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|Title:||Katana: Generalized data processing on peer-to-peer overlays|
|Citation:||Goh, W.X., Tan, K.-L. (2013). Katana: Generalized data processing on peer-to-peer overlays. Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013 : 318-327. ScholarBank@NUS Repository. https://doi.org/10.1109/IC2E.2013.15|
|Abstract:||The Katana framework is a novel peer-to-peer (P2P) based generalized data processing framework. It provides a programming model in which processing logic may be implicitly distributed across a cluster of processing sites much like the MapReduce framework but with augmented universality and extended expressiveness. As a result, the Katana framework consistently outperforms MapReduce in our experiments on a 65 machines cluster with up to 144 GB of test data. In addition, the Katana framework functions on top of a structured P2P overlay, which is generally known to provide better scalability as compared to the master/worker architecture adopted by most MapReduce implementations. © 2013 IEEE.|
|Source Title:||Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013|
|Appears in Collections:||Staff Publications|
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