Algorithms and Architectures for Parallel Processing -

. .

Résumé :
The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.

Biographie:

 ...

Sommaire:

Software Systems and Efficient Algorithms.- The Design and Realization of the Intelligent Drying Rack System Based on STM32.- Efficient Estimation of Time-Dependent Shortest Paths based on Shortcuts.- Multi-level PWB and PWC for Reducing TLB Miss Overheads on GPUs.- Hybrid GA-SVR: An Effective Way to Predict Short-term Traffic Flow.- Parallel and Distributed Algorithms and Applications.- MobiTrack: Mobile Crowdsensing-based Object Tracking with Min-Region and Max-Utility.- Faulty Processors Identification for Multiprocessor System under the PMC Model Using a Novel Binary Grey Wolf Optimizer.- Fast On-road Object Detector on ROS-based Mobile Robot.- A Lightweight Asynchronous I/O System for Non-Volatile Memory.- The Case for Disjoint Job Mapping on High-Radix Networked Parallel Computers.- FastCache: A Client-Side Cache With Variable-Position Merging Schema in Network Storage System.- An Efficient Parallelization Model for Sparse Non-negative Matrix Factorization UsingcuSPARSE Library on Multi-GPU Platform.- HaDPA: A Data-Partition Algorithm for Data Parallel Applications on Heterogeneous HPC Platforms.- A NUMA-aware Parallel Truss Decomposition Algorithm for Large Scale Graphs.- A Large-scale Parallel Alignment Algorithm for SMRT Reads.- Square Fractional Repetition Codes for Distributed Storage Systems.- An Anti-forensic Method Based on RS Coding and Distributed Storage.- Data Science.-