The proceedings contain 95 papers. The topics discussed include: towards LLM-powered ambient sensor based multi-person human activity recognition;SwitchFlow: optimizing HPC workflow performance with heterogeneous serv...
ISBN:
(纸本)9798331515966
The proceedings contain 95 papers. The topics discussed include: towards LLM-powered ambient sensor based multi-person human activity recognition;SwitchFlow: optimizing HPC workflow performance with heterogeneous serverless frameworks;mmHRR: monitoring heart rate recovery with millimeter wave radar;accurate traffic state prediction with deep learning – analyzing statistical aides for identifying anomalous traffic trends;BreathPass: ultrasonic authentication by chest and abdomen movement while breathing;Soundflower: a robust sound source localization system for voice assistants;prolonging the range of low-power visible light communication systems with M-FSK;and A QoE-aware adaptive energy-efficient transmission scheduling method.
The proceedings contain 405 papers. The topics discussed include: ISAA: boost repair process by constructing the degree constrained optimal repair tree for erasure-coded systems;FedLRS: a communication-efficient feder...
ISBN:
(纸本)9798350330717
The proceedings contain 405 papers. The topics discussed include: ISAA: boost repair process by constructing the degree constrained optimal repair tree for erasure-coded systems;FedLRS: a communication-efficient federated learning framework with low-rank and sparse decomposition;dBFC: destination-based backpressure flow control for incast;learning dynamic spatial graphs and spatial patterns for accurate traffic prediction;transparent file deduplication with reduced update cost on encryption enabled mobile devices;cost guarantee for individual fairness on spectral clustering;identifying performance bottleneck in shared in-network aggregation during distributed training;Slim-MY: a lightweight network for power line defect detection with FPGA acceleration;RAMMM: a rapid attention-based multimodal modification model for massive image generation;and exploiting fine-grained structured pruning for efficient inference on CNN model.
The proceedings contain 115 papers. The topics discussed include: traffic processing and fingerprint generation for smart home device event;Fingersound: a low-cost and deployable authentication system with fingertip s...
ISBN:
(纸本)9781665473156
The proceedings contain 115 papers. The topics discussed include: traffic processing and fingerprint generation for smart home device event;Fingersound: a low-cost and deployable authentication system with fingertip sliding sound;a distributed method to form UAV swarm based on moncular vision;time-frequency analysis-based transient harmonic feature extraction for load monitoring;hierarchical computing network collaboration architecture for industrial Internet of things;an improved spray and wait algorithm based on the node social tree;Melanlysis: a mobile deep learning approach for early detection of skin cancer;causal ordering in the presence of byzantine processes;Nuwa: a receiver-driven congestion control framework to achieve high-throughput and controlled delay over dynamic wireless networks;relationship between g-extra connectivity and G-restricted connectivity in networks;and tunable causal consistency: specification and implementation.
The proceedings contain 3 papers. The topics discussed include: SABO: dynamic MPI+OpenMP resource balancer;LEC-PR: proactive recovery method in erasure-coded storage;and Petri nets for concurrent programming.
ISBN:
(纸本)9781665475082
The proceedings contain 3 papers. The topics discussed include: SABO: dynamic MPI+OpenMP resource balancer;LEC-PR: proactive recovery method in erasure-coded storage;and Petri nets for concurrent programming.
The proceedings contain 117 papers. The topics discussed include: a novel iBeacon deployment scheme for indoor pedestrian positioning;near-optimal resource allocation and virtual network function placement at network ...
ISBN:
(纸本)9781665408783
The proceedings contain 117 papers. The topics discussed include: a novel iBeacon deployment scheme for indoor pedestrian positioning;near-optimal resource allocation and virtual network function placement at network edges;predicting downside in stock market using knowledge and news data;two-layer traffic signal optimization: a EDGE-assisted pressure balance approach based on cooperative game;passenger payment willingness prediction by static and dynamic multi-dimensional ticket attributes fusion;towards network-accelerated ML-based distributed computer vision systems;ATO-EDGE: adaptive task offloading for deep learning in resource-constrained edge computing systems;anti-replay: a fast and lightweight voice replay attack detection system;an electromagnetic covert channel based on neural network architecture;choosing appropriate AI-enabled edge devices, not the costly ones;and BRNN-GAN: generative adversarial networks with bi-directional recurrent neural networks for multivariate time series imputation.
The proceedings contain 49 papers. The topics discussed include: DNA image encryption based on the residual number system;application of 3DS max : modeling method on interior and exterior renovation for Dai villages i...
ISBN:
(纸本)9781665417389
The proceedings contain 49 papers. The topics discussed include: DNA image encryption based on the residual number system;application of 3DS max : modeling method on interior and exterior renovation for Dai villages in Puer City, Yunnan;research on bank personal credit evaluation based on decision tree model;a SLAM data association method for unmanned distribution vehicle based on improved artificial fish swarm algorithm;user group portrait method of integrated energy system based on multi-source big data;end-to-end medical image denoising via cycle-consistent generative adversarial network;and formation mechanism model of farmers’ online purchase intention towards agricultural means of production based on the theory of planned behavior.
The proceedings contain 138 papers. The topics discussed include: research on near-infrared spectroscopy calibration transfer algorithm based on piecewise direct standardization and K-Nearest neighbor;research on inte...
ISBN:
(纸本)9798350352719
The proceedings contain 138 papers. The topics discussed include: research on near-infrared spectroscopy calibration transfer algorithm based on piecewise direct standardization and K-Nearest neighbor;research on intelligent data operation and maintenance management scheme;GAIPPTSC: an efficient container tasks orchestration and scheduling algorithm;enhancing network security: machine learning evaluation for intrusion detection in power load management system;UAV anomaly detection model based on integrated multi-modal neural network and neural architecture search;frequency hopping modulation format recognition based on higher-order cyclic cumulants and neural network classifier;cluster-based two-stage client selection strategy for personalized federated learning;and implementation of fir digital filter algorithm in C language on DSP platform.
The proceedings contain 40 papers. The topics discussed include: a queueing system to jobs scheduling problem in AGVs;power aware scheduling of tasks on FPGAs in data centers;extending the Legio resilience framework t...
ISBN:
(纸本)9798350363074
The proceedings contain 40 papers. The topics discussed include: a queueing system to jobs scheduling problem in AGVs;power aware scheduling of tasks on FPGAs in data centers;extending the Legio resilience framework to handle critical process failures in MPI;FlexRoute: a fast, flexible and priority-aware packet-processing design;enhancing security in user-centered authentication using KERI;benchmarking parallelization models through Karmarkar’s interior-point method;BTO, block and thread optimization of GPU kernels on geophysical exploration;CAPSlog: scalable memory-centric partitioning for pipeline parallelism;exploiting elasticity via OS-runtime cooperation to improve CPU utilization in multicore systems;and scaling expected force: efficient identification of key nodes in network-based epidemic models.
The proceedings contain 40 papers. The special focus in this conference is on parallel and distributed Computing. The topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge...
ISBN:
(纸本)9783031488023
The proceedings contain 40 papers. The special focus in this conference is on parallel and distributed Computing. The topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge to Fog;the Implementation of Battery Charging Strategy for IoT Nodes;subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment;towards a Simulation as a Service Platform for the Cloud-to-Things Continuum;cormas: The Software for Participatory Modelling and Its Application for Managing Natural Resources in Senegal;Malleable APGAS Programs and Their Support in Batch Job Schedulers;task-Level Checkpointing for Nested Fork-Join Programs Using Work Stealing;making Uintah Performance Portable for Department of Energy Exascale Testbeds;Benchmarking the parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java;parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC systems;Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture;enhancing Supercomputer Performance with Malleable Job Scheduling Strategies;a Performance Modelling-Driven Approach to Hardware Resource Scaling;Adaptive HPC Input/Output systems;dynamic Allocations in a Hierarchical parallel Context;designing a Sustainable Serverless Graph Processing Tool on the Computing Continuum;diorthotis: A parallel Batch Evaluator for Programming Assignments;Experiences and Lessons Learned from PHYSICS: A Framework for Cloud Development with FaaS;improved IoT Application Placement in Fog Computing Through Postponement;high-Performance distributed Computing with Smartphones;blockchain-Based Decentralized Authority for Complex Organizational Structures Management;Transparent Remote OpenMP Offloading Based on MPI;DAPHNE Runtime: Harnessing parallelism for Integrated Data Analysis Pipelines;exploring Factors Impacting Data Offloading Performance in
The proceedings contain 40 papers. The special focus in this conference is on parallel and distributed Computing. The topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge...
ISBN:
(纸本)9783031506833
The proceedings contain 40 papers. The special focus in this conference is on parallel and distributed Computing. The topics include: Towards Resource-Efficient DNN Deployment for Traffic Object Recognition: From Edge to Fog;the Implementation of Battery Charging Strategy for IoT Nodes;subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment;towards a Simulation as a Service Platform for the Cloud-to-Things Continuum;cormas: The Software for Participatory Modelling and Its Application for Managing Natural Resources in Senegal;Malleable APGAS Programs and Their Support in Batch Job Schedulers;task-Level Checkpointing for Nested Fork-Join Programs Using Work Stealing;making Uintah Performance Portable for Department of Energy Exascale Testbeds;Benchmarking the parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java;parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC systems;Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture;enhancing Supercomputer Performance with Malleable Job Scheduling Strategies;a Performance Modelling-Driven Approach to Hardware Resource Scaling;Adaptive HPC Input/Output systems;dynamic Allocations in a Hierarchical parallel Context;designing a Sustainable Serverless Graph Processing Tool on the Computing Continuum;diorthotis: A parallel Batch Evaluator for Programming Assignments;Experiences and Lessons Learned from PHYSICS: A Framework for Cloud Development with FaaS;improved IoT Application Placement in Fog Computing Through Postponement;high-Performance distributed Computing with Smartphones;blockchain-Based Decentralized Authority for Complex Organizational Structures Management;Transparent Remote OpenMP Offloading Based on MPI;DAPHNE Runtime: Harnessing parallelism for Integrated Data Analysis Pipelines;exploring Factors Impacting Data Offloading Performance in
暂无评论