OceanStore: an architecture for global-scale persistent storage
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Storage management and caching in PAST, a large-scale, persistent peer-to-peer storage utility
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Wide-area cooperative storage with CFS
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Replication strategies in unstructured peer-to-peer networks
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Erasure Coding Vs. Replication: A Quantitative Comparison
IPTPS '01 Revised Papers from the First International Workshop on Peer-to-Peer Systems
Preserving peer replicas by rate-limited sampled voting
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Measurement, modeling, and analysis of a peer-to-peer file-sharing workload
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
PeerStore: Better Performance by Relaxing in Peer-to-Peer Backup
P2P '04 Proceedings of the Fourth International Conference on Peer-to-Peer Computing
Synopsis diffusion for robust aggregation in sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Analysis of search and replication in unstructured peer-to-peer networks
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Reliability and security in the CoDeeN content distribution network
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
Dynamo: amazon's highly available key-value store
Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
Identifying Frequent Items in P2P Systems
ICDCS '08 Proceedings of the 2008 The 28th International Conference on Distributed Computing Systems
Probabilistic file indexing and searching in unstructured peer-to-peer networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
High availability in DHTs: erasure coding vs. replication
IPTPS'05 Proceedings of the 4th international conference on Peer-to-Peer Systems
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A multi-tenant cloud system allows multiple users to share a common physical computing infrastructure in a cost-effective way. Component sharing is highly desired in such a shared computing infrastructure, where different tenants can leverage each other's information and expertise to fulfill their own tasks. However, it is challenging to maintain the availability of sharable component resources in a large-scale cloud infrastructure, as cloud tenants are fully autonomous and highly dynamic. In this paper, we present a novel highly available component sharing system for large-scale multi-tenant cloud systems. We describe a component availability prediction scheme to identify endangered components (i.e., components at risk of extinction) within the infrastructure. The system then performs predictive replication based on the availability prediction results to preserve those endangered components. Thus, our system can preserve the availability of all component resources with low cost. Theoretical analysis and large-scale simulation are used to quantify the accuracy of our component availability prediction, and the efficiency of predictive replication. Experimental results show that our scheme can predict endangered components with high accuracy, and achieve up to 99% availability with about 15% of the full replication cost.