International Business Machines Corporation

Joseph Stephen Mabry

Brian M O'Connell

Keith R Walker

Jeffrey David Amsterdam

Aaron K Baughman

Stephen Carl Hammer

John Coleman Newell

Devices and methods for modeling streaming data are disclosed. A method includes: receiving, by a computing device, a local graph model; determining, by the computing device, a subgraph in the local graph model; acquiring, by the computing device, an external graph model; determining, by the computing device, a plurality of alternative subgraphs in the external graph model; determining, by the computing device, a score for each of the plurality of alternative subgraphs; selecting, by the computing device, an alternative subgraph having a highest score among the plurality of alternative subgraphs; and ensembling, by the computing device, the local graph model and the alternative subgraph having the highest score.

Streaming atomic link learning based on socialization and system accuracy

A method and associated system for managing web page images. After detection of a modification to a web page, the method attempts but fails to retrieve an image from a first location pointed to by a path included in a first link in a list of links included in the web page and in response, an image placeholder is stored at the first location. A request, for a replacement image to replace the image placeholder at the first location, is published. The request specifies that the replacement image must have specified resolution dimensions and a larger size than a size of the image placeholder. The replacement image, which is received in response to the request, is determined to have the specified resolution dimensions and a larger size than the size of the image placeholder and in response, the image placeholder is replaced with the replacement image at the first location.

Managing web page images on a web page server system

A mechanism for determining if images exist before publishing to a web server, and replacing missing images with temporary images for the purpose of providing alternate content while eliminating web server error responses, which prevents needless alerts to site administrators. Upon detecting a modification to a web page, a determination is made as to whether the modification includes a link to an image that does not exist at a location specified by a path in the link to the image. Responsive to a determination that the modification includes a link to an image that does not exist at the location, an image placeholder is created for the image at the location.

Preventing not found error (404) responses on dynamically loaded missing images

Methods, systems and devices are provided for automatically sending e-mail to a future-designated recipient. E-mail servers accordingly send an e-mail categorized with respect to a target project group to each of a plurality of e-mail clients associated with each defined member of the target project group; add the sent e-mail or a copy thereof to a future-designated role recipient e-mail batch in a storage means, wherein the batch is categorized with respect to the group; define an identity of an undefined role member of the target project group, the defining providing an e-mail address; and automatically forward the categorized e-mail batch to an e-mail client associated with the provided e-mail address in response to the identity defining. Service methods are also provided, for example, by a service provider who offers to implement, deploy, and/or perform functions for others.

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Canton, GA, United States of America

Joseph Stephen Mabry