Parallel processing and applied mathematics : 12th International Conference, PPAM 2017, Lublin, Poland, September 10-13, 2017, Revised selected papers.: 12th International Conference, PPAM 2017, Lublin, Poland, September 10-13, 2017, Revised selected papers. Part I (2018)

• Record Type: Book
• Other Titles: PPAM 2017
• Further Information: Note: Roman Wyrzykowski, Jack Dongarra, Ewa Deelman, Konrad Karczewski (eds.).
• Editors: Wyrzykowski, Roman; Dongarra, J. J; Deelman, Ewa; Karczewski, Konrad
• Other Names: PPAM (Conference), 12th
• Contents: Numerical Algorithms and Parallel Scientific Computing -- Advances in Incremental PCA Algorithms -- Algorithms for forward and backward solution of the Fokker-Planck equation in the heliospheric transport of cosmic rays -- Efficient Evaluation of Matrix Polynomials -- A Comparison of Soft-Fault Error Models in the Parallel Preconditioned Flexible GMRES -- Multilayer Approach for Joint Direct and Transposed Sparse Matrix Vector Multiplication for Multithreaded CPUs -- Comparison of parallel time-periodic Navier-Stokes solvers -- Blocked Algorithms for Robust Solution of Triangular Linear Systems -- A Comparison of Accuracy and Efficiency of Parallel Solvers for Fractional Power Diffusion Problems -- Efficient Cross Section Reconstruction on Modern Multi and Many Core Architectures -- Parallel assembly of ACA BEM matrices on Xeon Phi clusters -- Stochastic bounds for Markov chains on Intel Xeon Phi coprocessor -- Particle Methods in Simulations -- Fast DEM collision checks on multicore nodes -- A Space and Bandwidth Efficient Multicore Algorithm for the Particle-in-Cell Method -- Load Balancing for Particle-in-Cell Plasma Simulation on Multicore Systems -- Task-Based Paradigm of Parallel Computing -- TaskUniVerse: A Task-Based Unified Interface for Versatile Parallel Execution -- Comparison of Time and Energy Oriented Scheduling for Task-based Programs -- Experiments with sparse Cholesky using a parametrized task graph Implementation -- A Task-Based Algorithm for Reordering the Eigenvalues of a Matrix in Real Schur Form -- GPU Computing -- Radix Tree for Binary Sequences on GPU -- A comparison of performance tuning process for different generations of NVIDIA GPUs and an example scientific computing algorithm -- NVIDIA GPUs Scalability to Solve Multiple (Batch) Tridiagonal Systems Implementation of cuThomasBatch -- Two-Echelon System Stochastic Optimization with R and CUDA -- Parallel Hierarchical Agglomerative Clustering for fMRI Data -- Parallel Non-numerical Algorithms -- Two Parallelization Schemes for the Induction of Nondeterministic Finite Automata on PCs -- Approximating Personalized Katz Centrality in Dynamic Graphs -- Graph-Based Speculative Query Execution for RDBMS -- A GPU Implementation of Bulk Execution of the Dynamic Programming for the Optimal Polygon Triangulation -- Performance Evaluation of Parallel Algorithms and Applications -- Early performance evaluation of the hybrid cluster with torus interconnect aimed at molecular-dynamics simulations -- Load balancing for CPU-GPU coupling in Computational Fluid Dynamics -- Implementation and Performance Analysis of 2.5D-PDGEMM on the K Computer -- An Approach for Detecting Abnormal Parallel Applications Based on Time Series Analysis Methods -- Prediction of the Inter-Node Communication Costs of a New Gyrokinetic Code with Toroidal Domain -- D-Spline Performance Tuning Method Flexibly Responsive to Execution Time Perturbation -- Environments and Frameworks for Parallel/Distributed/Cloud Computing -- Dfuntest: A Testing Framework for Distributed Applications -- Security monitoring and analytics in the context of HPC processing model -- Multidimensional Performance and Scalability Analysis for Diverse Applications Based on System Monitoring Data -- Bridging the Gap between HPC and Cloud using HyperFlow and PaaSage -- A Memory Efficient Parallel All-Pairs Computation Framework: Computation -- Communication Overlap -- Automatic Parallelization of ANSI C to CUDA C Programs.-Consistency Models for Global Scalable Data Access Services -- Applications of Parallel Computing -- Global state monitoring in optimization of parallel event-driven simulation -- High Performance Optimization of Independent Component Analysis Algorithm for EEG Data -- Continuous and discrete models of melanoma progression simulated in multi-GPU environment -- Early experience on using Knights Landing processors for Lattice Boltzmann applications -- Soft Computing with Applications -- Towards a Model of Semi-Supervised Learning for the Syntactic Pattern Recognition-based Electrical Load Prediction System -- Parallel Processing of Color Digital Images for Linguistic Description of Their Content -- Co-evolution of fitness predictors and Deep Neural Networks -- Performance evaluation of DBN learning on Intel multi- and manycore architectures -- Special Session on Parallel Matrix Factorizations -- On the Tunability of a New Hessenberg Reduction Algorithm Using Parallel Cache Assignment -- New Preconditioning for the One-Sided Block-Jacobi SVD Algorithm -- Structure-preserving technique in the block SS-Hankel method for solving Hermitian generalized eigenvalue problems -- On using the Cholesky QR method in the full-blocked one-sided Jacobi algorithm -- Parallel Divide-and-Conquer Algorithm for Solving Tridiagonal Eigenvalue Problems on Manycore Systems -- Partial Inverses of Complex Block Tridiagonal Matrices -- Parallel Nonnegative Matrix Factorization Based on Newton Iteration with Improved Convergence Behavior.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xxv, 660 pages), illustrations
• Subjects: 005.1; Computer science; Parallel processing (Electronic computers) -- Congresses; Mathematics -- Congresses; Mathematics; Parallel processing (Electronic computers); Algorithm Analysis and Problem Complexity; Computers -- Hardware -- General; Computers -- Logic Design; Computers -- Data Processing; Computers -- Intelligence (AI) & Semantics; Computers -- Programming -- Algorithms; Computer networking & communications; Computer architecture & logic design; Mathematical theory of computation; Artificial intelligence; Algorithms & data structures; Software engineering; Computer network architectures; Logic design; Artificial intelligence; Computer software; Computers -- Software Development & Engineering -- General; Software Engineering; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319780245; 3319780247; 3319780239; 9783319780238
• Related ISBNs: 9783319780238
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed March 27, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.