Fault Tolerance Aware Low Latency Event Detection for Complex Event Processing System

Abstract

Data gathering in the real world environment becomes the most complex process where the multiple sensors and devices are exists. This enormous number of sensors and devices gathers the large number of data’s parallely which leads to complex event processing system. Latency is the biggest problem in the handling of complex event processing system which is resolved in the existing work by introducing the pattern sensitive partitioning model in which latency of the complex event processing system can be reduced considerably with the concern of low parallelization degree. Existing work do not concentrate on handling of fault tolerance where the failure is most concerned issue in the parallel event processing system. Event failed then it is required to process it from the start which would increase the latency more. Problem is overcome in the proposed methodology by introducing the novel approach called the failure aware latency reduced complex event processing system. The experimental tests conducted were proves that the proposed methodology of this work provides better result than the existing work in terms of improved system performance.