Enrico Martini, Michele Boldo, Stefano Aldegheri and Nicola Bombieri
Many modern programmable embedded devices contain CPUs and a GPU that share the same system memory on a single die. Such a unified memory architecture (UMA) allows programmers to implement different communication models between CPU and the integrated GPU...
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Mikel Labayen, Laura Medina, Fernando Eizaguirre, José Flich and Naiara Aginako
The automation of railroad operations is a rapidly growing industry. In 2023, a new European standard for the automated Grade of Automation (GoA) 2 over European Train Control System (ETCS) driving is anticipated. Meanwhile, railway stakeholders are alre...
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Aurelien Bloch, Simone Casale-Brunet and Marco Mattavelli
Developing and fine-tuning software programs for heterogeneous hardware such as CPU/GPU processing platforms comprise a highly complex endeavor that demands considerable time and effort of software engineers and requires evaluating various fundamental co...
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Wei Wang, Xuefeng Hong, Jue Qu, Ning Xu and Tong Chen
A complex command and control task was selected as the test task, which included observing the overall and local situation, the interactive operation and situation display of detection equipment, the erection and launch of air defense equipment, and the ...
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Fatemeh Roshan, Sasan Tavakoli, Simone Mancini and Abbas Dashtimanesh
A tunneled planing craft is a high-speed boat with two tunnels over the hull bottom that are designed to improve the vessel?s performance. Hydrodynamic performance of tunneled planing hulls in calm-water is well-known, however, current information on wav...
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Pedro Rodrigues, Filipe Freitas and José Simão
Serverless computing hides infrastructure management from developers and runs code on-demand automatically scaled and billed during the code?s execution time. One of the most popular serverless backend services is called Function-as-a-Service (FaaS), in ...
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Kenneth Moreland,Matthew Larsen,Hank Childs
Pág. 67 - 75
Researchers face a daunting task to provide scientific visualization capabilities for exascale computing. Of the many fundamental changes we are seeing in HPC systems, one of the most profound is a reliance on new processor types optimized...
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Terry Lucke, Richard White, Peter Nichols and Sönke Borgwardt
Adequate infiltration through Permeable Interlocking Concrete Pavements (PICPs) is critical to their hydraulic and stormwater treatment performance. Infiltration is affected by clogging caused by the trapping of fines in the PICP surface, which, over tim...
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Partha Pratim Ray
This paper explores the relationship between two emerging technologies, WebAssembly (Wasm) and the Internet of Things (IoT). It examines the complementary roles of these technologies and their impact on modern web applications. First, it delves into the ...
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Asmaa Tellabi,Christoph Ruland,Karl Waedt,Abdelbast Sabri
Pág. 329 - 335
Virtualization is a technology that is frequently employed in computers and servers to provide isolation for execution environments, and to support the execution of multiple Operating Systems (OS) on the same hardware platform. In the embedded systems´ w...
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Thomas Sterling,Matthew Anderson,Maciej Brodowicz
Pág. 48 - 68
HPC system design and operation are challenged by the critical requirements for signicant advances in eciency, scalability, user productivity, and performance portability, even at the end of Moore's Law with approaching nano-scale semiconductor technolog...
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Xin Peng, Shaoheng Chun, Benyu Su, Rujun Chen, Shenglan Hou, Chao Xu and Haojie Zhang
Research on the electrical properties of rocks and ores plays a crucial role in the development of geophysical electromagnetism methods. However, currently available instruments suffer from high power consumption, a limited number of electrodes, inaccura...
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Ramin Bayat, Siamak Talatahari, Amir H. Gandomi, Mohammadreza Habibi and Babak Aminnejad
Transportation agencies are primarily responsible for building new roads and maintaining current roads. The main focuses of these agencies are to prioritize maintenance and make significant rehabilitation decisions to handle serious problems facing road ...
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Moreno La Quatra and Luca Cagliero
The emergence of attention-based architectures has led to significant improvements in the performance of neural sequence-to-sequence models for text summarization. Although these models have proved to be effective in summarizing English-written documents...
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Hao-Yi Yang, Zhi-Rong Lin and Ko-Chih Wang
The use of distribution-based data representation to handle large-scale scientific datasets is a promising approach. Distribution-based approaches often transform a scientific dataset into many distributions, each of which is calculated from a small numb...
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Carlos Osuna,Tobias Wicky,Fabian Thuering,Torsten Hoefler,Oliver Fuhrer
Pág. 79 - 97
High-level programming languages that allow to express numerical methods and generate efficient parallel implementations are of key importance for the productivity of domain-scientists. The diversity and complexity of hardware architectures is imposing a...
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Carlos Osuna,Tobias Wicky,Fabian Thuering,Torsten Hoefler,Oliver Fuhrer
Pág. 79 - 97
High-level programming languages that allow to express numerical methods and generate efficient parallel implementations are of key importance for the productivity of domain-scientists. The diversity and complexity of hardware architectures is imposing a...
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