Logical Time in Distributed Computing Systems
Computer - Distributed computing systems: separate resources acting as one
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OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
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IEEE Transactions on Dependable and Secure Computing
Average time synchronization in wireless sensor networks by pairwise messages
Computer Communications
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In many sensor-based applications, identifying the sequence of event occurrence is useful. When local clocks lack synchronizations, it is difficult or time-consuming to determine the order of event occurrence. In this paper, we first describe a centralized method for pseudo-synchronizing non-base clocks to a base clock. The pseudo-shift between a pair of non-base/base clocks is estimated by the difference of the occurrence times of pairs of events included in direct ''happened-before'' relations that only involve this pair of sensors. Evaluation results suggest that this method can closely make non-base clocks synchronized with a base clock without violating the direct ''happened-before'' relations. The centralized pseudo-synchronization method demands a O(N^3) computational overhead on the base sensor in a network of N sensors. Then, in order to distribute the computational overhead across all sensors, a localized pseudo-synchronization method is proposed by taking advantage of the topologies of wireless sensor networks.