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edge computing

3,051 papers

#edge computing Open access Sep 2026

MMoRWaD: A Multimodal Dataset for Recyclable Waste Recognition Acquired with an Edge-Node Reverse Vending Machine Station

This work developed a custom edge-node reverse-vending-machine data-collection station equipped with multimodal sensors to co-record RGB-D video streams and impact audio on a single local compute node within the same acquisition window to support research on multimodal waste recognition, sensor fusion, and resource-eff...

Evangelos Kalaitzis, Emmanouil Tsardoulias, A. Symeonidis · 0 citations
#edge computing Sep 2026

Change Management for Supply‐Chain Transformation

This chapter is an analytical report of the way in which data are generated, collected, processed, and used in the consumer device ecosystem. It starts with classifying the different types of devices, which produce varying streams of data, through the use of smartphones, wearables, and smart home systems, among others....

S. B. Donaev, A. V. Alizadeh, M. Singh et al. · 0 citations
#edge computing Open access Sep 2026

FAMIO: Reproducibility Package for "Joint Communication, Computation, and Trajectory Optimization for UAV-Enabled Mobile Edge Computing in Smart City IoT Networks"

MATLAB implementation, instance files, saved results and figure scriptsreproducing every figure in the manuscript "Joint Communication,Computation, and Trajectory Optimization for UAV-Enabled Mobile EdgeComputing in Smart City IoT Networks" (Scientific Report under review, 2026). The package implements FAMIO, a feasibi...

Fahad F. Alruwaili, Hadeel Alsolai, Mohammed Aljaafari et al. · 0 citations
#edge computing Open access Sep 2026

Reusing Spare Vehicle Computing Capacity: Is It Viable, Profitable and Sustainable?

Simulator and reproduction scripts for the paper of the same title. The capsule regenerates every figure and table of the paper and of its supplementary material from the raw output of the simulation campaign, which is downloaded on run. Vehicular Cloud Computing is evaluated on SUMO traces of downtown Rome under three...

Rosario Patané, Nadjib Achir, Andrea Araldo et al. · 0 citations
#edge computing Open access Sep 2026

New edge proposed: wolfe_wave_abcd_breakout — E8 Intelligence Research

{ "name": "wolfe_wave_abcd_breakout", "source": "Bill Wolfe / Wolfe Wave trading literature", "type": "entry_engine", "rule": "Identify a 5-point Wolfe Wave on 15min-1H bars where point 3 is below point 1 (for bullish) and point 5 is below point 3 with slope of line 1-4 pointing up; enter long when price breaks above t...

Andrew Stewart Caldin · 0 citations
#edge computing Open access Sep 2026

AI-Enhanced Anomaly Detection in Water Treatment Plants

Industrial water treatment plants are increasingly dependent on cyber–physical systems (CPS) and automated control processes for their operational safety and efficiency. However, the embedding of digital control networks exposes these critical infrastructures to sophisticated cyber–physical attacks, including malicious...

Ahmad Ihsan Akmal Izram, Mohamed Hadi Habaebi, Mohammed Abdulla Salim Al Husaini · 0 citations
#edge computing Open access Sep 2026

Connecting the Canopy: C-Band and Ku-Band Satellite Technologies for Sustainable Oil Palm Plantation Management in Indonesia—A Review

Indonesia's oil palm plantations are increasingly expected to combine high productivity with environmental protection, traceability, worker welfare, and smallholder inclusion. Achieving these objectives requires reliable digital connectivity across plantation landscapes that are frequently extensive, remote, and inadeq...

Loso Judijanto · 0 citations
#edge computing Open access Sep 2026

Collaborative Research: CyberTraining: Pilot: A Zero Trust-Based Security Training Program in Open RAN Cyberinfrastructure

The Open Radio Access Network (O-RAN) has emerged as a transformative advancement in next-generation cellular cyberinfrastructure through its support for open interfaces, modular architectures, virtualization, and multi-vendor interoperability. Although these capabilities significantly accelerate innovation in future m...

Yanjun Pan, Qinghua Li, Shangqing Zhao et al. · 0 citations
#edge computing Open access Sep 2026

Sustainable Cloud Computing in the AI Era: Energy-Aware Infrastructure, Edge Integration and Security Challenges

It is concluded that future cloud systems need to provide performance while also reducing unnecessary energy consumption and maintaining security and reliability, and that artificial intelligence can be used to improve cloud resource management and reduce resource usage.

Fayiza Rinaz K. M, Ayesha Thahleela K. K, Aaslim Sanofar A et al. · 0 citations
#edge computing Open access Sep 2026

BC-250 LLM inference benchmarks: harnesses and raw results for the J.UCS revision (akandr/bc250, jucs-revision-5)

Harnesses and raw results for the experiments added in the J.UCS revision of the paper Deploying LLM Inference on a Repurposed UMA APU: Transferable Lessons from a Vulkan-Only, 16 GB Edge Platform. Contents: benchmarks/bench-a*.py, benchmarks/diag-*.py, benchmarks/heads.py: measurement harnesses (KV-cache width versus...

Artur Andrzejczak · 0 citations
#edge computing Open access Sep 2026

kr-colab/mkado: v0.6.0 - Bug-fix release

Bug-fix release. No options were added or removed. The thirty fixes below came out of a coverage push that took the test suite from 311 to 718 tests and line coverage from 68 to 95 percent, and out of the bug reports filed along the way. Several fixes change reported numbers: a multi-allelic codon now counts each of it...

Andrew Kern, kevinkorfmann, 김은찬 · 0 citations

From tech blogs

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Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

MIT News · Artificial Intelligence Oct 28, 2026

Making machines that can listen

Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.

Microsoft Research Blog Oct 21, 2026

Solving a 31-year-old grand challenge in mathematics – the KLS conjecture

For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…

MIT News · Artificial Intelligence Oct 15, 2026

AI model decodes the language cells use to communicate

A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.

Microsoft Research Blog Oct 15, 2026

Proof-based general-purpose computing with Magnetar

Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.

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