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Parallel and Distributed Computing, Applications and Technologies : 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17-19, 2021, Proceedings / edited by Hong Shen, Yingpeng Sang, Yong Zhang, Nong Xiao, Hamid R. Arabnia, Geoffrey Fox, Ajay Gupta, Manu Malek.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 13148
- Theoretical Computer Science and General Issues, 2512-2029 ; 13148
- Language:
- English
- Subjects (All):
- Computer science.
- Computer networks.
- Computers.
- Computers, Special purpose.
- Software engineering.
- Artificial intelligence.
- Theory of Computation.
- Computer Communication Networks.
- Computing Milieux.
- Special Purpose and Application-Based Systems.
- Software Engineering.
- Artificial Intelligence.
- Local Subjects:
- Theory of Computation.
- Computer Communication Networks.
- Computing Milieux.
- Special Purpose and Application-Based Systems.
- Software Engineering.
- Artificial Intelligence.
- Physical Description:
- 1 online resource (XVI, 631 pages) : 230 illustrations, 192 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- This book constitutes the proceedings of the 22nd International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2021, which took place in Guangzhou, China, during December 17-19, 2021. The 24 full papers and 34 short papers included in this volume were carefully reviewed and selected from 97 submissions. The papers are categorized into the following topical sub-headings: networking and architectures, software systems and technologies, algorithms and applications, and security and privacy.
- Contents:
- Networking and Architectures
- Accelerating GPU-Based Out-of-Core Stencil Computation with On-the-Fly Compression
- Routing with Ant Colony Optimization in Wireless Mesh Networks
- A light-weight scheme for detecting component structure of network traffic
- Evaluating the performance and conformance of a SYCL implementation for SX-Aurora TSUBASA
- Bayesian Optimization Based Task Scheduling in Heterogeneous Computing Systems
- Optimizing Uplink Bandwidth Utilization for Crowdsourced Livecast
- A Batched Jacobi SVD Algorithm on GPUs and Its Application to Quantum Lattice Systems
- A Molecular Dynamics Based Multi-Scale Platelet Aggregation Model and Its High-throughput Simulation
- Approximation and Polynomial Algorithms for Multi-Depot Capacitated Arc Routing Problems
- Zero-shot Face Swapping with De-identification Adversarial Learning
- An user-driven active way to push ACL in Software-Defined Networking
- Photonic Computing and Communication for Neural Network Accelerators
- Performance Comparison of Multi-layer Perceptron Training on Electrical and Optical Network-on-Chips
- The design and implementation of reconfigurable quaternary logic processor
- A 3D Dubins Curve Constructing Method Based on Particle Swarm Optimization
- Software Systems and Technologies
- Towards Conflict-Aware Workload Co-execution on SX-Aurora TSUBASA
- A Learning-Based Scheduler for High Volume Processing in Data Warehouse using Graph Neural Networks
- Adaptive Updates for Erasure-Coded Storage Systems Based on Data Delta and Logging
- Matching Program Implementations and Heterogeneous Computing Systems
- FastDCF: A Partial Index based Distributed and Scalable Near-Miss Code Clone Detection Approach for Very Large Code Repositories
- Towards Optimal Fast Matrix Multiplication on CPU-GPU Platforms
- Temperature Matrix-based Data Placement Using Improved Hungarian Algorithm in Edge Computing Environments
- Realtime Physics Simulation of Large Virtual Space with Docker Containers
- A deep reinforcement learning-based approach to the scheduling of multiple workflows on non-dedicated edge servers
- A MVCC Approach to Parallelizing Interoperability of Consortium Blockchain
- An Effective and Reliable Cross-Blockchain Data Migration Approach
- Algorithm for the Facility Location Problem with Origin and Destination
- Reinforcement Learning-based Auto-scaling Algorithm for Elastic Cloud Workflow Service
- Optimal Energy Efficiency Strategy of mm Wave Cooperative Communication Small Cell based on SWIPT
- Providing Low Latency Execution Guarantees under Uncertainty in Serverless Platforms
- High resolution patient-specific blood flow simulation in a full-size aneurysmal aorta based on a parallel two-level method
- Optimizing Data Locality by Executor Allocation in Reduce Stage for Spark Framework
- TEFRED: A temperature and energy cognizant fault-tolerant real-time scheduler based on deadline partitioning for heterogeneous platforms
- Algorithms and Applications
- Social Recommendation via Graph Attentive Aggregation
- MACSQ: Massively Accelerated DeepQ Learning on GPUs using on-the-fly State Construction
- Model-based Multi-agent Policy Optimization with Dynamic Dependence Modeling
- Multi-index federated aggregation algorithm based on trusted verification
- Few-shot Generative Learning by Modeling Stereoscopic Priors
- Distributed fair k-Center clustering problems with outliers
- Multi-zone residential HVAC control with satisfying occupants' thermal comfort requirements and saving energy via reinforcement learning
- Approximating BP Maximization with Distorted-Based Strategy
- Streaming Algorithms for Maximization of a Non-Submodular Function with a Cardinality Constraint on the Integer Lattice
- Adaptable Focal Loss for Imbalanced Text Classification
- Roman Amphitheater Classification Using Convolutional Neural Network and Data Augmentation
- Data-Hungry Issue in Personalized Product Search
- Jointly Super Resolution and Degradation Learning on Unpaired Real-World Images
- Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification
- Latent Multi-view Subspace Clustering Based on Schatten-p Norm
- Security and Privacy
- MOFIT: An efficient access control scheme with attribute merging and outsourcing capability for Fog-enhanced IoT
- RepBFL: Reputation based Blockchain-Enabled Federated Learning Framework for Data Sharing in Internet of Vehicles
- Multimodal Fusion Representation Learning based on Differential Privacy
- Efficient List Decoding Applied to ECC^2
- Federated Data Integration for Heterogeneous Partitions based on Differential Privacy
- Patient-Chain: Patient-centered healthcare system a Blockchain-based technology in dealing with emergencies
- A differential privacy image publishing method based on wavelet transform
- Traffic Matrix Prediction Based on Differential Privacy and LSTM
- A blockchain-based continuous query differential privacy algorithm
- Formalization and Verification of Group Communication CoAP using CSP.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-96772-7
- 9783030967727
- Access Restriction:
- Restricted for use by site license.
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