Optimized deployment of analytic models in an edge topology

    公开(公告)号:AU2021269911A1

    公开(公告)日:2022-10-27

    申请号:AU2021269911

    申请日:2021-04-28

    Applicant: IBM

    Abstract: Provided are techniques for optimized deployment of analytic models in an edge topology. A description of a multi-tiered edge topology with a plurality of nodes, a multimedia stream analytics composition, and performance objectives are received, where the multimedia stream analytics composition includes tasks that use analytic models. The analytic models are optimized and clustered to form clusters of optimized analytic models. A representative optimized analytic model is selected from each of the clusters. A configuration recommendation is determined that indicates deployment of the tasks and of each selected representative optimized analytic model on the plurality of nodes to meet the performance objectives. One or more workflows are generated from the configuration recommendation and executed on the plurality of nodes to generate output for the multimedia stream analytics composition.

    Distinguishing rail crossing events from false positives caused by detection of a train

    公开(公告)号:GB2490218A

    公开(公告)日:2012-10-24

    申请号:GB201206610

    申请日:2012-04-16

    Applicant: IBM

    Abstract: Objects are monitored using a plurality of received images of an area 600. An object (106, Fig.1) in the area is identified from the images. A plurality of points 508 and (509, Fig.5) in a region 504 within the area is identified from a first one of the images, such that the points have a fixed relationship with each other and the region. The object is monitored to determine whether it has entered the region. If an absence of a number of the points (509, Fig.5) in a second one of the images is identified, it is determined that the object has not entered the region â e.g. a train, rather than the object, has entered the region. The images may be captured by a camera (102, Fig.1) connected to an object monitoring system (202, Fig.2) which is further connected to a train detection system.

    OPTIMIERTE EINRICHTUNG VON ANALYSEMODELLEN IN EINER NETZWERKPERIPHERIETOPOLOGIE

    公开(公告)号:DE112021001551T5

    公开(公告)日:2022-12-29

    申请号:DE112021001551

    申请日:2021-04-28

    Applicant: IBM

    Abstract: Bereitgestellt werden Techniken zur optimierten Einrichtung von Analysemodellen in einer Netzwerkperipherietopologie. Eine Beschreibung einer mehrstufigen Netzwerkperipherietopologie mit einer Mehrzahl von Knoten, eine Multimediadatenstrom-Analysezusammenstellung und Leistungszielsetzungen werden empfangen, wobei die Multimediadatenstrom-Analysezusammenstellung Aufgaben umfasst, die Analysemodelle verwenden. Die Analysemodelle werden optimiert und gruppiert (geclustert), um Cluster aus optimierten Analysemodellen zu bilden. Ein repräsentatives optimiertes Analysemodell wird aus jedem der Cluster ausgewählt. Eine Konfigurationsempfehlung wird ermittelt, die eine Einrichtung der Aufgaben und jedes ausgewählten repräsentativen optimierten Analysemodells auf der Mehrzahl von Knoten angibt, um die Leistungszielsetzungen zu erfüllen. Ein oder mehrere Arbeitsabläufe werden aus der Konfigurationsempfehlung erzeugt und auf der Mehrzahl von Knoten ausgeführt, um Ausgaben für die Multimediadatenstrom Analysezusammenstellung zu erzeugen.

    Improving reliability in detecting rail crossing events

    公开(公告)号:GB2490218B

    公开(公告)日:2013-03-20

    申请号:GB201206610

    申请日:2012-04-16

    Applicant: IBM

    Abstract: A method, data processing system, apparatus, and computer program product for monitoring objects. A plurality of images of an area is received. An object in the area is identified from the plurality of images. A plurality of points in a region within the area is identified from a first image in the plurality of images. The plurality of points has a fixed relationship with each other and the region. The object in the area is monitored to determine whether the object has entered the region. A determination that the object has not entered the region is made in response to identifying an absence of a number of the plurality of points in a second image in the plurality of images.

Patent Agency Ranking