DISTRIBUTED MACHINE LEARNING ANALYTICS FRAMEWORK FOR THE ANAYLSIS OF STREAMING DATA SETS FROM A COMPUTER ENVIROMENT

    公开(公告)号:EP3323047A1

    公开(公告)日:2018-05-23

    申请号:EP16825184.1

    申请日:2016-07-14

    CPC classification number: G06N99/005 G06F9/45533 G06F11/34 G06F2009/45591

    Abstract: Embodiments of the present innovation relate to a host device that includes a configured to receive a set of data elements from a computer infrastructure, the set of data elements relating to at least one attribute of at least one computer environment resource of the computer infrastructure. The controller is configured to assign each data element of the set of data elements to a data retention location based upon a time statistic identifier associated with each data element of the set of data elements and to compare a training data set and the data elements associated with a selected data retention location to detect a data anomaly associated with the set of data elements. In response to detecting the data anomaly associated with the data elements associated with the selected data retention location, the controller is configured to generate a data anomaly notification.

    AGENTLESS REMOTE IO CACHING PREDICTION AND RECOMMENDATION

    公开(公告)号:EP3323049A1

    公开(公告)日:2018-05-23

    申请号:EP16825102.3

    申请日:2016-07-13

    Abstract: A host device includes a controller configured to receive input/output (TO) access information associated with an IO workload, the IO access information identifying at least one of a read action and a write action associated with the IO workload over a period of time. Based upon the received IO access information associated with the storage element, the controller is configured to derive a predicted cache access ratio associated with the IO workload and relating a predicted number of cache accesses associated with the IO workload with at least one of a total number of read actions and a total number of write actions associated with the IO workload. When the predicted cache access ratio reaches a threshold cache access ratio value, the controller is configured to identify the IO workload as an IO workload candidate for caching by the host device.

    INTERFACE FOR ORCHESTRATION AND ANALYSIS OF A COMPUTER ENVIRONMENT
    5.
    发明公开
    INTERFACE FOR ORCHESTRATION AND ANALYSIS OF A COMPUTER ENVIRONMENT 审中-公开
    分析师欧盟计算机学院

    公开(公告)号:EP3167373A1

    公开(公告)日:2017-05-17

    申请号:EP15819073.6

    申请日:2015-07-10

    Abstract: A host server is configured to receive information related to metrics and configurations associated with computer resources of a computer infrastructure, derive and resolve the information into capacity, performance, reliability, and efficiency, as related to attributes associated with the computer resources, including compute attributes such as application, virtual machine (VM) attributes, storage attributes, and network attributes. The host server provides the metrics and attributes in a matrix configuration as a graphical user interface (GUI) on an output device, such as a display. The GUI is configured to provide a user with a single point of view into the computer infrastructure by converging application, compute, storage, and network attributes into capacity, performance, reliability, and efficiency concepts. With such a configuration, the GUI allows the end user to readily review the environments for potential issues in a time efficient manner, as well as solutions provided by the GUI.

    Abstract translation: 主机服务器被配置为接收与计算机基础设施的计算机资源相关联的度量和配置的信息,导出并将信息解析为与计算机资源相关联的属性(包括计算属性)的容量,性能,可靠性和效率 例如应用程序,虚拟机(VM)属性,存储属性和网络属性。 主机服务器将矩阵配置中的度量和属性作为输出设备(如显示器)上的图形用户界面(GUI)提供。 GUI被配置为通过将应用,计算,存储和网络属性融合到容量,性能,可靠性和效率概念中来向用户提供单个视点到计算机基础设施。 通过这样的配置,GUI允许最终用户以时间有效的方式容易地查看潜在问题的环境,以及由GUI提供的解决方案。

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