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» Scalable Distributed Stream Processing
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JSSPP
2009
Springer
14 years 4 months ago
Job Admission and Resource Allocation in Distributed Streaming Systems
Abstract. This paper describes a new and novel scheme for job admission and resource allocation employed by the SODA scheduler in System S. Capable of processing enormous quantitie...
Joel L. Wolf, Nikhil Bansal, Kirsten Hildrum, Suja...
IPPS
2006
IEEE
14 years 3 months ago
Speeding up NGB with distributed file streaming framework
Grid computing provides a very rich environment for scientific calculations. In addition to the challenges it provides, it also offers new opportunities for optimization. In this ...
Bingchen Li, Kang Chen, Zhiteng Huang, H. L. Rajic...
SIGMOD
2011
ACM
248views Database» more  SIGMOD 2011»
13 years 21 days ago
Llama: leveraging columnar storage for scalable join processing in the MapReduce framework
To achieve high reliability and scalability, most large-scale data warehouse systems have adopted the cluster-based architecture. In this paper, we propose the design of a new clu...
Yuting Lin, Divyakant Agrawal, Chun Chen, Beng Chi...
DEBS
2008
ACM
13 years 11 months ago
Speculative out-of-order event processing with software transaction memory
In event stream applications, events flow through a network of components that perform various types of operations, e.g., filtering, aggregation, transformation. When the operatio...
Andrey Brito, Christof Fetzer, Heiko Sturzrehm, Pa...
VLDB
2004
ACM
108views Database» more  VLDB 2004»
14 years 10 months ago
Retrospective on Aurora
This experience paper summarizes the key lessons we learned throughout the design and implementation of the Aurora stream processing engine. For the past two years, we have built f...
Hari Balakrishnan, Magdalena Balazinska, Donald Ca...