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Computational Science – ICCS 2020

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Table of Contents

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    Book Overview
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    Chapter 1 An Efficient New Static Scheduling Heuristic for Accelerated Architectures
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    Chapter 2 Multilevel Parallel Computations for Solving Multistage Multicriteria Optimization Problems
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    Chapter 3 Enabling Hardware Affinity in JVM-Based Applications: A Case Study for Big Data
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    Chapter 4 An Optimizing Multi-platform Source-to-source Compiler Framework for the NEURON MODeling Language
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    Chapter 5 Parallel Numerical Solution of a 2D Chemotaxis-Stokes System on GPUs Technology
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    Chapter 6 Automatic Management of Cloud Applications with Use of Proximal Policy Optimization
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    Chapter 7 Utilizing GPU Performance Counters to Characterize GPU Kernels via Machine Learning
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    Chapter 8 A Massively Parallel Algorithm for the Three-Dimensional Navier-Stokes-Boussinesq Simulations of the Atmospheric Phenomena
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    Chapter 9 Reconstruction of Low Energy Neutrino Events with GPUs at IceCube
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    Chapter 10 Cache-Aware Matrix Polynomials
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    Chapter 11 QEScalor: Quantitative Elastic Scaling Framework in Distributed Streaming Processing
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    Chapter 12 From Conditional Independence to Parallel Execution in Hierarchical Models
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    Chapter 13 Improving Performance of the Hypre Iterative Solver for Uintah Combustion Codes on Manycore Architectures Using MPI Endpoints and Kernel Consolidation
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    Chapter 14 Analysis of Checkpoint I/O Behavior
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    Chapter 15 Enabling EASEY Deployment of Containerized Applications for Future HPC Systems
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    Chapter 16 Reproducibility of Computational Experiments on Kubernetes-Managed Container Clouds with HyperFlow
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    Chapter 17 GPU-Accelerated RDP Algorithm for Data Segmentation
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    Chapter 18 Sparse Matrix-Based HPC Tomography
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    Chapter 19 heFFTe: Highly Efficient FFT for Exascale
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    Chapter 20 Scalable Workflow-Driven Hydrologic Analysis in HydroFrame
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    Chapter 21 Patient-Specific Cardiac Parametrization from Eikonal Simulations
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    Chapter 22 An Empirical Analysis of Predictors for Workload Estimation in Healthcare
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    Chapter 23 How You Say or What You Say? Neural Activity in Message Credibility Evaluation
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    Chapter 24 Look Who’s Talking: Modeling Decision Making Based on Source Credibility
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    Chapter 25 An Adaptive Network Model for Burnout and Dreaming
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    Chapter 26 Computational Analysis of the Adaptive Causal Relationships Between Cannabis, Anxiety and Sleep
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    Chapter 27 Detecting Critical Transitions in the Human Innate Immune System Post-cardiac Surgery
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    Chapter 28 Using Individual-Based Models to Look Beyond the Horizon: The Changing Effects of Household-Based Clustering of Susceptibility to Measles in the Next 20 Years
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    Chapter 29 Modelling the Effects of Antibiotics on Gut Flora Using a Nonlinear Compartment Model with Uncertain Parameters
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    Chapter 30 Stochastic Volatility and Early Warning Indicator
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    Chapter 31 Boost and Burst: Bubbles in the Bitcoin Market
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    Chapter 32 Estimation of Tipping Points for Critical and Transitional Regimes in the Evolution of Complex Interbank Network
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    Chapter 33 Modeling of Fire Spread Including Different Heat Transfer Mechanisms Using Cellular Automata
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    Chapter 34 Narrow Passage Problem Solution for Motion Planning
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    Chapter 35 Fault Injection, Detection and Treatment in Simulated Autonomous Vehicles
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    Chapter 36 Using Cellular Automata to Model High Density Pedestrian Dynamics
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    Chapter 37 Autonomous Vehicles as Local Traffic Optimizers
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    Chapter 38 Modeling Helping Behavior in Emergency Evacuations Using Volunteer’s Dilemma Game
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    Chapter 39 Learning Mixed Traffic Signatures in Shared Networks
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    Chapter 40 A Novel Metric to Evaluate In Situ Workflows
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    Chapter 41 Social Recommendation in Heterogeneous Evolving Relation Network
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    Chapter 42 DDNE: Discriminative Distance Metric Learning for Network Embedding
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    Chapter 43 Extracting Backbone Structure of a Road Network from Raw Data
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    Chapter 44 Look Deep into the New Deep Network: A Measurement Study on the ZeroNet
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    Chapter 45 Identifying Influential Spreaders On a Weighted Network Using HookeRank Method
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    Chapter 46 Community Aware Models of Meme Spreading in Micro-blog Social Networks
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    Chapter 47 A Dynamic Vote-Rank Based Approach for Effective Sequential Initialization of Information Spreading Processes Within Complex Networks
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    Chapter 48 On the Planarity of Validated Complexes of Model Organisms in Protein-Protein Interaction Networks
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    Chapter 49 Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations
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    Chapter 50 A Probabilistic Infection Model for Efficient Trace-Prediction of Disease Outbreaks in Contact Networks
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    Chapter 51 Eigen-AD: Algorithmic Differentiation of the Eigen Library
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Title
Computational Science – ICCS 2020
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-50371-0
ISBNs
978-3-03-050370-3, 978-3-03-050371-0
Editors

Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira

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