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This important and timely text/reference presents a detailed review of high-performance computing infrastructures for next-generation big data and fast data analytics.  Comprehensively covering a diverse range of computer systems and proven techniques for high-performance big-data analytics, the book also presents case studies, practical guidelines, and best practices for enabling decision-making toward implementing the appropriate computer systems and approaches. Topics and features: Includes case studies and learning activities throughout the book, and self-study exercises at the end of every chapter Presents detailed case studies on social media analytics for intelligent businesses, and on big data analytics in the healthcare sector Describes the network infrastructure requirements for effective transfer of big data, and the storage infrastructure requirements of applications which generate big data Examines real-time analytics solutions, such as machine data analytics and operational analytics Introduces in-database processing and in-memory analytics techniques for data mining Discusses the use of mainframes for handling real-time big data, and the latest types of data management systems for big and fast data analytics Provides information on the use of cluster, grid and cloud computing systems for big data analytics and data-intensive processing Reviews the peer-to-peer techniques and tools, and the common information visualization techniques, used in big data analytics Software engineers, cloud professionals and big data scientists will find this book to be an informative and inspiring read, highlighting the indispensable role data analytics will play in shaping a smart future.

Big data. --- High performance computing. --- Computer networks. --- Electronic data processing. --- Données volumineuses --- Superinformatique --- Réseaux d'ordinateurs --- Informatique --- Telecommunications --- Computer Science --- Engineering & Applied Sciences --- Electrical & Computer Engineering --- Données volumineuses --- Réseaux d'ordinateurs --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- HPC (Computer science) --- Data sets, Large --- Large data sets --- Computer science. --- Microprocessors. --- Computer communication systems. --- Application software. --- Computer Science. --- Computer Communication Networks. --- Information Systems Applications (incl. Internet). --- Computer Appl. in Administrative Data Processing. --- Processor Architectures. --- Electronic data processing --- Cyberinfrastructure --- Supercomputers --- Computers --- Office practice --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Network computers --- Automation --- Distributed processing --- Information systems. --- Informatics --- Science --- Data sets --- Minicomputers --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software

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This volume contains 27 contributions to the Second Russian-German Advanced Research Workshop on Computational Science and High Performance Computing presented in March 2005 at Stuttgart, Germany. The workshop was organized jointly by the High Performance Computing Center Stuttgart (HLRS) and the Russian Institute for Computational Technologies (ICT SB RAS) The contributions range from computer science, mathematics and high performance computing to applications in mechanical and aerospace engineering. They show a wealth of theoretical work and simulation experience with a potential of bringing together theoretical mathematical modelling and usage of high performance computing systems presenting the state of the art of computational technologies.

High performance computing --- Superinformatique --- Congresses. --- Congrès --- High performance computing -- Congresses. --- High performance computing. --- Science -- Data processing -- Congresses. --- Supercomputers. --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- Civil Engineering --- Computer Science --- Electronic data processing --- Engineering. --- Computer simulation. --- Application software. --- Statistical physics. --- Dynamical systems. --- Computational intelligence. --- Fluid mechanics. --- Engineering Fluid Dynamics. --- Computational Intelligence. --- Statistical Physics, Dynamical Systems and Complexity. --- Simulation and Modeling. --- Computer Applications. --- Hydromechanics --- Continuum mechanics --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Dynamical systems --- Kinetics --- Mathematics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Physics --- Statics --- Mathematical statistics --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Construction --- Industrial arts --- Technology --- Statistical methods --- Hydraulic engineering. --- Computer science. --- Complex Systems. --- Statistical Physics and Dynamical Systems. --- Informatics --- Science --- Engineering, Hydraulic --- Engineering --- Fluid mechanics --- Hydraulics --- Shore protection

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This volume contains contributions to the First Kazakh-German Advanced Research Workshop on Computational Science and High Performance Computing presented in September 2005 at Almaty, Kazakhstan. The workshop was organized by the High Performance Computing Center Stuttgart (Stuttgart, Germany), al-Farabi Kazakh National University (Almaty, Kazakhstan) and the Institute of Computational Technologies SB RAS (Novosibirsk, Russia) in the framework of activities of the German-Russian Center for Computational Technologies and High Performance Computing. The contributions range from computer science, mathematics and high performance computing to applications in computational fluid dynamics, combustion and industrial problems. They show a wealth of theoretical work and simulation experience with a potential of bringing together theoretical mathematical modelling and usage of high performance computing systems presenting the state of the art of computational technologies.

High performance computing --- Computer science --- Computational complexity --- Superinformatique --- Informatique --- Complexité de calcul (Informatique) --- Congresses --- Congrès --- Computational complexity -- Congresses. --- Computer science -- Congresses. --- High performance computing -- Congresses. --- Engineering. --- Computer simulation. --- Application software. --- Physics. --- Computational intelligence. --- Fluid mechanics. --- Engineering Fluid Dynamics. --- Simulation and Modeling. --- Computer Applications. --- Theoretical, Mathematical and Computational Physics. --- Computational Intelligence. --- Hydromechanics --- Continuum mechanics --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Construction --- Industrial arts --- Technology --- Hydraulic engineering. --- Computer science. --- Informatics --- Science --- Engineering, Hydraulic --- Engineering --- Fluid mechanics --- Hydraulics --- Shore protection --- Mathematical physics. --- Physical mathematics --- Physics --- Mathematics

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This is the joint post-proceedings of the 6th International Symposium on High Performance Computing (ISHPC-VI) and the First International Workshop on Advanced Low Power Systems 2006 (ALPS2006). The post-proceedings also contain the papers presented at the Second HPF International Workshop: - periences and Progress (HiWEP2005) and the Workshop on Applications for PetaFLOPS Computing (APC2005), which are workshops of ISHPC-VI. ISHPC-VI, HiWEP2005 and APC2005 were held in Nara, Japan during September 7–9, 2005. Fifty-eight papers from 11 countries were submitted to ISHPC-VI. After the reviews of the submitted papers, the ISHPC-VI Program Committee selected 15 regular (12-page) papers for oral presentation. In ad- tion, several other papers with favorable reviews were recommended for poster presentation, and 14 short (8-page) papers were also selected. Twenty-eight papers out of 29 ISHPC-VI papers are contained in the post-proceedings. Hi- WEP2005 and APC2005 received eight and ten submissions, with six and eight papers being accepted for oral presentation after reviews, respectively. All the HiWEP2005 and APC2005 papers are included in the post-proceedings. ALPS2006 was held in Cairns, Australia on July 1, 2006 in conjunction with the ACM 20th International Conference on Supercomputing. The number of submitted papers was 15, and eight papers were accepted for oral presentation. The post-proceedings contain six of the eight papers.

High performance computing --- Superinformatique --- Congresses. --- Congrès --- Computer Science --- Engineering & Applied Sciences --- Information Technology --- Computer Science (Hardware & Networks) --- Computer science. --- Microprocessors. --- Computer programming. --- Software engineering. --- Algorithms. --- Computer science --- Computer simulation. --- Computer Science. --- Processor Architectures. --- Programming Techniques. --- Software Engineering. --- Algorithm Analysis and Problem Complexity. --- Mathematics of Computing. --- Simulation and Modeling. --- Mathematics. --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Algorism --- Algebra --- Arithmetic --- Computer software engineering --- Engineering --- Computers --- Electronic computer programming --- Electronic digital computers --- Programming (Electronic computers) --- Coding theory --- Minicomputers --- Informatics --- Science --- Mathematics --- Foundations --- Programming --- Computer software. --- Software, Computer --- Computer systems --- Computer science—Mathematics. --- Advanced low power systems --- ISHPC --- ALPS --- Computer architecture. --- Computer Modelling. --- Architecture, Computer

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This volume contains contributions to the Russian-German Advanced Research Workshop on Computational Science and High Performance Computing as presented in September 2003 at Novosibirsk (Academgorodok), Russia. The workshop was organized jointly by the German High Performance Computing Center Stuttgart (HLRS) and the Russian Institute for Computational Technologies (ICT SB RAS). The contributions range from computer science, mathematics and high performance computing to applications in mechanical and aerospace engineering. They bring together a wealth of theoretical work and simulation experience and thus show the potential of bringing together theoretical mathematical modelling with the usage of powerful high performance computing systems and present the state of the art of computational technologies.

High performance computing --- Superinformatique --- Congresses. --- Congrès --- Computer science -- Mathematics. --- High performance computing -- Congresses. --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- Civil Engineering --- Computer Science --- Engineering. --- Artificial intelligence. --- Computer simulation. --- Physics. --- Computational intelligence. --- Fluid mechanics. --- Electrical engineering. --- Engineering Fluid Dynamics. --- Communications Engineering, Networks. --- Artificial Intelligence (incl. Robotics). --- Computational Intelligence. --- Theoretical, Mathematical and Computational Physics. --- Simulation and Modeling. --- Electric engineering --- Engineering --- Hydromechanics --- Continuum mechanics --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Construction --- Industrial arts --- Technology --- Hydraulic engineering. --- Telecommunication. --- Artificial Intelligence. --- Electric communication --- Mass communication --- Telecom --- Telecommunication industry --- Telecommunications --- Communication --- Information theory --- Telecommuting --- Engineering, Hydraulic --- Fluid mechanics --- Hydraulics --- Shore protection --- Mathematical physics. --- Physical mathematics --- Physics --- Mathematics --- Electronic data processing.