摘要:
The present invention relates to the field of computer technologies and discloses a fault tolerance method, node, and system for a distributed stream processing system. The method includes: obtaining node information of a failed node, and receiving repeat data sent by an upstream node, where the repeat data is originally sent by a source node; determining, according to the node information of the failed node, whether the failed node is related; and if the failed node is related, processing the received repeat data, and sending the processed repeat data to a downstream node. In the present invention, repeat data sent by an upstream node is received, and after it is determined that a failed node is related, the received repeat data is processed, so that the repeat data sent by the upstream node is processed only when the failed node is related. Therefore, data processing efficiency of other nodes is not affected, and it is unnecessary to store a large amount of backup data locally, so that local resources are saved. Besides, because frequent interaction with another upstream or downstream node is not required, data processing efficiency is improved.
摘要:
Embodiments of the present invention disclose a defect prediction method and apparatus, which relate to the data processing field, and implement accurate and quick locating of a defect in a faulty product. A specific solution is as follows: selecting a training attribute set from a pre-stored product fault record according to a target attribute, and combining the target attribute and the training attribute set into a training set, where the target attribute is a defect attribute of a historical faulty product; generating a classifier set according to the training set, where the classifier set includes at least two tree classifiers; and predicting a defect of a faulty product by using the classifier set as a prediction model. The present invention is used in a process of predicting a defect of a faulty product.
摘要:
Embodiments of the present invention provide a voice service evaluation processing method and apparatus, where the method includes: acquiring record data related to a to-be-evaluated voice service; using a voice service evaluation model that is acquired according to record data related to a voice service to evaluate the record data related to the to-be-evaluated voice service, so as to acquire an evaluation value of the record data related to the to-be-evaluated voice service; and performing, according to the evaluation value, evaluation processing on a voice service corresponding to the record data related to the to-be-evaluated voice service. In the embodiments of the present invention, a more reliable basis is provided for improvement and optimization of a voice service. In addition, an actual status of a network may further be reflected according to evaluation performed on record data related to the voice service, and adjustment on a network indicator may further be performed according to the reflected network status.