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High-Performance Modelling and Simulation for Big Data Applications, Joanna Ko?odziej; Horacio Gonz?lez-V?lez


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Автор: Joanna Ko?odziej; Horacio Gonz?lez-V?lez
Название:  High-Performance Modelling and Simulation for Big Data Applications
ISBN: 9783030162719
Издательство: Springer
Классификация:




ISBN-10: 3030162710
Обложка/Формат: Soft cover
Страницы: 352
Вес: 0.56 кг.
Дата издания: 2019
Серия: Theoretical Computer Science and General Issues
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 55 illustrations, color; 8 illustrations, black and white; xiv, 352 p. 63 illus., 55 illus. in color.
Размер: 234 x 156 x 19
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Selected Results of the COST Action IC1406 cHiPSet
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project.Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and accuracy have become essential to predict and analyse natural and complex systems in science and engineering. When their level of abstraction raises to have a better discernment of the domain at hand, their representation gets increasingly demanding for computational and data resources.On the other hand, High Performance Computing typically entails the effective use of parallel and distributed processing units coupled with efficient storage, communication and visualisation systems to underpin complex data-intensive applications in distinct scientific and technical domains.It is then arguably required to have a seamless interaction of High Performance Computing with Modelling and Simulation in order to store, compute, analyse, and visualise large data sets in science and engineering. Funded by the European Commission, cHiPSet has provided a dynamic trans-European forum for their members and distinguished guests to openly discuss novel perspectives and topics of interests for these two communities. This cHiPSet compendium presents a set of selected case studies related to healthcare, biological data, computational advertising, multimedia, finance, bioinformatics, and telecommunications.
Дополнительное описание: Why High-Performance Modelling and Simulation for Big Data Applications Matters.- Parallelization of hierarchical matrix algorithms for electromagnetic scattering problems.- Tail Distribution and Extreme Quantile Estimation using Non-Parametric Approaches


Predicting Information Retrieval Performance

Автор: Robert M. Losee
Название: Predicting Information Retrieval Performance
ISBN: 1681734745 ISBN-13(EAN): 9781681734743
Издательство: Mare Nostrum (Eurospan)
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Цена: 61910.00 T
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Описание: Within the constraints of alien control or influence, it is argued, cultural and organisational barriers have consistently allowed a wide range of initiative to African leaders and communities in a creative and flexible adjustment to new and unfamiliar demands. Exploration of this African initiative in various contexts suggests a complex, fascinating pattern of cultural and structural interaction.

Predicting Information Retrieval Performance

Автор: Robert M. Losee
Название: Predicting Information Retrieval Performance
ISBN: 1681734729 ISBN-13(EAN): 9781681734729
Издательство: Mare Nostrum (Eurospan)
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Цена: 41580.00 T
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Описание: Information Retrieval performance measures are usually retrospective in nature, representing the effectiveness of an experimental process. However, in the sciences, phenomena may be predicted, given parameter values of the system. After developing a measure that can be applied retrospectively or can be predicted, performance of a system using a single term can be predicted given several different types of probabilistic distributions. Information Retrieval performance can be predicted with multiple terms, where statistical dependence between terms exists and is understood. These predictive models may be applied to realistic problems, and then the results may be used to validate the accuracy of the methods used. The application of metadata or index labels can be used to determine whether or not these features should be used in particular cases. Linguistic information, such as part-of-speech tag information, can increase the discrimination value of existing terminology and can be studied predictively.This work provides methods for measuring performance that may be used predictively. Means of predicting these performance measures are provided, both for the simple case of a single term in the query and for multiple terms. Methods of applying these formulae are also suggested.

High Performance Computing Systems and Applications

Автор: Robert D. Kent; Todd W. Sands
Название: High Performance Computing Systems and Applications
ISBN: 1402073895 ISBN-13(EAN): 9781402073892
Издательство: Springer
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Цена: 153720.00 T
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Описание: Contains refereed papers from the 15th Annual Symposium on High Performance Computing. This book features these papers that cover both fundamental and applied topics in HPC: parallel algorithms, distributed systems and architectures, distributed memory and performance, high level applications, tools and solvers, and more.

High-Performance Computing Applications in Numerical Simulation and Edge Computing

Автор: Changjun Hu; Wen Yang; Congfeng Jiang; Dong Dai
Название: High-Performance Computing Applications in Numerical Simulation and Edge Computing
ISBN: 981329986X ISBN-13(EAN): 9789813299863
Издательство: Springer
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Цена: 55890.00 T
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Описание: This book constitutes the referred proceedings of two workshops held at the 32nd ACM International Conference on Supercomputing, ACM ICS 2018, in Beijing, China, in June 2018. This volume presents the papers that have been accepted for the following workshops: Second International Workshop on High Performance Computing for Advanced Modeling and Simulation in Nuclear Energy and Environmental Science, HPCMS 2018, and First International Workshop on HPC Supported Data Analytics for Edge Computing, HiDEC 2018.

The 20 full papers presented during HPCMS 2018 and HiDEC 2018 were carefully reviewed and selected from numerous submissions. The papers reflect such topics as computing methodologies; parallel algorithms; simulation types and techniques; machine learning.

Analytical Performance Modeling for Computer Systems

Автор: Y.C. Tay
Название: Analytical Performance Modeling for Computer Systems
ISBN: 1681733897 ISBN-13(EAN): 9781681733890
Издательство: Mare Nostrum (Eurospan)
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Цена: 72070.00 T
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Описание: Engineering mechanics is one of the fundamental branches of science that is important in the education of professional engineers of any major. Most of the basic engineering courses, such as mechanics of materials, fluid and gas mechanics, machine design, mechatronics, acoustics, vibrations, etc. are based on engineering mechanics courses. In order to absorb the materials of engineering mechanics, it is not enough to consume just theoretical laws and theorems—a student also must develop an ability to solve practical problems. Therefore, it is necessary to solve many problems independently. This book is a part of a four-book series designed to supplement the engineering mechanics courses. This series instructs and applies the principles required to solve practical engineering problems in the following branches of mechanics: statics, kinematics, dynamics, and advanced kinetics. Each book contains between 6 and 8 topics on its specific branch and each topic features 30 problems to be assigned as homework, tests, and/or midterm/final exams with the consent of the instructor. A solution of one similar sample problem from each topic is provided.This first book contains seven topics of statics, the branch of mechanics concerned with the analysis of forces acting on construction systems without an acceleration (a state of the static equilibrium). The book targets the undergraduate students of the sophomore/junior level majoring in science and engineering.

Analytical Performance Modeling for Computer Systems

Автор: Y.C. Tay
Название: Analytical Performance Modeling for Computer Systems
ISBN: 1681733919 ISBN-13(EAN): 9781681733913
Издательство: Mare Nostrum (Eurospan)
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Цена: 92400.00 T
Наличие на складе: Невозможна поставка.
Описание: Engineering mechanics is one of the fundamental branches of science that is important in the education of professional engineers of any major. Most of the basic engineering courses, such as mechanics of materials, fluid and gas mechanics, machine design, mechatronics, acoustics, vibrations, etc. are based on engineering mechanics courses. In order to absorb the materials of engineering mechanics, it is not enough to consume just theoretical laws and theorems—a student also must develop an ability to solve practical problems. Therefore, it is necessary to solve many problems independently. This book is a part of a four-book series designed to supplement the engineering mechanics courses. This series instructs and applies the principles required to solve practical engineering problems in the following branches of mechanics: statics, kinematics, dynamics, and advanced kinetics. Each book contains between 6 and 8 topics on its specific branch and each topic features 30 problems to be assigned as homework, tests, and/or midterm/final exams with the consent of the instructor. A solution of one similar sample problem from each topic is provided.This first book contains seven topics of statics, the branch of mechanics concerned with the analysis of forces acting on construction systems without an acceleration (a state of the static equilibrium). The book targets the undergraduate students of the sophomore/junior level majoring in science and engineering.

High Performance Computing Systems and Applications

Автор: Douglas J. K. Mewhort; Natalie M. Cann; Gary W. Sl
Название: High Performance Computing Systems and Applications
ISBN: 3642126588 ISBN-13(EAN): 9783642126581
Издательство: Springer
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Цена: 83850.00 T
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Описание: Constitutes the refereed post-conference proceedings of the 23rd International Symposium on High Performance Computing Systems and Applications, HPCS 2009, held in Kingston, Canada, in June 2009.

High Performance Computing and Applications

Автор: Wu Zhang; Zhangxin Chen; Craig C. Douglas; Weiqin
Название: High Performance Computing and Applications
ISBN: 3642118410 ISBN-13(EAN): 9783642118418
Издательство: Springer
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Цена: 97820.00 T
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High Performance Scientific Computing Using Distributed Infrastructures: Results And Scientific Applications Derived From The Italian Pon Recas Project

Автор: Merola Leonardo Et Al
Название: High Performance Scientific Computing Using Distributed Infrastructures: Results And Scientific Applications Derived From The Italian Pon Recas Project
ISBN: 9814759708 ISBN-13(EAN): 9789814759700
Издательство: World Scientific Publishing
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Цена: 173190.00 T
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Описание:

This book aims to provide a deep look into Italian actions taken in some fields of science and high performance computing (HPC), and the Italian effort to bridge the HPC gap with respect to Europe. The Italian PON ReCaS Project is written for graduate readers and professionals in the field of high performance computing. It presents and discusses innovative and important technological solutions, and describes interesting results in various fields of application.

ReCaS stands for "Rete di Calcolo per SuperB e altre applicazioni" and is a computing network infrastructure in Southern Italy devoted to scientific and non-scientific applications within the vision of a common European infrastructure for computing, storage and network. The ReCaS project is part of the 2007-2013 European Union strategy, and was funded by the Italian Ministry of Research and Education (MIUR) for the development and enhancement of a distributed computing infrastructure of the Grid/Cloud type over the four EU 'Convergence' regions in Southern Italy: Campania, Puglia and Sicily and Calabria.

The network will be open and accessible to all researchers, public and private, and will be characterized by unprecedented computing power and storage capacity. Posted in the European Grid Infrastructure EGI, ReCaS is also an opportunity to the countries of the Mediterranean area and extends the potential of the current network.


High Performance Computer Applications

Автор: Isidoro Gitler; Jaime Klapp
Название: High Performance Computer Applications
ISBN: 3319322427 ISBN-13(EAN): 9783319322421
Издательство: Springer
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Цена: 76400.00 T
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Описание: This bookconstitutes the refereed proceedings of the 6th International Conference onSupercomputing, ISUM 2015, held in Mexico, Mexico, in March 2015.The 38revised full papers presented were carefully reviewed and selected from 102submissions.

High Performance Computing Systems and Applications

Автор: Andrew Pollard; Douglas J.K. Mewhort; Donald F. We
Название: High Performance Computing Systems and Applications
ISBN: 0792377745 ISBN-13(EAN): 9780792377740
Издательство: Springer
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Цена: 181670.00 T
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Описание: Contains papers from the 13th Annual Symposium on High Performance Computing, held in Kingston, Canada, in June 1999. This book presents research in HPC architectures, distributed and shared memory performance, and algorithms and solvers.

High Performance Computing Systems and Applications

Автор: Jonathan Schaeffer
Название: High Performance Computing Systems and Applications
ISBN: 0792383400 ISBN-13(EAN): 9780792383406
Издательство: Springer
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Цена: 186290.00 T
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Описание: Major advances in computing are occurring at an ever-increasing pace. This is especially so in the area of high performance computing (HPC), where today`s supercomputer is tomorrow`s workstation. This book is a record of HPCS`98, the 12th annual Symposium on High Performance Computing Systems and Applications.


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