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edge computing

2,462 papers

#edge computing Editorial Open access Sep 2026

Editorial: Education in synthetic biology

Synthetic Biology (SB) has emerged as a highly innovative field over the last two decades, bringing with it a vast array of tools, objectives, and significant recognition within the broader scientific community. As the field has grown, it has attracted researchers from a wide range of disciplines, including biology, bi...

Pasquale Stano, Brian Ingalls, Siyu Li · 0 citations
#edge computing Review Open access Sep 2026

Virtual Power Plants: A Review of Cyber-Physical Infrastructures, Hierarchical Operation, and Coupled Market Participation

The developments of VPPs in key technologies, scheduling and market design are reviewed, showing how the future digital technologies will transform VPPs out of simple resource pooling to multi-market revenue generation.

Hui-Qun Yu, Zhi-Xin Chen, Xiao-Yan Su et al. · 0 citations
#edge computing Open access Sep 2026

CA-FMLOps: Evaluating Edge Filtering and Carbon-Aware Scheduling in Sustainable MLOps

Artificial intelligence can support climate mitigation, but the computing systems used to develop and operate it can also intensify energy demand, data movement, and greenhouse-gas emissions. This paper presents and evaluates CA-FMLOps—Carbon-Aware Frugal Machine Learning Operations—as a design-science framework for cl...

Savio Chacko Xavier · 0 citations
#edge computing Open access Sep 2026

6G Fundamentals for Telecom Engineers

This technical white paper provides a practical introduction to 6G and the evolution from 5G-Advanced toward the ITU IMT-2030 framework. It covers the 6G vision, standardisation status, usage scenarios, capability targets, system architecture, AI-native networks, AI/ML in RAN and network operations, integrated sensing...

Nishant Tyagi · 0 citations
#edge computing Dataset Open access Sep 2026

Laboratory dataset for a locally fabricated flat Coanda-effect screen: 52 clear-water runs and model capacity predictions

Laboratory dataset for a locally fabricated flat Coanda-effect screen Fifty-two clear-water runs on a flat Coanda-effect screen intake fabricated from locally available materials, with the measured capture compared against the predictions of the Coanda-effect screen analysis software distributed by the US Bureau of Rec...

Eduardo Carrión Coronel · 0 citations
#edge computing Book Sep 2026

Advanced crop monitoring using unmanned aerial vehicle with Internet of Things and cloud computing

This chapter includes detailed explanation on unmanned aerial vehicles (UAVs), Received Signal Strength Indicator (RSSI) scanning and communication protocols that can be used to maximize agricultural yield. Internet of Things (IoT) devices in agricultural applications can offer important plant data like soil moisture,...

Sumit Kumar Jindal, Muthke Vivek · 0 citations
#edge computing Open access Sep 2026

waldowda/spec-echem: v0.3.1

This is the first GitHub release since v0.1.0, so it covers everything added in 0.2.0 and 0.3.0 as well. Full detail is in CHANGELOG.md. spec-echem synchronises a potentiostat with a UV-Vis spectrometer for spectroelectrochemistry, so that optical and electrochemical data share one time base. It is still pre-release: t...

Dean Waldow · 0 citations
#edge computing Open access Oct 2026

An Efficient Resource Allocation Algorithm with Load Balancing Mechanism to Enhance QoS Parameters in Fog Environment

With the proliferation of Internet of Things (IoT) applications, a massive amount of data has been produced, requiring an efficient platform to store and process this data. Cloud computing has the ability to tackle such enormous data, but cannot provide real-time response to latency sensitive IoT applications. Fog comp...

M. Aknan, Maheshwari Prasad Singh, Rajeev Arya · 0 citations
#edge computing Open access Sep 2026

Code, protocols and data for: Null-model treatment of the sensory-motor boundary changes an evolutionary connectome comparison

Code, frozen pre-registration protocols, analysis outputs, figures and manuscripts for the preprint Null-model treatment of the sensory-motor boundary changes an evolutionary connectome comparison. Agents whose brain is a compressed adult Drosophila FlyWire v783 connectome evolve in a 2D foraging world next to populati...

박규정 · 0 citations
#edge computing Open access Sep 2026

Hardware-Adaptive Inference Orchestration: Zero-Overhead Local LLM Agents on Resource-Constrained Edge Devices

Autonomous AI agents typically rely on multi-turn ReAct loops that demand repeated system-prompt evaluation, persistent state tracking, and frequent tool selection. On constrained edge hardware—especially CPU-only devices with approximately 8 GB of RAM—this style of orchestration creates two compounding failure modes:...

Siddardha Shayini · 0 citations
#edge computing Open access Sep 2026

6G Fundamentals for Telecom Engineers

This technical white paper provides a practical introduction to 6G and the evolution from 5G-Advanced toward the ITU IMT-2030 framework. It covers the 6G vision, standardisation status, usage scenarios, capability targets, system architecture, AI-native networks, AI/ML in RAN and network operations, integrated sensing...

Nishant Tyagi · 0 citations

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Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

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