摘要:
A method and system for document clustering. The method includes: extracting text feature information of the documents, establish a social network based on information related with the documents, performing graph clustering based on the social network to obtain structural sub-set, extracting structural feature information of the structural sub-set, and performing clustering on the documents based on the text feature information and the structural feature information.
摘要:
A proxy server and a hierarchical network system and a distributed workload management method. According to one embodiment of this disclosure, the proxy server includes: a rate controller configured to, based on measured request-related information and service quality parameters relative to service levels of requests, periodically determine a dispatch rate for requests of each service level, wherein the sum of the dispatch rate for respective service levels is less than or equal to a predetermined rate; and a request dispatcher configured to dispatch the requests of the corresponding service level in accordance with the dispatch rate determined by the rate controller. One aspect of the disclosure realizes a low overhead, highly scalable, simple and efficient workload management system to achieve QoS assurance and overload protection.
摘要:
A computer-implemented method, system, apparatus, and article of manufacture for memory overload management. The method includes: collecting memory application information of at least one node of a computer system that is implementing the method; predicting a memory overload period and an overload memory size of a first node where memory overload will occur based on the memory application information; and scheduling a memory space according to the memory overload period and the overload memory size.
摘要:
An apparatus and method for assisting in delivering update contents in computer networks are provided. The computer networks also comprise at least one peer client, and the assistant apparatus comprises: an evaluating unit configured to evaluate a user's interaction preference according to the user's interaction history; and a prefetching unit configured to evaluate, in response to the received update notification, whether to prefetch the update contents corresponding to the update notification according to the evaluated interaction preference, and, if prefetching, obtain the update contents from at least one peer client. The corresponding method is also provided. With the apparatus and method in this invention, the update contents in computer networks can be delivered between peer clients, not via the server, which reduces the server load without impairing user experience on client side.
摘要:
A computer processing method includes receiving network data; filtering a node with a degree higher than a predefined threshold in the network data; storing the filtered node and its neighborhood relationship; clustering the filtered network data to obtain primary group(s); and obtaining a final group based on the filtered node and its neighborhood relationship and the primary group(s). The computer processing method and a corresponding system can be applicable to the processing for network data of large scale, and reduce greatly the processing time for clustering the network data of large scale, and the invention can be implemented well in parallel.
摘要:
A method for group messaging at a mobile terminal in autonomous network includes acquiring a message and a list of target identifiers, containing the identifiers of multiple mobile terminals to which the message is to be sent; transmitting the message via the autonomous network to any mobile terminal of the multiple mobile terminals that locates in the autonomous network, and removing the identifier of the mobile terminal from the list of target identifiers to obtain an updated list of target identifiers; generating an aggregate message, wherein the aggregate message contains the message and the identifiers in the updated list; sending the aggregate message to a base station if the length of the aggregate message does not exceed a threshold; dividing the aggregate message into multiple fragment messages and sending the multiple fragment messages to the base station if the length of the aggregate message exceeds the threshold.
摘要:
A proxy apparatus for group messaging at a mobile terminal in the autonomous network includes an acquiring device, configured to acquire a message and the identifiers of multiple mobile terminals to which the message is to be sent; a transmitting device, configured to transmit a message via the autonomous network to one or more mobile terminals in the autonomous network; and a message aggregating device, configured to generate an aggregate message, the aggregate message containing a message and identifiers of multiple mobile terminals to which the message is to be sent, wherein the transmitting device is further configured to send the aggregate message generated by the message aggregating device to a base station of mobile terminals.
摘要:
A method and system for document clustering. The method includes: extracting text feature information of the documents, establish a social network based on information related with the documents, performing graph clustering based on the social network to obtain structural sub-set, extracting structural feature information of the structural sub-set, and performing clustering on the documents based on the text feature information and the structural feature information.
摘要:
A method for group messaging at a mobile terminal in autonomous network includes acquiring a message and a list of target identifiers, containing the identifiers of multiple mobile terminals to which the message is to be sent; transmitting the message via the autonomous network to any mobile terminal of the multiple mobile terminals that locates in the autonomous network, and removing the identifier of the mobile terminal from the list of target identifiers to obtain an updated list of target identifiers; generating an aggregate message, wherein the aggregate message contains the message and the identifiers in the updated list; sending the aggregate message to a base station if the length of the aggregate message does not exceed a threshold; dividing the aggregate message into multiple fragment messages and sending the multiple fragment messages to the base station if the length of the aggregate message exceeds the threshold.
摘要:
A proxy server and a hierarchical network system and a distributed workload management method. According to one embodiment of this disclosure, the proxy server includes: a rate controller configured to, based on measured request-related information and service quality parameters relative to service levels of requests, periodically determine a dispatch rate for requests of each service level, wherein the sum of the dispatch rate for respective service levels is less than or equal to a predetermined rate; and a request dispatcher configured to dispatch the requests of the corresponding service level in accordance with the dispatch rate determined by the rate controller. One aspect of the disclosure realizes a low overhead, highly scalable, simple and efficient workload management system to achieve QoS assurance and overload protection.