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With application processes being distributed across a large number of nodes, coordination is a crucial but inherently difficult task in cloud environments. Coordination middleware systems like Chubby and ZooKeeper approach this problem by providing mechanisms for basic coordination tasks (e. g., leader election) and means to implement common data structures used for coordination (e. g., distributed queues). However, as such complex abstractions still need to be implemented as part of the distributed application, reusability is limited and the performance overhead may be significant.
Distler et al. (Mon,) studied this question.
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