Asymptotic analysis of failed recovery probability in a distributed wireless storage system with limited sum storage capacity
Title | Asymptotic analysis of failed recovery probability in a distributed wireless storage system with limited sum storage capacity |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Bi Hong, Wan Choi |
Conference Name | Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on |
Date Published | May |
Keywords | Approximation methods, asymptotic analysis, asymptotic failed recovery probability, Capacity planning, Decoding, Distributed databases, distributed memory systems, distributed storage node, Distributed storage system, distributed wireless storage systems, exponential order, failed recovery, failed recovery probability, limited sum storage capacity constraint, maximum distance separable coding, optimal storage allocation strategy, probability, Resource management, Signal to noise ratio, signal-to-noise ratio, storage allocation, storage management, storage nodes, storage size, System recovery, wireless channel conditions, wireless channels, Wireless communication, Wireless sensor networks, wireless storage |
Abstract | In distributed wireless storage systems, failed recovery probability depends on not only wireless channel conditions but also storage size of each distributed storage node. For efficient utilization of limited storage capacity, we asymptotically analyze the failed recovery probability of a distributed wireless storage system with a sum storage capacity constraint when signal-to-noise ratio goes to infinity, and find the optimal storage allocation strategy across distributed storage nodes in terms of the asymptotic failed recovery probability. It is also shown that when the number of storage nodes is sufficiently large the storage size required at each node is not so large for high exponential order of the failed recovery probability. |
DOI | 10.1109/ICASSP.2014.6854848 |
Citation Key | 6854848 |
- optimal storage allocation strategy
- wireless storage
- wireless sensor networks
- Wireless communication
- wireless channels
- wireless channel conditions
- System recovery
- storage size
- storage nodes
- storage management
- storage allocation
- signal-to-noise ratio
- Signal to noise ratio
- resource management
- probability
- Approximation methods
- maximum distance separable coding
- limited sum storage capacity constraint
- failed recovery probability
- failed recovery
- exponential order
- distributed wireless storage systems
- Distributed storage system
- distributed storage node
- distributed memory systems
- Distributed databases
- Decoding
- Capacity planning
- asymptotic failed recovery probability
- asymptotic analysis