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PPO-based autonomous transmission period control system in IoT edge computing
With the recent explosive growth of the Internet of Things (IoT), edge computing is emerging
as a modern computing paradigm that coexists with the cloud to process massive amounts …
as a modern computing paradigm that coexists with the cloud to process massive amounts …
A multivariate-time-series-prediction-based adaptive data transmission period control algorithm for IoT networks
In order to reduce unnecessary data transmissions from Internet of Things (IoT) sensors, this
article proposes a multivariate-time-series-prediction-based adaptive data transmission …
article proposes a multivariate-time-series-prediction-based adaptive data transmission …
A novel deep-learning-based robust data transmission period control framework in IoT edge computing system
This article proposes a novel deep learning-based robust Internet of Things (IoT) sensor
data transmission period control (DL-RDTPC) framework in an IoT edge computing system …
data transmission period control (DL-RDTPC) framework in an IoT edge computing system …
IEC-TPC: an imputation error cluster-based approach for energy optimization in IoT data transmission period control
In a variety of Internet of Things (IoT) applications, there is a growing need to constantly
transmit large amounts of real-time data from IoT sensors to enable precise environmental …
transmit large amounts of real-time data from IoT sensors to enable precise environmental …
On the experiences with testbeds and applications in precision farming
While success stories are likely to be reported, failures are rarely published--even if a lot can
be learned from them. In this paper we present experiences and findings from our testbed …
be learned from them. In this paper we present experiences and findings from our testbed …
Enabling Programmable Metric Flows
In the evolving computing landscape, extending from centralized clouds to multi-cloud and
edge, the need for adaptable observability is becoming increasingly critical. Traditional static …
edge, the need for adaptable observability is becoming increasingly critical. Traditional static …
[HTML][HTML] Impact of Real-World Energy Consumption Variance on Internet of Things Node Lifetime Predictions
Node lifetime predictions are a crucial design time tool when develo** Internet of Things
(IoT) solutions with constrained energy budgets. However, this analysis is typically based on …
(IoT) solutions with constrained energy budgets. However, this analysis is typically based on …
An Edge-Based Intelligent IoT Control System: Achieving Energy Efficiency with Secure Real-Time Incident Detection
In this study, we present an edge-based intelligent IoT control system designed to optimize
energy efficiency while ensuring secure and real-time incident detection. The system …
energy efficiency while ensuring secure and real-time incident detection. The system …
Hypnos: A hardware and software toolkit for energy-aware sensing in low-cost iot nodes
Through the Internet of Things (IoT), autonomous sensing devices can be deployed to
regularly capture environmental and other sensor measurements for a variety of usage …
regularly capture environmental and other sensor measurements for a variety of usage …
Data accuracy pattern-based transmission period control algorithm for iot networks
As various Internet of Things technologies emerges, IoT monitoring services are rapidly
developed. Most IoT sensors deployed in an IoT monitoring environment should reduce the …
developed. Most IoT sensors deployed in an IoT monitoring environment should reduce the …