AI-DRIVEN NETWORK MONITORING: MARKETING HYPE VS. OPERATIONAL REALITY

Abstract: This article aims to compare the marketing promises of AI-driven network monitoring (AIOps) with its operational reality. While AI provides benefits like noise reduction and behavioral analysis, it requires ongoing tuning, customization, and human oversight, far from the plug-and-play solutions often advertised. Keywords: network monitoring, AI, artificial intelligence, IT, internet, network, AIOps. Title: AI-DRIVEN NETWORK MONITORING: MARKETING HYPE VS. OPERATIONAL REALITY Author: Marek Zidek International Journal of Computer Science and Information Technology Research ISSN 2348-1196 (print), ISSN 2348-120X (online) Vol. 13, Issue 2, April 2025 - June 2025 Page No: 5-7 Research Publish Journals Website: www.researchpublish.com Published Date: 15-June-2025 DOI: https://doi.org/10.5281/zenodo.15669580 Paper Download Link (Source) https://www.researchpublish.com/papers/ai-driven-network-monitoring-marketing-hype-vs-operational-reality

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-15
DOI
https://doi.org/10.5281/zenodo.15669580
Primary Topic
Internet of Things and AI
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article
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article

AI-DRIVEN NETWORK MONITORING: MARKETING HYPE VS. OPERATIONAL REALITY

Zenodo (CERN European Organization for Nuclear Research)
Internet of Things and AI
article

AI-DRIVEN NETWORK MONITORING: MARKETING HYPE VS. OPERATIONAL REALITY

article en

Abstract

Abstract: This article aims to compare the marketing promises of AI-driven network monitoring (AIOps) with its operational reality. While AI provides benefits like noise reduction and behavioral analysis, it requires ongoing tuning, customization, and human oversight, far from the plug-and-play solutions often advertised. Keywords: network monitoring, AI, artificial intelligence, IT, internet, network, AIOps. Title: AI-DRIVEN NETWORK MONITORING: MARKETING HYPE VS. OPERATIONAL REALITY Author: Marek Zidek International Journal of Computer Science and Information Technology Research ISSN 2348-1196 (print), ISSN 2348-120X (online) Vol. 13, Issue 2, April 2025 - June 2025 Page No: 5-7 Research Publish Journals Website: www.researchpublish.com Published Date: 15-June-2025 DOI: https://doi.org/10.5281/zenodo.15669580 Paper Download Link (Source) https://www.researchpublish.com/papers/ai-driven-network-monitoring-marketing-hype-vs-operational-reality

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 42%
Internet of Things and AI
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