TY - GEN
T1 - Ushering in a new era of algorithm design
AU - Chazelle, Bernard
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=38149009510&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=38149009510&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-73420-8_1
DO - 10.1007/978-3-540-73420-8_1
M3 - Conference contribution
AN - SCOPUS:38149009510
SN - 3540734198
SN - 9783540734192
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 1
BT - Automata, Languages and Programming - 34th International Colloquium, ICALP 2007, Proceedings
PB - Springer Verlag
T2 - 34th International Colloquium on Automata, Languages and Programming, ICALP 2007
Y2 - 9 July 2007 through 13 July 2007
ER -