An adaptive replication scheme for elastic data stream processing systems

@inproceedings{Heinze2015AnAR,
  title={An adaptive replication scheme for elastic data stream processing systems},
  author={Thomas Heinze and Mariam Zia and Robert Krahn and Zbigniew Jerzak and Christof Fetzer},
  booktitle={DEBS},
  year={2015}
}
A major challenge for cloud-based systems is to be fault tolerant to cope with an increasing probability of faults in cloud environments. This is especially true for in-memory computing solutions like data stream processing systems, where a single host failure might result in an unrecoverable information loss. In state of the art data streaming systems either active replication or upstream backup are applied to ensure fault tolerance, which have a high resource overhead or a high recovery time… CONTINUE READING
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