Abstract: A processor retrieves a webpage for rendering in a web browser. A processor identifies at least one zone of the webpage. A processor determines a resource consumption rate for the at least one zone. A processor determines a display area for the at least one zone. A processor determines a consumption ratio based on the resource consumption rate and the display area of the at least one zone. In response to the consumption ratio exceeding a threshold value, a processor disables a rendering of the at least one zone when rendering the webpage in the web browser.

Abstract: Providing users with smooth and reliable applications in a cloud based setting is a desirable goal. An approach to pre-allocating cloud computing resources may be provided to improve user experience. A user device may monitor an environment for individual user behaviors with visual and/or audio sensors. Based on data from the visual and/or audio sensors individual behaviors may be identified. Individual behaviors may be identified and associated with a cloud computing resource request. Computing resources in the cloud may be reserved or pre-allocated based on the cloud computing resource request. The pre-allocated computing resources can improve user experience through reduced wait time and improve initial cloud-based application response.

Abstract: A processor retrieves a webpage for rendering in a web browser. A processor identifies at least one zone of the webpage. A processor determines a resource consumption rate for the at least one zone. A processor determines a display area for the at least one zone. A processor determines a consumption ratio based on the resource consumption rate and the display area of the at least one zone. In response to the consumption ratio exceeding a threshold value, a processor disables a rendering of the at least one zone when rendering the webpage in the web browser.

Abstract: A method comprising receiving a first message sent by a first user, receiving a second message sent by the first user, wherein the second message is received after the first message, semantically analyzing the second message to determine whether the second message contains a desired modification of the first message, and in response to the semantic analysis of the second message, automatically modifying, by the processor, the first message with the desired modification. The method may be a computer implemented method performed using a network interface and a processor.

Abstract: A method comprising receiving a first message sent by a first user, receiving a second message sent by the first user, wherein the second message is received after the first message, semantically analyzing the second message to determine whether the second message contains a desired modification of the first message, and in response to the semantic analysis of the second message, automatically modifying, by the processor, the first message with the desired modification. The method may be a computer implemented method performed using a network interface and a processor.