Dynamic Beats Fixed: On Phase-based Algorithms for File Migration

We construct a deterministic 4-competitive algorithm for the online file migration problem, beating the currently best 20-year-old, 4.086-competitive M ove -T o -L ocal -M in (M tlm ) algorithm by Bartal et al. (SODA 1997). Like M tlm , our algorithm also operates in phases, but it adapts their leng...

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Veröffentlicht in:ACM transactions on algorithms 2019-10, Vol.15 (4), p.1-21
Hauptverfasser: Bienkowski, Marcin, Byrka, Jarosław, Mucha, Marcin
Format: Artikel
Sprache:eng
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Zusammenfassung:We construct a deterministic 4-competitive algorithm for the online file migration problem, beating the currently best 20-year-old, 4.086-competitive M ove -T o -L ocal -M in (M tlm ) algorithm by Bartal et al. (SODA 1997). Like M tlm , our algorithm also operates in phases, but it adapts their lengths dynamically depending on the geometry of requests seen so far. The improvement was obtained by carefully analyzing a linear model (factor-revealing linear program) of a single phase of the algorithm. We also show that if an online algorithm operates in phases of fixed length and the adversary is able to modify the graph between phases, then the competitive ratio is at least 4.086.
ISSN:1549-6325
1549-6333
DOI:10.1145/3340296