the proceedings contain 23 papers. the topics discussed include: improving critical infrastructure protection by enhancing software acquisition process through blockchain;smart contract and blockchain based contract m...
ISBN:
(纸本)9781450390576
the proceedings contain 23 papers. the topics discussed include: improving critical infrastructure protection by enhancing software acquisition process through blockchain;smart contract and blockchain based contract management system;feature selection by firefly algorithm with improved initialization strategy;modeling and verifying producer-consumer communication in Kafka using CSP;from UML modeling to UPPAAL model checking of 5G dynamic service orchestration;on sustainability for offset based response-time analysis;architecture blueprint enabling distributed digital twins;enabling industry 4.0 communication protocol interoperability: an OPC UA case study;supporting autonomous vehicle applications on the heterogeneous system architecture;an overview of the challenges for developing software within the field of autonomous vehicles;and smart body sensor network for logging of activities of daily living.
the proceedings contain 102 papers. the special focus in this conference is on algorithms and Architectures for Parallel Processing. the topics include: Utility-Based Location Distribution Reverse Auction Incentive Me...
ISBN:
(纸本)9783030389604
the proceedings contain 102 papers. the special focus in this conference is on algorithms and Architectures for Parallel Processing. the topics include: Utility-Based Location Distribution Reverse Auction Incentive Mechanism for Mobile Crowd Sensing Network;safeguarding Against Active Routing Attack via Online Learning;reliability Aware Cost Optimization for Memory Constrained Cloud Workflows;null Model and Community Structure in Heterogeneous Networks;an Asynchronous Algorithm to Reduce the Number of Data Exchanges;two-Stage Clustering Hot Event Detection Model for Micro-blog on Spark;mobility-Aware Workflow Offloading and Scheduling Strategy for Mobile Edge computing;HSPP: Load-Balanced and Low-Latency File Partition and Placement Strategy on Distributed Heterogeneous Storage with Erasure Coding;adaptive Clustering for Outlier Identification in High-Dimensional Data;Improving the Parallelism of CESM on GPU;penguin Search Aware Proactive Application Placement;a Data Uploading Strategy in Vehicular Ad-hoc Networks Targeted on Dynamic Topology: Clustering and Cooperation;Cloud Server Load Turning Point Prediction Based on Feature Enhanced Multi-task LSTM;Neuron Fault Tolerance Capability Based Computation Reuse in DNNs;reliability Enhancement of Neural Networks via Neuron-Level Vulnerability Quantization;A Fault Detection Algorithm for Cloud computing Using QPSO-Based Weighted One-Class Support Vector Machine;paraMoC: A Parallel Model Checker for Pushdown systems;FastDRC: Fast and Scalable Genome Compression Based on Distributed and Parallel Processing;a Parallel Approach to Advantage Actor Critic in Deep Reinforcement Learning;Blockchain-PUF-Based Secure Authentication Protocol for Internet of things;parallel Approach to Sliding Window Sums;selective Velocity Distributed Indexing for Continuously Moving Objects Model;a New Bitcoin Address Association Method Using a Two-Level Learner Model.
the proceedings contain 5 papers. the special focus in this conference is on Accelerator Programming using Directives. the topics include: GPU Acceleration of the FINE/FR CFD Solver in a Heterogeneous Environment with...
ISBN:
(纸本)9783030742232
the proceedings contain 5 papers. the special focus in this conference is on Accelerator Programming using Directives. the topics include: GPU Acceleration of the FINE/FR CFD Solver in a Heterogeneous Environment with OpenACC Directives;performance and Portability of a Linear Solver Across Emerging Architectures;ADELUS: A Performance-Portable Dense LU Solver for Distributed-Memory Hardware-Accelerated systems.
In this paper there has been presented the thesis concerning the improvement of the computational aesthetics methods necessary for carrying out the analysis of the fine-art paintings referring to the classical pictori...
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the proceedings contain 39 papers. the special focus in this conference is on Parallel and Distributed computing. the topics include: A makespan lower bound for the tiled cholesky factorization based on ALAP schedule;...
ISBN:
(纸本)9783030576745
the proceedings contain 39 papers. the special focus in this conference is on Parallel and Distributed computing. the topics include: A makespan lower bound for the tiled cholesky factorization based on ALAP schedule;preface;skipping non-essential instructions makes data-dependence profiling faster;Optimal GPU-CPU offloading strategies for deep neural network training;improving mapping for sparse direct solvers: A trade-off between data locality and load balancing;modelling standard and randomized slimmed folded clos networks;ompMemOpt: Optimized memory movement for heterogeneous computing;Accelerating deep learning inference with cross-layer data reuse on GPUs;Distributed fine-grained traffic speed prediction for large-scale transportation networks based on automatic LSTM customization and sharing;Optimizing FFT-based convolution on ARMv8 multi-core CPUs;maximizing I/O bandwidth for reverse time migration on heterogeneous large-scale systems;TorqueDB: Distributed querying of time-series data from edge-local storage;data-centric distributed computing on networks of mobile devices;a toolchain to verify the parallelization of OmpSs-2 applications;WPSP: A multi-correlated weighted policy for VM selection and migration for cloud computing;LCP-aware parallel string sorting;Mobile RAM and shape formation by programmable particles;approximation algorithm for estimating distances in distributed virtual environments;on the power of randomization in distributed algorithms in dynamic networks with adaptive adversaries;3D coded SUMMA: Communication-efficient and robust parallel matrix multiplication;managing failures in task-based parallel workflows in distributed computing environments;accelerating nested data parallelism: Preserving regularity;using dynamic broadcasts to improve task-based runtime performances;a compression-based design for higher throughput in a lock-free hash map;NV-PhTM: An efficient phase-based transactional system for non-volatile memory.
In the rapidly advancing field of computer vision, object detection has become crucial for various applications, including animal tracking, face detection, and surveillance systems. this study investigates the efficac...
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ISBN:
(数字)9798350370249
ISBN:
(纸本)9798350370270
In the rapidly advancing field of computer vision, object detection has become crucial for various applications, including animal tracking, face detection, and surveillance systems. this study investigates the efficacy of contemporary object detection methodologies by evaluating the performance of the You Only Look Once (YOLO) models and TensorFlow Model Zoo architectures for animal tracking. YOLO models, known for their ability to process entire images in real-time and predict bounding boxes and class probabilities simultaneously, offer significant advantages over traditional methods such as Convolutional Neural Networks (CNNs) and Fast R-CNNs. this paper compares the performance of YOLOv5 and YOLOv7, alongside TensorFlow-based models like Faster R-CNN ResNetv152 and SSD ResNet101, using a dataset of animal images. Our findings reveal that YOLOv5 outperforms other models with a mean average precision (mAP) of 9 7.5%, demonstrating superior accuracy and efficiency in object detection tasks. YOLOv7 also shows strong performance with an mAP of 96.7%, while TensorFlow Model Zoo’s Faster R-CNN and SSD models lag behind with mAPs of 81.9% and 81.6%, respectively. the results highlight the significant advancements in deep learning and object detection algorithms, particularly the advantages of YOLO’s architecture in handling complex detection tasks in real-world scenarios.
the proceedings contain 51 papers. the topics discussed include: distributed particle swarm optimization for multi-robot system in search and rescue operations;on differential drive robot learning convex policy with a...
the proceedings contain 51 papers. the topics discussed include: distributed particle swarm optimization for multi-robot system in search and rescue operations;on differential drive robot learning convex policy with application to path-tracking;fast constrained nonlinear model predictive control for implementation on microcontrollers;anomaly detection on propulsive systems by global approach using autoencoders;on data windows for fault detection with neural networks;recognition and characteristics EEG signals for flight control of a drone;observer design for time-delay TS fuzzy systems with nonlinear consequents;robust zonotopic observer design: avoiding unmeasured premise variables for Takagi-Sugeno fuzzy systems;and event-triggered control of TS fuzzy systems with guaranteed membership function mismatch.
the proceedings contain 26 papers. the special focus in this conference is on Innovations and Prospects of Development of Mining Machinery and Electrical Engineering. the topics include: Prospects for the use of the s...
ISBN:
(纸本)9783035716252
the proceedings contain 26 papers. the special focus in this conference is on Innovations and Prospects of Development of Mining Machinery and Electrical Engineering. the topics include: Prospects for the use of the sorbent for purification of gases from sulfur-containing components on the basis of manganese ore;determination of the conditions of an effective functioning of elongated cumulative charges in processing the marble stone;effective parameters of tail processing of gold-bearing ore hydrotransport for verninskaya processing factory;using the diffusion saturation technology for the surface of different steel products from melts of low-melting metals;development of heat treatment mode with quenching in different quenching environments for the casing pipe in order to obtain the required mechanical properties;studying resistance to cold in low-alloy steels;carbon materials for immobilization of biologically active substances;the relationship between fractal properties and active porosity of peat compositions;treatment of titanium alloys based on preliminary plastic impact;improvement of magnetic-abrasive finishing of nonuniform products made of high-speed steel in digital conditions;thermoplastic polymer composites production by automated fiber placement method;application of duplex technology for modification of friction pair surfaces;fractured-laminar structure of formations and methods of coal;application of the method of X-ray fluorescence analysis to determine the composition of glassy and crystalline alloys of the systems AsxS1-x and AsxSe1-x;laser modification: Increasing the wear resistance of friction surfaces;laser modification of the "ring-cylinder liner" mating surfaces;improving the efficiency of drilling and blasting operations for high water cut conditions.
the proceedings contain 19 papers. the special focus in this conference is on Simulation and Modeling Methodologies, Technologies and Applications. the topics include: Complete Lyapunov Functions: Computation and Appl...
ISBN:
(纸本)9783030014698
the proceedings contain 19 papers. the special focus in this conference is on Simulation and Modeling Methodologies, Technologies and Applications. the topics include: Complete Lyapunov Functions: Computation and Applications;path Bundling in Modular Bipartite Networks;using Gazebo to Generate Use Case Based Stimuli for SystemC;modeling Performance and Energy Efficiency of Virtualized Flexible Networks;fast algorithms for computing Continuous Piecewise Affine Lyapunov Functions;a Resource Flow Based Multistage Dynamic Scheduling Method for the State-Dependent Work;simulation Based Behavior for a Welfare Robot;applying Deep Learning for Surrogate Construction of Simulation systems;a General Method to Compare Different Co-simulation Interfaces: Demonstration on a Case Study;an Object Oriented Approach Towards Simulating Physical systems with Fluids and Rigid Bodies Based on the Physolator Simulation Framework;Distributed Co-simulation of Embedded Control Software Using INTO-CPS;model Oriented System Design Applied to Commercial Aircraft Secondary Flight Control systems;simulation, Modeling and Technologies for Drones Coordination Techniques in Precision Agriculture;Particle Based Blood Pressure Simulation in the Aorta withthe Model Generated from CT Images;stochastic Simulation of Meteorological Non-Gaussian Joint Time-Series;Approaches to Fault Detection for Heating systems Using CP Tensor Decompositions;describing Resource Allocation to Dynamically Formed Groups with Grammars.
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