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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Xiuqiao Li Bin Dong Limin Xiao Li Ruan Dongmei Liu |
| Copyright Year | 2012 |
| Description | Author affiliation: State Key Lab. of Software Dev. Environ., Beihang Univ., Beijing, China (Xiuqiao Li; Bin Dong; Limin Xiao; Li Ruan; Dongmei Liu) |
| Abstract | Client-side caching is an effective technique to improve I/O performance in network-based file systems. However, current block-indexed caching structure suffers from cache efficiency problem under high concurrency environment, especially for small files workloads. In this paper, we present a hybrid client-side caching (HCCache) scheme to avoid performance degradation caused by the block interleaving problem and increase the efficiency of cache data management by customizing content addressable level for files with different sizes. Two new metrics are also proposed to accurately evaluate the cache efficiency based on the analysis of shortcomings of hit rate metrics. Extensive simulations show the I/O performance of small files with HCCache can be improved by factors of 34.2 and 6.1 percent in terms of aggregate I/O bandwidth and access latency, respectively. Meanwhile, HCCache can significantly reduce the lookup times of content addressable data blocks and improve the access latency for small files. |
| Starting Page | 467 |
| Ending Page | 473 |
| File Size | 228288 |
| Page Count | 7 |
| File Format | |
| ISBN | 9780769548791 |
| e-ISBN | 9780769548791 |
| DOI | 10.1109/PDCAT.2012.77 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-12-14 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Measurement Bandwidth Servers Concurrent computing Aggregates Multicore processing Memory management cache efficiency client-side caching small files |
| Content Type | Text |
| Resource Type | Article |
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