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edge computing

3,051 papers

#edge computing Open access Sep 2026

Analysis code and outputs: cryptocurrency designation reaches the addresses that moved the money, not the infrastructure that carries it

Code and analysis outputs supporting the manuscript. Every quantity reported in the paper is drawn from the JSON files in analysis/, each produced by a script in scripts/. The study uses three kinds of data: the complete on-chain USDT histories of the 490 addresses named in Israeli counter-terrorism seizure orders and...

Qian'ang Mao, Jiaxin Wang, Jiaqi Yan · 0 citations
#edge computing Sep 2026

Strain‐Engineered Zener Tunneling Diodes Enable Energy‐Efficient Neuromorphic Edge Vision

Machine vision systems face severe bandwidth‐latency bottlenecks and high power consumption due to massive unstructured data transfer. Edge computing via sensor‐level nonlinear computation offers a promising pathway to reduce data volume. However, existing breakdown‐based neuromorphic photodiodes typically rely on...

Jian Ren, Xiang-Hong Zhang, Yang Wang et al. · 0 citations
#edge computing Dataset Open access Sep 2026

Mirror, Mirror, in XR: Asymmetric Mimicry in XR Social Interactions

Mirror, Mirror, in XR: Motion-Capture Dataset, Processing Pipeline, and Analysis Code Description This deposit contains the full data-processing and analysis pipeline underlying a within-subjects VR study of imposed social mirroring. Twelve dyads (24 participants) held structured conversations under three counterbalanc...

Anonymous · 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 Book Sep 2026

Automated Patient Monitoring and Decision Support in Intensive Care Units (ICUs)

Intensive Care Units (ICUs) manage critically ill patients through continuous monitoring and life-sustaining interventions. Traditional monitoring systems, while essential, often suffer from data silos, alarm fatigue, and limited integration, hindering timely clinical decisions. In the recent past, the development of a...

Paul Olujide Adebayo, Adesina Ayodele Joshua, Usman-Hamza Fatimah Enehezei et al. · 0 citations
#edge computing Open access Sep 2026

Sharp Refinements to Appendix C of OpenAI's Finite Time Blowup for Navier–Stokes: Explicit Variance Selection, Sharp Second-Order Moment Asymptotics, and Internal Exact Restoration

This research note gives three sharp refinements to Appendix C, “Realizing the admissible stress cone,” of OpenAI’s 2026 preprint Finite Time Blowup for Navier–Stokes. First, the implicit scalar variance-selection step in Lemma C.1 is replaced by an algebraic Poisson-kernel parameterization. The associated upper admiss...

John Rhodes · 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
#edge computing Book Sep 2026

The Cloud–Edge Continuum for Scalable and Responsive Healthcare Delivery

The rapidly increasing data and digitization cause several challenges in the healthcare industry, with the increasing demand for high data, such as electronic health records (EHRs)-related data, medical imaging data, patient monitoring systems, and big data technology. So by updating, customizing treatments and streaml...

Hemant Kumar Saini, Aditya Dev Mishra · 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

Sharp Refinements to Appendix C of OpenAI's Finite Time Blowup for Navier–Stokes: Explicit Variance Selection, Sharp Second-Order Moment Asymptotics, and Internal Exact Restoration

This research note gives three sharp refinements to Appendix C, “Realizing the admissible stress cone,” of OpenAI’s 2026 preprint Finite Time Blowup for Navier–Stokes. First, the implicit scalar variance-selection step in Lemma C.1 is replaced by an algebraic Poisson-kernel parameterization. The associated upper admiss...

John Rhodes · 0 citations
#edge computing Open access Sep 2026

Descriptors to Dynamics: A Materials and Device Perspective on in-Materio Physical Reservoir Computing for Neuromorphic Edge Intelligence.

Reservoir computing is attractive for edge intelligence because it not only reduces training overhead but also turns transient material physics into computation. In in-materio systems, memory, nonlinearity, separability, and efficiency are not added later at the circuit level; they emerge from defect kinetics, ionic mo...

K. R. Singh, Alif Syafiq Kamarol Zaman, Mu-Zhen Xu et al. · 0 citations

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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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