MQTT
PulseAugur coverage of MQTT — every cluster mentioning MQTT across labs, papers, and developer communities, ranked by signal.
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New 'Forking-Sequences' architecture boosts time series forecast accuracy and stability
A new research paper introduces "Forking-Sequences," a novel neural network architecture designed to improve the efficiency and reduce the volatility of multi-horizon time series forecasting. This approach processes the…
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Smart-home agent treats 1B AI model as untrusted input
A new smart-home agent called EdgeHome Harness demonstrates a novel approach to AI reliability by treating its own 1B parameter model as untrusted input. Developed by a community member and showcased by OpenBMB, the sys…
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Random Forest Classifier leads in IoT intrusion detection study · arXiv paper
A new research paper analyzes the security of Internet of Things (IoT) networks by comparing the effectiveness of five machine learning algorithms for intrusion detection. The study utilized the Gotham2025 dataset, whic…
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Pharma maintenance shifts to AI-driven predictive systems to ensure compliance
Modern pharmaceutical manufacturing requires a sophisticated computerized maintenance management system (CMMS) to handle the critical nature of equipment failures. Unlike other industries, equipment downtime in pharma c…
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New framework simplifies IoT testing with diverse device profiles
Researchers have developed IoT-Zoo, a container-based framework designed to create realistic and reproducible experimental data for the Internet of Things. This platform, built on Containernet, supports diverse IoT devi…
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EdgeCitadel platform streamlines AI agent orchestration at the network edge
Researchers have developed EdgeCitadel, a new platform designed to orchestrate AI agents operating at the edge of networks. This system utilizes a hybrid NATS-MQTT approach, integrating MQTT for diverse agent connectivi…
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Jneopallium project integrates diverse protocols for model building
The Jneopallium project has released updates demonstrating its capability to build models using various data protocols and standards. These updates showcase integration with OpenTelemetry, HL7 FHIR, MQTT with Sparkplug …
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Tech entrepreneur uses AI to manage home data migration and smart devices
A tech enthusiast and entrepreneur detailed his experience integrating AI into his home, starting with migrating his digital life to a new MacBook Pro. He utilized Claude Code, an AI assistant, to manage the complex tra…
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Research uncovers new IoT network attack manipulating false positive alerts
A new paper details a cyberattack called the False Positive Rate (FPR) manipulation attack (FPA), which targets industrial IoT networks. This attack exploits domain-specific knowledge of the MQTT protocol to subtly alte…
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IoT-enhanced CNN detects cracks in additive manufacturing with 99.54% accuracy
Researchers have developed an IoT-enhanced deep learning system for detecting cracks in additive manufacturing. The framework integrates real-time monitoring, edge computing, and convolutional neural networks (CNNs) to …