End-to-end available bandwidth: measurement methodology, dynamics, and relation with TCP throughput
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Characterization of network processing overheads in Xen
VTDC '06 Proceedings of the 2nd International Workshop on Virtualization Technology in Distributed Computing
The impact of virtualization on network performance of amazon EC2 data center
INFOCOM'10 Proceedings of the 29th conference on Information communications
Performance Measurements and Analysis of Network I/O Applications in Virtualized Cloud
CLOUD '10 Proceedings of the 2010 IEEE 3rd International Conference on Cloud Computing
Improving MapReduce performance in heterogeneous environments
OSDI'08 Proceedings of the 8th USENIX conference on Operating systems design and implementation
Hadoop: The Definitive Guide
Bandwidth estimation: metrics, measurement techniques, and tools
IEEE Network: The Magazine of Global Internetworking
VALE, a switched ethernet for virtual machines
Proceedings of the 8th international conference on Emerging networking experiments and technologies
Design and performance evaluation for Hadoop clusters on virtualized environment
ICOIN '13 Proceedings of the 2013 International Conference on Information Networking (ICOIN)
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In this work we investigate the impact of virtualization on the raw network performance attainable by "data-intensive" applications deployed in a private cloud. To this end we developed a new software tool, called OSMeF, to take repeatable measurements on our Open Stack-based platform. We also discuss the implications of our measurement results toward informed deployments of distributed applications such as Hadoop.