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Critical Reading of Networked Systems Research Papers: Evaluating Cleverness and Impact

Enhance your critical thinking skills in analyzing research papers on networked systems. Learn to evaluate the cleverness and impact of different design approaches. Gain insights into the fundamental problems of scalability and robustness in large-scale distributed systems.

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Critical Reading of Networked Systems Research Papers: Evaluating Cleverness and Impact

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  1. Reading Research Papers Critically Brad Karp UCL Computer Science CS 4C38 / Z25 16th January, 2006

  2. Why are we here? • Learn fundamental problems in networked systems • Design for scalability, robustness in large-scale, aggressively distributed systems • Gain perspective on competing designs • Learn to think critically about quality of research papers; so you can do good research yourself; acquire taste • Ground rules: • Feel free to criticize or defend a paper, or my take on it! • Any comment can lead to (bounded) discussion!

  3. Evaluating a Paper • Important, relevant problem? Clever? Orthogonal! • Reasonable assumptions and models? • Longer ago published, more you can judge based on impact: • Does everyone now use systems derived from it? • Recent papers: more on cleverness, promise • Other contributions possible: thorough investigation of complex phenomena; comparison that brings sense to an area

  4. Today: Geographic Routing(Ad hoc Routing) • Ad hoc Routing: reachability among nodes in a highly dynamic topology • Your task: “Why?” • Why multi-hop? • Is routing the hard or relevant problem? • Why won’t previous routing algorithms work? • See through fads in research!

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