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- W2463848491 abstract "Large enterprises require reliable and scalable network connectivity which relies heavily on correct network design for LAN and ample bandwidth on WAN. The latter is mostly affected by external market-defined prices, which, absent careful optimization and estimation, can result in unnecessary business expenses. This paper presents a framework for network capacity forecast of a large enterprise to enable accurate and reliable prediction of WAN requirements for all enterprise offices. Quarterly forecasts are generated for individual offices in an enterprise network using historical bandwidth utilization for each office and their associated usage headcount. This framework is currently used to inform WAN circuit upgrade/downgrade decisions for more than 70 offices, and more than 200 associated circuits. The framework uses statistical regression models to create 6, 12, and 24 months forecast for each office, and rigorously evaluates the forecast accuracy with real data going back to 2014Q1. This office-centric approach makes the framework applicable to any corporate network or any large/distributed network-dependent organization." @default.
- W2463848491 created "2016-07-22" @default.
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- W2463848491 date "2016-04-01" @default.
- W2463848491 modified "2023-09-24" @default.
- W2463848491 title "WAN capacity forecasting for large enterprises" @default.
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- W2463848491 doi "https://doi.org/10.1109/noms.2016.7502956" @default.
- W2463848491 hasPublicationYear "2016" @default.
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