Ushering in a New Era of Algorithm Design

  • Bernard Chazelle
Conference paper

DOI: 10.1007/978-3-540-73420-8_1

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4596)
Cite this paper as:
Chazelle B. (2007) Ushering in a New Era of Algorithm Design. In: Arge L., Cachin C., Jurdziński T., Tarlecki A. (eds) Automata, Languages and Programming. ICALP 2007. Lecture Notes in Computer Science, vol 4596. Springer, Berlin, Heidelberg

Abstract

Advances in data acquisition technology, together with the imminent demise of Moore’s Law, are prompting a rethink of basic algorithm design principles. Computing with massive data sets, data streaming, coping with uncertainty, priced computation, property testing, and sublinear algorithms are all parts of the story. So is the growing trend toward using algorithms as modeling tools for natural phenomena. I will discuss some of these developments; in particular, dimension reduction, sublinear algorithms, online reconstruction, and self-improving algorithms.

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Bernard Chazelle
    • 1
  1. 1.Department of Computer Science, Princeton University, Princeton, NJ 08540USA

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