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1. (WO2018119568) PREDICTIVE ASSET OPTIMIZATION FOR COMPUTER RESOURCES

Pub. No.:    WO/2018/119568    International Application No.:    PCT/CN2016/112086
Publication Date: Fri Jul 06 01:59:59 CEST 2018 International Filing Date: Tue Dec 27 00:59:59 CET 2016
IPC: H04L 12/26
Applicants: MORGAN STANLEY SERVICES GROUP INC.
NIE, Qingyang
Inventors: MARTIN, Reginald W.
ZHANG, Hongbin
CAO, Jian
Title: PREDICTIVE ASSET OPTIMIZATION FOR COMPUTER RESOURCES
Abstract:
Computer-implemented systems and methods forecast network resource and/or infrastructure needs for an enterprise computer system that employs network servers to host resources that are requested by network users. Based on the forecasts, the network resources can be scaled or provisioned accordingly. The state of the networkservers can be dynamically adjusted to meet the request needs of the users while reducing excess capacity. The forecasting techniques are also applicable to cloud computing environments. Based on the forecasts, the cloud server pool can be scaled dynamically, so that the system's scale satisfies the changing requests and avoids wasting resources when the system is under low load.