On the role of compression in distributed systems

Author:

Douglis Fred

Abstract

Compression has been used in numerous ways for many years, but recently two factors have combined in a way to push compression to the forefront of distributed systems. First, the disparity between processor speeds and I/O rates is ever-increasing, making it possible to perform compression in software to a much greater extent than was previously feasible. Second, the growth of new applications demanding enormous data rates, such as digital video and audio, makes hardware compression increasingly desirable: I discuss the importance of compression in various environments and describe how compression may be used not only to reduce the demand for disk space, disk bandwidth, and network bandwidth, but also to appear to extend physical memory.

Publisher

Association for Computing Machinery (ACM)

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Discriminative Fine-Grained Mixing for Adaptive Compression of Data Streams;IEEE Transactions on Computers;2014-09

2. Improving I/O Throughput of Scientific Applications Using Transparent Parallel Compression;2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing;2014-05

3. Integrating Online Compression to Accelerate Large-Scale Data Analytics Applications;2013 IEEE 27th International Symposium on Parallel and Distributed Processing;2013-05

4. Performance evaluation of computer architectures with main memory data compression;Journal of Systems Architecture;1999-02

5. Potential benefits of delta encoding and data compression for HTTP;ACM SIGCOMM Computer Communication Review;1997-10

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