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edge computing

2,851 papers

#edge computing Open access Oct 2026

OSIRIS × CyberContext: Governed Dual-Substrate Execution, Deterministic AST Provenance Firewalls, and Tamper-Evident Benchmarking for Autonomous Multi-Agent Systems

This technical report introduces OSIRIS × CyberContext, a zero-dependency, local-first companion runtime for autonomous coding agents, dense retrieval benchmarking, and low-latency physical device abstraction. Key Architecture & Guarantees: Olmo 3 MTEB / BEIR Retrieval Reproducibility: Canonical RFC 8785 JSON hash-chai...

Devin Phillip Davis, OSIRIS Autonomous Research Runtime · 0 citations
#edge computing Oct 2026

Fast Trajectory Similarity Computation over Road networks

With the widespread application of trajectory data in areas such as traffic management and route planning, efficiently computing trajectory similarity for fast retrieval has become a critical challenge. Existing methods for trajectory similarity measurement often face issues of low computational efficiency and poor sca...

Shao-Xuan Gu, Hui Zhang, Lei Li et al. · 0 citations
#edge computing Open access Oct 2026

The Surface That Counts Its Own Boundary

The boundary of the tetrahedron is a sphere, and a sphere has no boundary. We make the second fact a finite computation: over the two-element field, the boundary surface of a tetrahedron certifies its own closure by a local count — every edge lies in exactly two faces — rather than by any global topological argument. W...

The Institute for Applied Ontological Mathematics · 0 citations
#edge computing Open access Oct 2026

The Missing Eigenvalue

A proof strategy is an object with a shape, and the shape can be wrong before a single lemma is attempted. We study one such strategy for Goldbach's conjecture — the proposal to cover the even numbers by an expanding family of graphs on prime states, so that a spectral gap forces the count of prime-pair representations...

The Institute for Applied Ontological Mathematics · 0 citations
#edge computing Open access Oct 2026

Physarum toybox 1.0: an interactive finger-front model of the vein network of Physarum polycephalum

A small, free Python program for playing with the growth of the vein network of the slime mould Physarum polycephalum. Core idea (from the author's experiments): every finger of the growth front leaves exactly one vein, so splitting and fusion of fingers alone produce a network of degree-3 nodes. Added from the literat...

Werner Baumgarten · 0 citations
#edge computing Open access Oct 2026

Pleuroparenchymal fibroelastosis in a monogenic mitochondrial DNA depletion syndrome

Background Pleuroparenchymal fibroelastosis (PPFE) is a rare, most often idiopathic fibrotic lung disease with poor prognosis, mainly affecting adults. Biallelic pathogenic variants in the deoxyguanosine kinase gene ( DGUOK ) cause a mitochondrial DNA (mtDNA) depletion syndrome, predominantly affecting infants with sev...

Sandra von Hardenberg, Pia Maier, Leonard Christian et al. · 0 citations
#edge computing Open access Oct 2026

ECO-EDGE: joint DAG offloading and fabric routing in Multi-AP MEC via conic optimization

Mobile Edge Computing (MEC) enables low-latency services by migrating computational resources closer to end-users. However, as mobile workloads increasingly adopt complex Directed Acyclic Graph (DAG) topologies, system performance is strongly affected by interdependent data shuffling across the inter-server fabric and...

Mofadal Alymani, Alhanof Almutairi, Fatimah Alhayan et al. · 0 citations
#edge computing Open access Oct 2026

EDGE COMPUTING ВА CLOUD COMPUTING: DIFFERENCES AND INTEGRATION

Closed-loop quality control in metal cutting is reported as achieved whenever a system pairs a monitoring signal with an adjustable process parameter. The monitoring component and the control component are, in the great majority of published systems, validated on two separate benchmarks: a detector is scored on how acc...

Kurbanov Z., Yuldoshev R., Toshpulotov Sh. · 0 citations
#edge computing Open access Oct 2026

How Much of a Program Is a Theorem?

A geometric research program of V. Veselov proposes to read curvature, a flow, and a spectral trace off a family of graphs built from the golden mean, and to reach — eventually — a bridge to the Riemann hypothesis. A program is not a theorem. We ask a sharper question: exactly how much of it is one? We answer by constr...

The Institute for Applied Ontological Mathematics · 0 citations
#edge computing Open access Oct 2026

การอยรอดแบบแยกตวและการกำกบตนเอง HEAIN Core Protocol 1.3: การคนบทบาทอตโนมต การทำงานตอเมอเครอขายขาด และการกำกบการตงคาทงลำดบชน สำหรบ Edge AI แบบแฟรกทล

บทคัดย่อ HEAIN-CORE-1.1 [5][6] พิสูจน์ว่ากระบวนการหลักทั้งเจ็ดของ HEAIN Core Protocol ทำงานได้จริงบนฮาร์ดแวร์ และ HEAIN-CORE-1.2 [9] ทำให้การเลื่อนขั้นไต่ได้หลายระดับ แต่ยังเหลือข้อจำกัดห้าข้อที่ทำให้ระบบยังไม่พร้อมรับเหตุขัดข้องจริง ได้แก่ การคืนบทบาทที่ต้องทำด้วยมือแบบเข้าหลัง–ออกก่อน การแยก "เครือข่ายขาด" ออกจาก "โห...

JAKKRIT BOONMA · 0 citations
#edge computing Open access Oct 2026

Task-Centric IoT Service Orchestration Across the Edge–Fog–Cloud Continuum: A Structured Review and 6G-Oriented Framework

Abstract: The rapid growth of Internet of Things (IoT) deployments is producing workloads whose latency, bandwidth, energy, privacy, and reliability requirements vary over time. Cloud-centric processing provides substantial compute and storage capacity, but device-to-cloud communication can increase delay and network t...

Komal Prasad Kanojia, Vidisha Sonawane, Harshada Patil et al. · 0 citations
#edge computing Open access Oct 2026

The Reaction Cell of the Sulfur Pair: Co-synthesis on a Single Chrysene Unit, a Disulfide Bridge, and Two Forced Asymmetries

The corpus establishes, by inspection, that exactly two of the twenty structures require a heteroatom with no source within the carrier, and places them under a hypothesis about the medium which it states and declines to establish [Sch26o]. This paper supplies the object in which those two structures are formed, and re...

Charles Schaper · 0 citations

From tech blogs

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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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