Euro-Par 2018: Parallel Processing Workshops: Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers

ISBN-13: 9783030105488 / Angielski / Miękka / 2019 / 841 str.

Gabriele Mencagli; Dora B. Heras; Valeria Cardellini

Spis treści

Auto-DaSP - Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing.- TPICDS: A Two-phase Parallel Approach for Incremental Clustering of Data Streams.- Cost of Fault-tolerance on Data Stream Processing.- Autonomic and Latency-Aware Degree of Parallelism Management in Spar.- Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics.- A Multi-level Elasticity Framework for Distributed Data Stream Processing.- CBDP - Workshop on Container-based Systems for Big Data, Distributed and Parallel Computing.- A Resource Allocation Framework with Qualitative and Quantitative SLA Classes.- Automated Multi-Swarm Networking with Open Baton NFV MANO Framework.- The Impact of the Storage Tier: A Baseline Performance Analysis of containerized DBMS.- Towards Vertically Scalable Spark Applications.- COLOC - Workshop on Data Locality.- Progress Thread Placement for Overlapping MPI Non-Blocking Collectives using Simultaneous Multi-Threading.- A Methodology for Handling Data Movements by Anticipation: Position Paper.- Scalable Work-Stealing Load-Balancer for HPC Distributed Memory Systems.- NUMAPROF, A NUMA Memory Profiler.- ASPEN: An Efficient Algorithm for Data Redistribution Between Producer and Consumer Grids.- Euro-EDUPAR - Workshop on Parallel and Distributed Computing Education for Undergraduate Students.- Getting Started with CAPI SNAP: Hardware Development for Software Engineers.- Studying the Structure of Parallel Algorithms as a Key Element of High-Performance Computing Education.- From Mathematical Model to Parallel Execution to Performance Improvement: Introducing Students to a Workflow for Scientific Computing.- Integrating Parallel Computing in the Curriculum of the University Politehnica of Bucharest.- F2C-DP - Workshop on Fog-to-Cloud Distributed Processing.- Benefits of a fog-to-cloud approach in proximity marketing.- Multi-tenant Pub/Sub Processing for Real-time Data Streams.- A Review of Mobility Prediction Models Applied in Cloud/Fog Environments.- An Architecture for Resource Management in a Fog-to-Cloud Framework.- Enhancing Service Management Systems with Machine Learning in Fog-to-Cloud Networks.- A knowledge-based IoT Security Checker.- MAD-C: Multi-stage Approximate Distributed Cluster-combining for obstacle detection and localization.- FPDAPP - Workshop on Future Perspective of Decentralised Applications.- A Suite of Tools for the Forensic Analysis of Bitcoin Transactions: Preliminary Report.- On and Off-Blockchain Enforcement Of Smart Contracts.- MaRSChain: Framework for a Fair Manuscript Review System Based on Permissioned Blockchain.- Tamper-Proof Volume Tracking in Supply Chains with Smart Contracts.- A blockchain based system to ensure transparency and reliability in food supply chain.- Selecting Effective Blockchain Solutions.- HeteroPar - Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms.- Evaluation through Realistic Simulations of File Replication Strategies for Large Heterogeneous Distributed Systems.- Modeling and Optimizing data transfer in GPU-Accelerated Optical Coherence Tomography.- A Modular Precision Format for decoupling Arithmetic Format and Storage Format.- Benchmarking the NVIDIA V100 GPU and Tensor Cores.- SiL: An Approach for Adjusting Applications to Heterogeneous Systems Under Perturbations.- Merging the Publish-Subscribe Pattern with the Shared Memory Paradigm.- Towards Application-Centric Parallel Memories.- Fast Heuristic-Based GPU Compiler Sequence Specialization.- Accelerating Online Change-Point Detection Algorithm using 10GbE FPGA NIC.- OS-ELM-FPGA: An FPGA-Based Online Sequential Unsupervised Anomaly Detector.- LSDVE - Workshop on Large Scale Distributed Virtual Environments.- The Drivers Behind Blockchain Adoption: The Rationality of Irrational Choices.- Field Experiment on the Performance of an Android-based Opportunistic Network.- Distributed computation of mobility patterns in a smart city environment.- Exploiting community detection to recommend privacy policies in Decentralized Online Social Networks.- ComeHere: exploiting Ethereum for secure sharing of health-care data.- Med-HPC - Workshop on Advances in High-Performance Bioinformatics, Systems Biology.- BaaS - Bioinformatics as a Service.- Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads.- GPU accelerated analysis of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis.- Cross-Environment comparison of a bioinformatics pipeline: perspectives for hybrid computations.- High Performance Computing for Haplotyping: Models and Platforms.- PCDLifeS - Workshop on Parallel and Distributed Computing for Life Sciences: Algorithms, Methodologies and Tools.- Effect of Spatial Decomposition on the Efficiency of k Nearest Neighbors Search in Spatial Interpolation.- Understanding chromatin structure: efficient computational implementation of polymer physics models.- Towards Heterogeneous Network Alignment: Design and Implementation of a large-scale data processing framework.- A Parallel Cellular Automaton Model For Adenocarcinomas in Situ with Java: Study of One Case.- Performance evaluation for a PETSc Parallel-in-Time Solver based on MGRIT algorithm.- RePara - Workshop on Reengineering for Parallelism in Heterogeneous Parallel Platforms.- Programmable HSA Accelerators for Zynq UltraScale+ MPSoC Systems.- Service Level Objectives via C++11 Attributes.- InKS, a Programming Model to Decouple Performance from Semantics in HPC Codes.- Refactoring Loops with Nested IFs for SIMD Extensions without Masked Instructions.- Resilience - Workshop on Resiliency in High Performance Computing with Clouds, Grids, and Clusters.- Do moldable applications perform better on failure-prone HPC platforms.- FINJ: A Fault Injection Tool for HPC Systems.- Performance Efficient Multiresilience using Checkpoint Recovery in Iterative Algorithms.