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edge computing

2,975 papers

#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 Book Sep 2026

Infrastructure and Integration of the Internet of Medical Things (IoMT)

The Internet of Medical Things (IoMT) is a revolutionary technology model that is transforming modern healthcare dramatically. The most important IoMT infrastructure components discussed in this chapter are advanced wearable sensors, cloud and edge computing models, scalable telehealth and remote monitoring systems, an...

Ajeet Kumar Sharma, Saurabh Singhal, Piyush Vashistha et al. · 0 citations
#edge computing Open access Sep 2026

KHIN™: The Portable Digital Self

KHIN™ is the Portable Digital Self, a persistent, sovereign, portable computational entity designed to carry an individual's intelligence, identity, memory, cryptography, value, agents, and network presence as one personal object under the user's ownership and control. The concept addresses the fragmentation of the mod...

Rashon Rahming · 0 citations
#edge computing Open access Sep 2026

Dynamic Consistency-Aware Multi-View Learning with SAM3 for 3D Medical Image Segmentation

A dynamic consistency-aware multi-view framework enhanced with SAM3 for 3D medical image segmentation that achieves superior segmentation accuracy over state-of-the-art approaches, with promising technical performance that supports further multicenter prospective clinical validation.

Xuan Chen, Shao-Long Chen · 0 citations
#edge computing Open access Sep 2026

BigLeak‑Hurrican‑Cosmology August 2026

Short Summary The BigLeak Hurrican Cosmology is an alternative model of the universe that tries to explain all major cosmological observations without Dark Matter, without Dark Energy, and without the Λ‑term. Instead of adding new particles or unknown energy forms, the model builds the universe from one single fundamen...

Harald Peter Joseph Engelhardt · 0 citations
#edge computing Open access Sep 2026

Structured Pad Geometry: Multi-Channel Partitioning, Sequence-Indexed Addressing, and Pure-Tier Media over a Single One-Time Pad

A shared one-time pad is conventionally treated as a single linear byte stream consumed front to back, one message after another. This wastes the pad's structural potential, forces a single serialised channel, and leaves the pad's most dangerous failure — reuse of bytes across two messages — as a discipline the impleme...

AriaLabs Systems LLC · 0 citations
#edge computing Open access Sep 2026

KHIN™: The Portable Digital Self

KHIN™ is the Portable Digital Self, a persistent, sovereign, portable computational entity designed to carry an individual's intelligence, identity, memory, cryptography, value, agents, and network presence as one personal object under the user's ownership and control. The concept addresses the fragmentation of the mod...

Rashon Rahming · 0 citations
#edge computing Open access Sep 2026

DS-CTAN for Lightweight Facial Expression Recognition in Edge Systems

This paper presents DS-CTAN, a lightweight two-stream network for facial expression recognition in edge-based distributed systems. Designed for heterogeneous devices such as mobile phones, Jetson, and Raspberry Pi with TPU, it combines spatial feature extraction with temporal attention to capture dynamic facial movemen...

Liao Guo, Yaomin Zhang · 0 citations
#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

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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