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international conference and exhibition on high-performance computing and networking, HPCN 1994

International Conference and Exhibition on High-Performance ...

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international conference and exhibition on high-performance computing and networking, HPCN 1994

ISBN: (纸本)9783540579816

The proceedings contain 161 papers. The special focus in this conference is on high-performance computing and networking. The topics include: high performance computing and networking for numerical weather prediction;high performance computing and networking as base element of the environmental information system UIS of Baden-Württemberg;high speed networking for the research community in Europe;parallel knowledge processing in open networks;distributed file caching in parallel architectures utilizing high speed networks;application fundamentals of distributed, high-performance computing and networking systems;networking perspectives for collaborative supercomputing in European aerospace research and industry;future aerospace working scenarios using high speed networks and supercomputers applied to flow simulation for complete aircraft;a software environment for cooperative simulation and visualization in the aerospace field;implementation of visualization tools in a distributed environment;European HPC competitiveness centres for industry;an open high-performance computing infrastructure in industry;a catalog of classifying characteristics for massively parallel computers;building a parallel computing environment from heterogenous resources;a distributed computing center software for the efficient use of parallel computer systems;cluster management software for open object oriented systems;transmission rates and performance of a network of computers;evaluation of parallel operating systems;recent developments in hybrid cg methods;the preconditioned conjugate gradient method on distributed memory systems;communication cost reduction for krylov methods on parallel computers and optimisations for the memory hierarchy of a singular value decomposition algorithm implemented on the MIMD architecture.

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international conference and exhibition on high-performance computing and networking, 1995

International Conference and Exhibition on High-Performance ...

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international conference and exhibition on high-performance computing and networking, HPCN Europe 1995

ISBN: (纸本)9783540593935

The proceedings contain 153 papers. The special focus in this conference is on Parallel Programming and Tools. The topics include: Exploiting massively parallel architectures for the solution of diffusion and propagation problems;summarising an experiment in parallel programming language design;language, compiler and parallel database support for I/O intensive applications;using optimistic execution techniques as a parallelisation tool for general purpose computing;system management tools for SHPC systems;multi-operation multi-machine scheduling;a PVM tool for automatic test generation on parallel and distributed systems;obtaining high performance data transmission in the internet;parallel processing on heterogeneous networks for GIS applications;block loss reduction in ATM networks;characterizing the resource demands of TCP/IP;implementing communication latency hiding in high-latency computer networks;modeling speedup of SPMD applications on the lntel paragon;a hierarchical approach to workload characterization for parallel systems;performance analysis of cray t3d and connection machine CM-5;numerically intensive computing as a benchmark for parallel computer architectures;a preliminary performance evaluation of the quadrics architecture with the DARPA image understanding benchmark;an integrated approach to performance and testing analysis for parallel systems;structured parallelisation of the flow simulation package TRIWAQ;high-performance computing and networking for climate research;parallel solution strategies for triangular systems arising from oil reservoir simulations;parallelisation of surface-related multiple elimination;a parallel semi-implicit method for 3D nonlinear magnetohydrodynamics and the pandore data-parallel compiler and its portable runtime.

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international conference and exhibition on high-performance computing and networking, HPCN EUROPE 1996

International Conference and Exhibition on High-Performance ...

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international conference and exhibition on high-performance computing and networking, HPCN EUROPE 1996

ISBN: (纸本)9783540611424

The proceedings contain 174 papers. The special focus in this conference is on high performance computing and networking. The topics include: Parallel reservoir simulation based on domain decomposition techniques;porting and parallel performance of the industrial CFD code music;parallelisation of a oil reservoir simulation;real industrial HPC applications;parallelisation of the swan surface wave analysis code;porting a commercial finite difference time domain electromagnet to a parallel architecture machine;porting on parallel platforms of a tool for simulating the effects of lightning strokes on telecommunication buildings;a comparison preliminary results about performances and accuracy on SIMD am architectures;on the use of parallel finite difference time-domain methods in the modelling of bioelectromagnetic problems;a comparison of parallel paradigms applied to an industrial code;migration onto parallel platforms;experiences and achievements with the parallelization of a large finite element system;parallel industrial fluid dynamics and structural mechanics codes;towards real CFD simulations on parallel computers in the aeronautic automotive industry;parallel computing for CFD applications in the automotive industry;parallelisation and performance evaluation of the aeronautical CFD flow code ESAUNA;parallel industrial incompressible CFD calculations with hpcn3s;experience with parallel computing for the design of transport aerospatiale;interactive anomaly detection in large transaction history databases;the system management of the ICL GOLDRUSH parallel database server and parallel data mining for very large relational databases.

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international conference and exhibition on high-performance computing and networking, HPCN 1994

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international conference and exhibition on high-performance computing and networking, HPCN 1994

ISBN: (纸本)9783540579809

The proceedings contain 161 papers. The special focus in this conference is on high-performance computing and networking. The topics include: Information processing and opportunities for HPCC use in industry;simulation of metal forming processes with respect to MPP-systems;high image quality rendering on scalable parallel systems;parallel processing in high integrity aircraft engine control;an embedded solution using high performance computing for cost effective on-line real-time monitoring of industrial processes;communication requirements in parallel crashworthiness simulation;solving large-scale nonnormal Eigenproblems in the aeronautical industry using parallel BLAS;parallel techniques for large-scale nonlinear network optimization;experiences concerning the parallelization of the finite element code smart;three-dimensional simulation of semiconductor devices;a distributed automatic test pattern generation system;distributed logic simulation a test environment for the evaluation of different approaches;modelling hierarchy as guideline for parallel simulation;large implicit finite element simulations of time-dependent incompressible flows on scalable parallel systems;parallel simulation of reacting flows using detailed chemistry;unstructured computational fluid dynamics on massively-parallel SIMD-systems;an advanced parallel multiblock code for the solution of 2D flow-fields;parallel multigrid results for Euler equations and grid partitioning into a large number of blocks;parallel distributed implementations of 2D explicit Euler solvers;parallelization of a 3D multi-block Navier-stokes flow solver on a distributed memory MIMD machine;object oriented simulation software for drug design and parallel molecular dynamics simulation of commercial surfactants.

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international conference and exhibition on high-performance computing and networking, HPCN Europe 1998

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international conference and exhibition on high-performance computing and networking, HPCN 1998

ISBN: (纸本)3540644431

The proceedings contain 141 papers. The special focus in this conference is on General Applications, Computational Science, Computer Science and Posters. The topics include: Competence management in engineering environments with HPCN;high performance neurocomputing;an intranet solution for geographically dispersed educational centres;software tools for telemedicine applications;high performance road vehicle optimized aerodynamic design;parallel simulation of turbulent fluid flow in a mixing tank;atmospheric data assimilation on distributed-memory parallel supercomputers;a barotropic global ocean model and its parallel implementation on unstructured grids;distributed engineering systems in coastal zone management;parallel implementation of a meteorological model on a SIMD architecture;parallel lattice-Boltzmann simulation of fluid flow in centrifugal elutriation chambers;implementation of a bi-parallel Monte Carlo device simulation on two architectures;parallel plasma simulation in high performance Fortran;evaluations of HPF for practical scientific algorithms on t3e;data parallel simulations of the magnetohydrodynamics of plasma loops;parallel HPF-MPI implementation of the TBSCM Poisson solver;efficient distributed execution of computationally intensive tasks;on the effectiveness of different diffusive load balancing policies in dynamic applications;load balancing and locality in hierarchical n-body algorithms on distributed memory architectures;a dynamic task distribution and engine allocation strategy for distributed execution of logic programs;scheduling strategy to improve response time for web applications;mechanisms for global processor and memory management on a now and parallelization of NAS benchmarks for shared memory multiprocessors.

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Multi-Controller Architecture Design and Features in Software - Defined networking (SDN) 6

Multi-Controller Architecture Design and Features in Softwar...

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6th international conference on Mobile computing and Sustainable Informatics, ICMCSI 2025

作者： Prabhu, V. Balamurugan, P. Department of Computer Science and Engineering School of Computing College of Engineering and Technology SRM Institute of Science and Technology Kattankulathur Tamilnadu Chengalpattu603 203 India Department of Networking and Communications School of Computing College of Engineering and Technology SRM Institute of Science and Technology Kattankulathur Tamilnadu Chengalpattu603 203 India

ISBN: (纸本)9798331522667

networking paradigm known as "Software-Defined networking" (SDN) offers more flexibility with network management and is fast gaining popularity. Separating the control plane from the data plane is largely responsible for this success. In SDN-enabled networks, a centralized controller is used to translate high-level network application requirements into low-level directives that are issued to the forwarding devices. Such the controller requires limited ability to react to the request for flow processing generated by forwarding devices. Whenever an SDN-enabled network expands in terms of size or as a network traffic rises, flow processing demands can’t be able to fulfill by a single centralized controller. This causes a controller's performance to decline, which eventually results in a malfunctioning SDN-enabled network. Implementing a multi-controller architecture, in which a number of controllers cooperate to manage a sizable amount of network traffic and flow processing requirements, would be a successful strategy. The introduction of a multi-controller architecture and a consideration of the problems with its scalability, coherence as well as accessibility make up the core contribution of this study. Additionally, it identifies areas where study in this area could still be done. © 2025 IEEE.

关键词： Scalability

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Enhanced Coffee Bean Defect Detection Using Super-Resolution GANs and Deep Learning 2

Enhanced Coffee Bean Defect Detection Using Super-Resolution...

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2nd international conference on Computational Intelligence, Communication Technology and networking, CICTN 2025

作者： Prabu, S. Thanigaivelu, P.S. Poonkodi, S. Anand, M. Department of Computing Technologies School of Computing SRM Institute of Science and Technology Kattankulathur TamilNadu Chennai603203 India

ISBN: (纸本)9798331530389

Image Super-Resolution (SR) is a key challenge in computer vision, focusing on enhancing low-resolution images while preserving details. This paper presents a novel method using Generative Adversarial Networks (GANs) for improving image quality, specifically targeting coffee bean defect detection. The proposed SR-GAN model includes a generator that upscales low-resolution inputs and a discriminator that differentiates between generated high-resolution images and real ones. Trained on a coffee bean dataset, the model optimizes loss functions to balance perceptual quality and fidelity, capturing subtle defects like cracks and discolorations. Enhanced images are processed by two Convolutional Neural Networks (CNNs): one identifies broad defect categories, such as defective black beans, brown beans, broken beans and non-defective high-quality beans. This layered approach ensures more precise defect identification and classification, overcoming limitations of previous methods that struggled with subtle defects. performance evaluations show that SR-GAN and CNN significantly outperforms existing models in resolution enhancement and classification accuracy, offering a robust solution for improving quality control in coffee production. © 2025 IEEE.

关键词： Convolutional neural networks

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A QoS and Load Balancing Predictive Model Based on LSTM and Random Forest Regression in SDN: A Rest API Approach 4th

A QoS and Load Balancing Predictive Model Based on LSTM and ...

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4th international conference on Data and Information in Online Environments

作者： Ansari, Muhammad Salman Zhang, JianXun Shaban Tianjin Univ Technol & Educ Tianjin Peoples R China Univ Elect Sci & Technol Chengdu Peoples R China

ISBN: (纸本)9783031807121;9783031807138

Fog computing, Software Define networking, RESTful API and Machine Learning are new technologies in the area of ICT as well as in networking. Fog computing brought high performance computing at the edge of network and Software Defined networking. As we intended to head towards QoS and Load balancing in SDN. In this work we cover an initial segment which is Machine leaning model implementation on a network traffic information to predict future outcomes for traffic flow. Meanwhile, in comprehensive research we intended to reduce network congestion, jitter, QoS and load balancing by learning past traffic flow information. As well as, we aim to improve maximum utilization of link-bandwidth. Through RESTful API of SDN, we can embed Machine learning based prediction model to the network server which can modify the network policies by learning from past experiences. In this paper, we proposed a QoS and load balancing framework. A Server and SDN based application for network monitoring, management and controlling the policies over network gateway for better performance in regard of traffic flow. Experiment result shows that implementation of Machine learning over network traffic flow information immensely important for new emerging technologies. The evaluation results of Machine learning model we implemented in this work depicts that model performs well. Meanwhile the model improves by increasing with the number of epochs.

关键词： Machine Learning in networking SDN RESTful API QoS and Load balancing

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User-based I/O Profiling for Leadership Scale HPC Workloads 25

User-based I/O Profiling for Leadership Scale HPC Workloads

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26th international conference on Distributed computing and networking, ICDCN 2025

作者： Yazdani, Ahmad Hossein Paul, Arnab K. Karimi, Ahmad Maroof Wang, Feiyi Butt, Ali Virginia Tech BlacksburgVA United States BITS Pilani KK Birla Goa India Oak Ridge National Laboratory Oak RidgeTN United States

ISBN: (纸本)9798400710629

I/O constitutes a significant portion of most of the application run-time. Spawning many such applications concurrently on an HPC system leads to severe I/O contention. Thus, understanding and subsequently reducing I/O contention induced by such multi-tenancy is critical for the efficient and reliable performance of the HPC system. In this study, we demonstrate that an application's performance is influenced by the command line arguments passed to the job submission. We model an application's I/O behavior based on two factors: past I/O behavior within a time window and user-configured I/O settings via command-line arguments. We conclude that I/O patterns for well-known HPC applications like E3SM and LAMMP are predictable, with an average uncertainty below 0.25 (A probability of 80%) and near zero (A probability of 100%) within a day. However, I/O pattern variance increases as the study time window lengthens. Additionally, we show that for 38 users and at least 50 applications constituting approximately 93000 job submissions, there is a high correlation between a submitted command line and the past command lines made within 1 to 10 days submitted by the user. We claim the length of this time window is unique per user. © 2025 Copyright held by the owner/author(s).

关键词： high performance computing

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Byte vSwitch: A high-performance Virtual Switch for Cloud networking 25

Byte vSwitch: A High-Performance Virtual Switch for Cloud Ne...

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20th European conference on Computer Systems, EuroSys 2025, co-located 30th ACM international conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2025

作者： Wang, Xin Li, Deguo Wang, Zhihong Jiang, Lidong Wen, Shubo Kang, Daxiang Arslan, Engin He, Peng Qian, Xinyu Niu, Bin Pi, Jianwen Ding, Xiaoning Lin, Ke Luo, Hao ByteDance Inc China

ISBN: (纸本)9798400711961

Virtual switch is a fundamental component of cloud computing as it provides core networking functionalities for VMs and containers. Open vSwitch (OVS) is widely adopted in cloud environments due to its open-source nature, programmability, and rich set of features. At ByteDance, we initially adopted OVS in our public cloud, but as our cloud business grew, its generic design along with its complex code-base quickly became obstacles to improvements. Hence, we developed Byte vSwitch (BVS), a high-performance virtual switch that was specifically designed to address the performance, scalability, serviceability, and operational efficiency needs of our cloud services. More specifically, BVS adopts a simple architecture with an optimized hash table to maximize forwarding performance. In addition, we introduced several optimizations to improve BVS scalability, operability, and serviceability in cloud environments. Our evaluations show that BVS achieves up to 3.3× higher PPS and 25% lower latency compared to OVS. BVS has been deployed at scale across all regions of the ByteDance public cloud for over four years, and this paper presents our experience in designing, deploying, and operating BVS in production. © 2025 Copyright held by the owner/author(s).

关键词： Cloud platforms

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