wiki:jazz/11-01-27

Version 8 (modified by jazz, 14 years ago) (diff)

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2011-01-27

  • <*> Advanced C Coding For Fun! - Rusty Russell
  • <1> Kernel development: how it goes wrong and why you should be a part of it anyway - Jonathan Corbet
    • Lesson 1 : get merged into main tree - 讓程式被納入主要核心開發
    • 開發是孤獨的,team
  • <2> Orchestrating the Intelligent Web with Apache Mahout - Aneesha Bakharia
    /opt/mahout$ bin/mahout
    /opt/mahout$ bin/mahout kmeans -help
    
    /opt/mahout$ bin/mahout seqdirectory -i <input> -o <seq-output>
    /opt/mahout$ bin/mahout seq2sparse -i <seq-output> -o <vector-sparse>
    
    • parallel FPGrowth algorism
    • Latent Dirichlet Allocation (LDA) 可以幫忙做話題分類
Word 1 Word 2 Word n
Topic 1 0.5 0 1
Topic 2 0 0.5 0
Word 1 Word 2 Word n
Doc 1 1 0 0
Doc 2 0 1 0
Doc n 1 0 1
/opt/mahout$ bin/mahout lda -input <PATH>  .... (skipped)
  • k-mean 的 k 分類要靠經驗,LDA 的 k 分類也是要嘗試,如果能夠結合 WordNet 的語意屬性,或許會更容易做語意網。
  • Programming Collective Intelligence - http://oreilly.com/catalog/9780596529321
    • http://covers.oreilly.com/images/9780596529321/cat.gif
  • Mahout in Action - http://www.manning.com/owen/
    • http://www.manning.com/owen/owen_cover150.jpg
  • No 3 - Identifying Manipulated Images
  • No 2 - Seam Carving - Content Aware Resizing
  • No 1 - Digital Face Beautification

Autonomic Computing

  • What is autonomic computing?
    As a scientific discipline, autonomic computing encompasses the study of 
    systems that are capable of autonomously achieving desired behaviors. The 
    systems are often called self-* systems, where * is a placeholder for the 
    type of behavior. For example, self-tuned systems are capable of tuning 
    their performance as needed by their intended mission; self-protected 
    systems automatically deal with intrusion attacks. Self-managed systems 
    do not require manual configuration and updating, and self-healing systems 
    are capable of repairing themselves. Self-managed systems can also be more 
    broadly construed as being capable of managing all behaviors mentioned above.