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In recent years, new highly scalable storage systems have significantly contributed to the success of Cloud Computing. Systems like Dynamo or Bigtable have underpinned their ability to handle tremendous amounts of data and scale to a very large number of nodes. Although these systems are designed the store data, the fundamental architectural properties and the techniques used (e.g., request routing, replication and load balancing) can also be applied to data streaming systems. In this paper, wedoi:10.1145/2320765.2320789 dblp:conf/edbt/LoesingHKK12 fatcat:bghkxwy7vbdgjbxgdyry7wj5cy