I'm looking for recommended resources on data compression; any studies on techniques, data structure and/or algorithms; any useful resources related to research, any books, organizations or any other information would be helpful.
我正在寻找有关数据压缩的推荐资源;任何关于技术,数据结构和/或算法的研究;任何与研究相关的有用资源,任何书籍,组织或任何其他信息都会有所帮助。
I know it's kind of a general query, but just interested in expanding my knowledge on the subject matter.
我知道这是一个普遍的问题,但只是想扩展我对这个主题的知识。
3 个解决方案
#1
Check this one: http://datacompression.info/ (a portal on data compression)
检查一下:http://datacompression.info/(数据压缩门户网站)
Some interesting articles:
一些有趣的文章:
- Arithmetic coding: http://www.dogma.net/markn/articles/arith/part1.htm
- Huffman coding: http://www.geocities.com/SiliconValley/2151/huffman.html
- LZW: http://marknelson.us/1989/10/01/lzw-data-compression/
- BWT: http://marknelson.us/1996/09/01/bwt/
算术编码:http://www.dogma.net/markn/articles/arith/part1.htm
霍夫曼编码:http://www.geocities.com/SiliconValley/2151/huffman.html
#2
This 1987 survey paper on Data Compression covers the first 40 years or so and seems to be good.
这份1987年关于数据压缩的调查报告涵盖了前40年左右,似乎很好。
On a side note, in the category of "expanding [your] knowledge on the subject matter" is this BBS Documentary of the .ARC vs. .ZIP controversy of the early 1990s. It's a fascinating look at the human side of these compression "wars."
另一方面,在“扩展[你的]关于主题的知识”这一类别中,是关于20世纪90年代早期.ARC与.ZIP争议的BBS纪录片。这是对这些压缩“战争”的人性方面的迷人看法。
I was an active BBS user at the time and didn't realize the full story when it was going on.
我当时是一个活跃的BBS用户,并没有意识到它正在发生的全部故事。
#3
My 2015 paper A Survey Of Architectural Approaches for Data Compression in Cache and Main Memory Systems (permalink here) reviews many compression algorithms and also techniques for using them in modern processors. It reviews both research-grade and commercial-grade compression algorithms/techniques, so you may find many related compression techniques from the references cited in the paper.
我的2015年论文“缓存和主存储器系统中数据压缩的架构方法概述”(这里的永久链接)回顾了许多压缩算法以及在现代处理器中使用它们的技术。它回顾了研究级和商业级压缩算法/技术,因此您可以从本文引用的参考文献中找到许多相关的压缩技术。
#1
Check this one: http://datacompression.info/ (a portal on data compression)
检查一下:http://datacompression.info/(数据压缩门户网站)
Some interesting articles:
一些有趣的文章:
- Arithmetic coding: http://www.dogma.net/markn/articles/arith/part1.htm
- Huffman coding: http://www.geocities.com/SiliconValley/2151/huffman.html
- LZW: http://marknelson.us/1989/10/01/lzw-data-compression/
- BWT: http://marknelson.us/1996/09/01/bwt/
算术编码:http://www.dogma.net/markn/articles/arith/part1.htm
霍夫曼编码:http://www.geocities.com/SiliconValley/2151/huffman.html
#2
This 1987 survey paper on Data Compression covers the first 40 years or so and seems to be good.
这份1987年关于数据压缩的调查报告涵盖了前40年左右,似乎很好。
On a side note, in the category of "expanding [your] knowledge on the subject matter" is this BBS Documentary of the .ARC vs. .ZIP controversy of the early 1990s. It's a fascinating look at the human side of these compression "wars."
另一方面,在“扩展[你的]关于主题的知识”这一类别中,是关于20世纪90年代早期.ARC与.ZIP争议的BBS纪录片。这是对这些压缩“战争”的人性方面的迷人看法。
I was an active BBS user at the time and didn't realize the full story when it was going on.
我当时是一个活跃的BBS用户,并没有意识到它正在发生的全部故事。
#3
My 2015 paper A Survey Of Architectural Approaches for Data Compression in Cache and Main Memory Systems (permalink here) reviews many compression algorithms and also techniques for using them in modern processors. It reviews both research-grade and commercial-grade compression algorithms/techniques, so you may find many related compression techniques from the references cited in the paper.
我的2015年论文“缓存和主存储器系统中数据压缩的架构方法概述”(这里的永久链接)回顾了许多压缩算法以及在现代处理器中使用它们的技术。它回顾了研究级和商业级压缩算法/技术,因此您可以从本文引用的参考文献中找到许多相关的压缩技术。