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

Voorkant
Gabriele Mencagli, Dora B. Heras, Valeria Cardellini, Emiliano Casalicchio, Emmanuel Jeannot, Felix Wolf, Antonio Salis, Claudio Schifanella, Ravi Reddy Manumachu, Laura Ricci, Marco Beccuti, Laura Antonelli, Josť Daniel Garcia Sanchez, Stephen L. Scott
Springer, 31 dec. 2018 - 841 pagina's

This book constitutes revised selected papers from the workshops held at 24th International Conference on Parallel and Distributed Computing, Euro-Par 2018, which took place in Turin, Italy, in August 2018.

The 64 full papers presented in this volume were carefully reviewed and selected from 109 submissions.

Euro-Par is an annual, international conference in Europe, covering all aspects of parallel and distributed processing. These range from theory to practice, from small to the largest parallel and distributed systems and infrastructures, from fundamental computational problems to full-edged applications, from architecture, compiler, language and interface design and implementation to tools, support infrastructures, and application performance aspects.

 

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Inhoudsopgave

A TwoPhase Parallel Approach for Incremental Clustering of Data Streams
5
Cost of FaultTolerance on Data Stream Processing
17
Autonomic and LatencyAware Degree of Parallelism Management in SPar
28
Towards Dynamic Staleness Control for Edge Data Analytics
40
A Multilevel Elasticity Framework for Distributed Data Stream Processing
53
CBDP Workshop on ContainerBased Systems for Big Data Distributed and Parallel Computing
65
A Resource Allocation Framework with Qualitative and Quantitative SLA Classes
69
Automated MultiSwarm Networking with Open Baton NFV MANO Framework
82
A Modular Precision Format for Decoupling Arithmetic Format and Storage Format
434
Benchmarking the NVIDIA V100 GPU and Tensor Cores
444
An Approach for Adjusting Applications to Heterogeneous Systems Under Perturbations
456
Merging the PublishSubscribe Pattern with the Shared Memory Paradigm
469
Towards ApplicationCentric Parallel Memories
481
Fast HeuristicBased GPU Compiler Sequence Specialization
494
Accelerating Online ChangePoint Detection Algorithm Using 10GbE FPGA NIC
506
An FPGABased Online Sequential Unsupervised Anomaly Detector
518

A Baseline Performance Analysis of Containerized DBMS
93
Towards Vertically Scalable Spark Applications
106
COLOC Workshop on Data Locality
119
Progress Thread Placement for Overlapping MPI Nonblocking Collectives Using Simultaneous Multithreading
122
Position Paper
134
Scalable WorkStealing LoadBalancer for HPC Distributed Memory Systems
146
NUMAPROF A NUMA Memory Profiler
159
An Efficient Algorithm for Data Redistribution Between Producer and Consumer Grids
171
EuroEDUPAR Workshop on Parallel and Distributed Computing Education for Undergraduate Students
183
Hardware Development for Software Engineers
187
Studying the Structure of Parallel Algorithms as a Key Element of HighPerformance Computing Education
199
Introducing Students to a Workflow for Scientific Computing
211
Integrating Parallel Computing in the Curriculum of the University Politehnica of Bucharest
222
F2CDP Workshop on FogtoCloud Distributed Processing
235
Benefits of a FogtoCloud Approach in Proximity Marketing
239
Multitenant PubSub Processing for RealTime Data Streams
251
A Review of Mobility Prediction Models Applied in CloudFog Environments
263
An Architecture for Resource Management in a FogtoCloud Framework
275
Enhancing Service Management Systems with Machine Learning in FogtoCloud Networks
287
A KnowledgeBased IoT Security Checker
299
Multistage Approximate Distributed ClusterCombining for Obstacle Detection and Localization
312
FPDAPP Workshop on Future Perspective of Decentralised Applications
325
Preliminary Report
328
On and OffBlockchain Enforcement of Smart Contracts
342
Framework for a Fair Manuscript Review System Based on Permissioned Blockchain
355
TamperProof Volume Tracking in Supply Chains with Smart Contracts
367
A Blockchain Based System to Ensure Transparency and Reliability in Food Supply Chain
379
Selecting Effective Blockchain Solutions
392
HeteroPar Workshop on Algorithms Models and Tools for Parallel Computing on Heterogeneous Platforms
404
Evaluation Through Realistic Simulations of File Replication Strategies for Large Heterogeneous Distributed Systems
409
Modeling and Optimizing Data Transfer in GPUAccelerated Optical Coherence Tomography
421
LSDVE Workshop on Large Scale Distributed Virtual Environments
530
The Rationality of Irrational Choices
535
Field Experiment on the Performance of an AndroidBased Opportunistic Network
547
Distributed Computation of Mobility Patterns in a Smart City Environment
559
Exploiting Community Detection to Recommend Privacy Policies in Decentralized Online Social Networks
573
Exploiting Ethereum for Secure Sharing of HealthCare Data
585
MedHPC Workshop on Advances in HighPerformance Bioinformatics Systems Biology
597
BaaS Bioinformatics as a Service
600
Disaggregating NonVolatile Memory for ThroughputOriented Genomics Workloads
613
GPU Accelerated Analysis of TregTeff Cross Regulation in RelapsingRemitting Multiple Sclerosis
626
Perspectives for Hybrid Computations
638
Models and Platforms
650
Algorithms Methodologies and Tools
662
Effect of Spatial Decomposition on the Efficiency of k Nearest Neighbors Search in Spatial Interpolation
666
Efficient Computational Implementation of Polymer Physics Models
680
Design and Implementation of a LargeScale Data Processing Framework
692
Study of One Case
704
Performance Evaluation for a PETSc ParallelinTime Solver Based on the MGRIT Algorithm
716
RePara Workshop on Reengineering for Parallelism in Heterogeneous Parallel Platforms
729
Programmable HSA Accelerators for Zynq UltraScale+ MPSoC Systems
733
Service Level Objectives via C++11 Attributes
745
InKS a Programming Model to Decouple Performance from Algorithm in HPC Codes
757
Refactoring Loops with Nested IFs for SIMD Extensions Without Masked Instructions
769
Resilience Workshop on Resiliency in High Performance Computing with Clouds Grids and Clusters
782
Do Moldable Applications Perform Better on FailureProne HPC Platforms?
787
A Fault Injection Tool for HPC Systems
800
Performance Efficient Multiresilience Using Checkpoint Recovery in Iterative Algorithms
813
A Lightweight Approach to GPU Resilience
826
Author Index
839
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