We give three results related to online nonclairvoyant speed scaling to minimize total flow time plus energy. We give a nonclairvoyant algorithm LAPS, and show that for every power function of the form P(s) = s(alpha), LAPS is O(1)-competitive; more precisely, the competitive ratio is 8 for alpha = 2, 13 for alpha = 3, and 2 alpha(2)/ln alpha alpha > 3. We then show that there is no constant c, and no deterministic nonclair-voyant algorithm A, such that A is c-competitive for every power function of the form P(s) = s(alpha). So necessarily the achievable competitive ratio increases as the steepness of the power function increases. Finally we show that there is a fixed, very steep, power function for which no nonclairvoyant algorithm can be O(1)-competitive.

Nonclairvoyant Speed Scaling for Flow and Energy / Ho Leung, Chan; Jeff, Edmonds; Tak Wah, Lam; Lap Kei, Lee; MARCHETTI SPACCAMELA, Alberto; Kirk, Pruhs. - In: ALGORITHMICA. - ISSN 0178-4617. - STAMPA. - 61:3(2011), pp. 507-517. [10.1007/s00453-010-9420-2]

Nonclairvoyant Speed Scaling for Flow and Energy

MARCHETTI SPACCAMELA, Alberto;
2011

Abstract

We give three results related to online nonclairvoyant speed scaling to minimize total flow time plus energy. We give a nonclairvoyant algorithm LAPS, and show that for every power function of the form P(s) = s(alpha), LAPS is O(1)-competitive; more precisely, the competitive ratio is 8 for alpha = 2, 13 for alpha = 3, and 2 alpha(2)/ln alpha alpha > 3. We then show that there is no constant c, and no deterministic nonclair-voyant algorithm A, such that A is c-competitive for every power function of the form P(s) = s(alpha). So necessarily the achievable competitive ratio increases as the steepness of the power function increases. Finally we show that there is a fixed, very steep, power function for which no nonclairvoyant algorithm can be O(1)-competitive.
2011
competitive analysis; online scheduling; power management; speed scaling
01 Pubblicazione su rivista::01a Articolo in rivista
Nonclairvoyant Speed Scaling for Flow and Energy / Ho Leung, Chan; Jeff, Edmonds; Tak Wah, Lam; Lap Kei, Lee; MARCHETTI SPACCAMELA, Alberto; Kirk, Pruhs. - In: ALGORITHMICA. - ISSN 0178-4617. - STAMPA. - 61:3(2011), pp. 507-517. [10.1007/s00453-010-9420-2]
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