Multi-Step Internet Traffic Forecasting Models with Variable Forecast Horizons for Proactive Network Management

The ISP (Internet Service Provider) industry relies heavily on internet traffic forecasting (ITF) for long-term business strategy planning and proactive network management. Effective ITF frameworks are necessary to manage these networks and prevent network congestion and over-provisioning. This stud...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Sajal Saha, Anwar Haque, Greg Sidebottom
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	MDPI AG 2024-03-01
श्रृंखला:	Sensors
विषय:	anomaly detection gradient boosting gradient descent traffic forecast traffic prediction machine learning
ऑनलाइन पहुंच:	https://www.mdpi.com/1424-8220/24/6/1871
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