公开(公告)号：US20210105228A1

公开(公告)日：2021-04-08

申请号：US17063627

申请日：2020-10-05

Applicant: Samsung Electronics Co., Ltd.

Inventor： Vimal Bastin Edwin JOSEPH ,  Karthikeyan SUBRAMANIAM ,  Parvathi MAHESH HEDATHRI ,  Peeyus PAL ,  Karthikeyan NARAYANAN

IPC: H04L12/911 ,  H04L12/24 ,  G06K9/62 ,  G06N5/04

Abstract: This disclosure relates to deployment of additional workload in the NFV-MANO to efficiently utilize resources during a lean workload period of Virtual Network Functions (VNFs) associated with an intelligent cloud platform. The method comprises measuring, over a time period, a current resource utilization level of one or more rendered VNFs. Thereafter, forecasting future resource utilization for the time period based on predictive analysis criteria and the current resource utilization level of the one or more VNFs. The method further comprises a machine learning based inference for determining whether the forecast future resource utilization for said time period is less than a determined optimal resource utilization threshold value of the one or more VNFs. Thereafter, resources of the one or more VNFs to one or more additional workloads are allocated based on the determination of the future resource utilization.

公开(公告)号：US20180322074A1

公开(公告)日：2018-11-08

申请号：US15774912

申请日：2016-11-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Mayuresh Madhukar PATIL ,  Vimal Bastin Edwin JOSEPH

IPC: G06F13/10 ,  G06F13/42

CPC classification number: G06F13/102 ,  G06F13/4295 ,  G06F2213/0042

Abstract: Embodiments herein provide a method and an apparatus of maintaining continuity of an on-going session over a wireless interface and a wired interface. The method includes identifying, by a media agnostic universal serial bus (MA-USB) layer, the on-going session between a USB host and a USB device over the wireless interface, detecting, by an application service platform (ASP) layer, an event corresponding to an interruption of the on-going session in the wireless interface, and concurrently continuing, by the ASP layer, the on-going session over a wired interface between the USB host and the USB device in response to the detected event. Wherein session continuity parameters are exchanged between the USB host and the USB device during one of an initial connection over the wireless interface and while initiating connection over the wired interface.