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As businesses strive to improve efficiency, reduce latency, and leverage the power of data, understanding the strengths and limitations of these two computing paradigms is crucial. Full article: https://davidohnstad.com/edge-computing-vs-cloud-computing-which-is-the-future/
Most deployed energy-monitoring systems only measure electrical parameters and transmit them to a remote server, whereas equipment condition assessment and automatic optimisation remain undeveloped. This paper proposes the architecture and the mathematical model of a hybrid monitoring platform uniting IoT sensing, edge...
Hybrid service function chains (SFCs) composed of containerized network functions (CNFs) and virtual machine-based network functions (VMNFs) underpin latency-critical services in edge computing environments, yet the order-of-magnitude difference in cold-start latency between the two virtualization types severely underm...
This repository contains the complete analytical Python bounding engine and the standalone HTML interactive Oracle required to replicate the findings in the associated manuscript. Abstract:Machine learning workloads now consume a significant and increasing percentage of global data centers energy. To overcome this prob...
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De-identified household-survey data for 421 farms in the upper río Hacha basin (Florencia, Caquetá, Colombia), surveyed December 2022 to March 2023 under a Participatory Rural Appraisal. How this deposit is organisedFiles 01 to 06 are the reusable base: the farm typology, the livelihood vulnerability indices, the expos...
The Four-Model Theory of Consciousness (FMT; Gruber, 2015, 2026e) specifies consciousness as ongoing self-simulation across two kinds of models — implicit (learned, substrate-level) and explicit (generated, phenomenal) — organized by scope (world vs. self) and mode (implicit vs. explicit), and it requires a substrate c...
Early detection of cellular anomalies remains challenging in resource-limited settings where conventional diagnostic infrastructure is unavailable. This work presents a unified electrochemical-dielectric framework for multimodal (whole blood and buffer) label-free cellular screening that integrates Hydrogen Evolution R...
# LFM-PAPER-045: The Lattice Field Medium **Version**: 38.0 (August 2026 -- flat-octic GOV-02 canonical update) **Upload documentation update (2026-10-02)**: This final package now includes`LFM_V39_EQUATION_ADDENDUM_2026-10-02.md`, a timestamped record of the activev39.0.2 EM/electron research equations. The addendum i...
Marine wharves, consisting of concrete or steel decks supported by pile foundations, operate in harsh marine environments involving waves, vessel impacts, and corrosive seawater. Even minor cracks or early-stage corrosion in piles can lead to sudden structural failure. Early detection is therefore essential. Traditiona...
In this research, I constructed an exact algebraic triple of mutually unbiased bases (MUBs) in ℂ⁶ consisting of the computational basis, a member D(ρ) of the Diţă slice from Karlsson's three-parameter family, and an explicit third basis B. Through exact symbolic computation over a degree-96 number field extension, I pr...
In this research, I constructed an exact algebraic triple of mutually unbiased bases (MUBs) in ℂ⁶ consisting of the computational basis, a member D(ρ) of the Diţă slice from Karlsson's three-parameter family, and an explicit third basis B. Through exact symbolic computation over a degree-96 number field extension, I pr...
Sustainability has become one of the defining scientific and societal challenges of the twenty-first century. Climate change, rapid urbanization, population growth, increasing energy demand, and declining natural resources require decision-making that is continuous, adaptive, and supported by reliable environmental int...
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…
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
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.
By rethinking how large cloud computing systems operate, Associate Professor Christina Delimitrou seeks to make data centers more energy efficient.
A Blog post by Liquid AI on Hugging Face
An ongoing survey tracks the latest AI accelerator systems to keep hardware relevant for Lincoln Laboratory staff and sponsors.
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