Abstract:
Images are optimized to reduce latency prior to being transmitted to requesting client devices. A request from a client device for an image is analyzed to obtain the attributes of the requesting client device and the network used by the client device for transmitting the request. The parameters of the image to be transmitted are determined based on the attributes in order to reduce data latency at the requesting client device. A requested image that meets the parameters or which has its parameters preset by a provider can be transmitted without any changes. A requested image that does not meet the parameters is transformed in accordance with the parameters so that it is optimized for the combination of the network and the requesting client device.
Abstract:
Method, system, and programs for analyzing user agent string are disclosed. In one example, a user agent string is received. A list of predefined keywords is obtained. Each of the predefined keywords is associated with a type of user agent information. One or more candidate keywords are extracted from the user agent string based on the list of predefined keywords. An extraction pattern is obtained for each of the one or more candidate keywords. A keyword is determined with a version from the one or more candidate keywords based, at least in part, on the extraction patterns for the one or more candidate keywords. The determined keyword with the version represents the type of user agent information in the received use agent string.
Abstract:
Method, system, and programs for determining a keyword from user agent strings are disclosed. In one example, a plurality of user agent strings is received. The plurality of user agent strings is grouped into one or more clusters. The one or more clusters comprise a first cluster that includes two or more user agent strings. The two or more user agent strings in the first cluster are compared. Based on the comparing, a keyword is determined from the first cluster. The keyword represents a type of user agent information.