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41
Dynamic communication performance of a hierarchical torus network under non-uniform traffic patterns
Published 2004“…Interconnection networks play a crucial role in the performance of massively parallel computers. Hierarchical interconnection networks provide high performance at low cost by exploring the locality that exists in the communication patterns of massively parallel computers. …”
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Article -
42
A Note on Massively Parallel Implementation of FETI for the Solution of Contact Problems
Published 2017-01-01“…The paper deals with the solution of large multibody contact problems using massively parallel computers and domain decomposition methods. …”
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Article -
43
A family of reconfigurable neurocomputers for the "intelligent factory"
Published 1992“…The neural network simulation plallorm provided by a family of Reconfigurable Machines (RM) suitable for massively parallel computations is presented in this paper. The RM family of neurocomputers range from a single board system capable (of providing supercomputer power to more elaborate systems suitable for very complex real time neural computation. …”
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Proceeding Paper -
44
On the Fine-Grain Decomposition of Multicommodity Transportation Problems
Published 2004“…Hence, a fine-grain decomposition scheme is developed that is suitable for massively parallel computer architectures of the SIMD (i.e., single instruction stream, multiple data stream) class. …”
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Working Paper -
45
The Parallelized Large-Eddy Simulation Model (PALM) version 4.0 for atmospheric and oceanic flows: model formulation, recent developments, and future perspectives
Published 2015-08-01“…PALM is optimized for use on massively parallel computer architectures and was recently ported to general-purpose graphics processing units. …”
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46
Accurate and Efficient Dynamic Simulations of Ferroelectric Based Electron Devices
Published 2021“…Furthermore, the persistence of ferroelectricity in ultra-thin ferroelectric layers paved the way to ferroelectric tunnelling junctions [6], where a polarization dependent tunneling current can be exploited to realize high impedance memristors, amenable for ultra power-efficient and thus massive parallel computation.…”
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Article -
47
Toward an Automated-Algebra Framework for High Orders in the Virial Expansion of Quantum Matter
Published 2022-01-01“…The methods are computational but non-stochastic, thus avoiding statistical effects; they are also for the most part analytic, not numerical, and amenable to massively parallel computer architectures. We show formalism and results for coefficients characterizing the thermodynamics (pressure, density, energy, static susceptibilities) of homogeneous and harmonically trapped systems and explain how to generalize them to other observables such as the momentum distribution, Tan contact, and the structure factor.…”
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48
A Near-Optimal Parallel Algorithm for Joining Binary Relations
Published 2022-05-01“…We present a constant-round algorithm in the massively parallel computation (MPC) model for evaluating a natural join where every input relation has two attributes. …”
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49
Neuromorphic computing based on halide perovskites
Published 2023“…Neuromorphic computing requires electronic systems that can perform massively parallel computational tasks with low energy consumption. …”
Article -
50
PageRank Implemented with the MPI Paradigm Running on a Many-Core Neuromorphic Platform
Published 2021-05-01“…To this end, the platform features massively parallel computation and an efficient communication infrastructure based on the transmission of small packets. …”
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51
A Comprehensive Survey of Recent Trends in Cloud Robotics Architectures and Applications
Published 2018-08-01“…Cloud computing empowers robots by offering them faster and more powerful computational capabilities through massively parallel computation and higher data storage facilities. …”
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52
A Multi-Phase Based Multi-Application Mapping Approach for Many-Core Networks-on-Chip
Published 2021-05-01“…More and more attention is being paid to the use of massive parallel computing performed on many-core Networks-on-Chip (NoC) in order to accelerate performance. …”
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Article -
53
Deep Fisher networks for large-scale image classification
Published 2013“…As massively parallel computations have become broadly available with modern GPUs, deep architectures trained on very large datasets have risen in popularity. …”
Conference item -
54
FOCUS: fast Monte Carlo approach to coherence of undulator sources
Published 2023-01-01“…The core structure of the code, which is written in the language C++ accelerated with CUDA, combines an analytical description of the emitted electric fields and massively parallel computations on GPUs. The combination is rigorously justified by a statistical description of synchrotron radiation based on a Fourier optics approach. …”
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Article -
55
A GPU-accelerated parallel shooting algorithm for analysis of radio frequency and microwave integrated circuits
Published 2014“…The resulting periodic Arnoldi shooting method is very amenable for massive parallel computing, such as GPUs. Second, the periodic Arnoldi-based GMRES solver in the shooting-Newton method is parallelized on the recent NVIDIA Tesla GPU platforms. …”
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Journal Article -
56
Multi-scale computational modelling in biology and physiology.
Published 2008“…As even more complex models are developed over the coming few years, it will be necessary to develop new methods to model them (in particular in coupling across the interface between stochastic and deterministic processes) and new techniques will be required to compute their solutions efficiently on massively parallel computers. We outline how we envisage these developments occurring.…”
Journal article -
57
Unconstraint assignment problem : a molecular computing approach
Published 2006“…During the massively parallel computation in atest tube, a series of bio-molecular reactions are employed and the output encoded also by DNA molecules can be printed andread out by electrophoretical fluorescent method. …”
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58
Simulation of a novel multiprocessor system based on dataflow principles
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Thesis -
59
MemCA: All-Memristor Design for Deterministic and Probabilistic Cellular Automata Hardware Realization
Published 2023-01-01“…Inspired by the behavior of natural systems, Cellular Automata (CA) tackle the demanding long-distance information transfer of conventional computers by the massive parallel computation performed by a set of locally-coupled dynamical nodes. …”
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60
TCN enhanced novel malicious traffic detection for IoT devices
Published 2022-12-01“…Time Convolutional Network (TCN) is a high-speed neural network suitable for massively parallel computation. In this paper, we propose Multi-class S-TCN, an improved network supporting multiple classifications based on TCN for the practical needs of IoT scenarios. …”
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Article