Advanced Parallel Processing Technologies  15th International Symposium, APPT 2023, Nanchang, China, August 4-6, 2023, Proceedings /  [electronic resource] : 
edited by Chao Li, Zhenhua Li, Li Shen, Fan Wu, Xiaoli Gong. 
 - 1st ed. 2024. 
 - XIII, 452 p. 202 illus., 167 illus. in color.  online resource. 
 - Lecture Notes in Computer Science,  14103  1611-3349 ; .
 - Lecture Notes in Computer Science,  14103 .
<br/><br/>High Performance Computing and Parallelized Computing -- Enhancing Multi-physics Coupling on ARM Many-core Cluster -- Polaris: Enhancing CXL-based Memory Expanders with Memory-side Prefetching -- ExtendLife: Weights Mapping Framework to Improve RRAM Lifetime for Accelerating CNN -- The Optimization of IVSHMEM Based on Jailhouse -- Multi-agent Cooperative Computing Resource Scheduling Algorithm for Periodic Task Scenarios -- Storage Systems and File Management -- CLMS: Configurable and Lightweight Metadata Service for Parallel File Systems on NVMe SSDs -- Combining Cache and Refresh to Optimize SSD Read Performance Scheme -- CCS: a Motif-based Storage Format for Micro-execution Dependence Graph -- Hydis: A Hybrid Consistent KVS with Effective Sync Among Replicas -- Networking and Cloud Computing -- An Automatic Deployment Method for Hybrid Cloud Simulation Platform -- Reliability Optimization Scheduling and Energy balancing for Real-time Application in Fog Computing Environment -- Federated Classification for Multiple Blockchain Systems -- Towards Privacy-Preserving Decentralized Reputation Management for Vehicular Crowdsensing -- Delay Optimization for Consensus Communication in Blockchain-Based End-Edge-Cloud Network -- Computer Architecture and Hardware Acceleration -- A Low-latency Hardware Accelerator for YOLO Object Detection Algorithms -- SCFM: a Statistical Coarse-to-Fine Method to Select Cross-Microarchitecture Reliable Simulation Points -- On-Demand Triggered Memory Management Unit in Dynamic Binary Translator -- MFHBT: Hybrid Binary Translation System with Multi-stage Feedback Powered by LLVM -- Step and Save: An Incentive Mechanism for Health Insurance Based on Wearable Technology -- Machine Learning and Data Analysis -- Spear-phishing Detection Method Based on Few-shot Learning -- Time Series Classificationbased on Data-Augmented Contrastive Learning.-From Ledger to P2P network: De-anonymization on Bitcoin Using Cross-layer Analysis -- Robust Online Crowdsourcing with Strategic Workers -- Distinguished Work from Student Competation -- New Filter2D Accelerator on the Versal Platform Powered by the AI Engine. 
<br/><br/> This book constitutes the refereed proceedings of the 15th International Symposium on Advanced Parallel Processing Technologies, APPT 2023, held in Nanchang, China, during August 4-6, 2023. The 23 full papers and 1 short papers included in this book were carefully reviewed and selected from 49 submissions. They were organized in topical sections as follows: High Performance Computing and Parallelized Computing, Storage Systems and File Management, Networking and Cloud Computing, Computer Architecture and Hardware Acceleration, Machine Learning and Data Analysis, Distinguished Work from Student Competition. 
<br/><br/><label>ISBN: </label>9789819978724 
<br/><br/><label>Standard No.: </label>10.1007/978-981-99-7872-4  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Software engineering.<br/>Operating systems (Computers).<br/>Computer systems.<br/>Computers, Special purpose.<br/>Artificial intelligence.<br/>Software Engineering.<br/>Operating Systems.<br/>Computer System Implementation.<br/>Special Purpose and Application-Based Systems.<br/>Artificial Intelligence.
<br/><br/><label>LC Class. No.: </label>QA76.758 
<br/><br/><label>Dewey Class. No.: </label>005.1