Priority queues with bursty arrivals of incoming tasks

N. Masuda*, J. S. Kim, B. Kahng

*この研究の対応する著者

研究成果: Article査読

16 被引用数 (Scopus)

抄録

Recently increased accessibility of large-scale digital records enables one to monitor human activities such as the interevent time distributions between two consecutive visits to a web portal by a single user, two consecutive emails sent out by a user, two consecutive library loans made by a single individual, etc. Interestingly, those distributions exhibit a universal behavior, D (τ) ∼ τ-δ, where τ is the interevent time, and δ 1 or 3 2. The universal behaviors have been modeled via the waiting-time distribution of a task in the queue operating based on priority; the waiting time follows a power-law distribution Pw (τ) ∼ τ-α with either α=1 or 3/2 depending on the detail of queuing dynamics. In these models, the number of incoming tasks in a unit time interval has been assumed to follow a Poisson-type distribution. For an email system, however, the number of emails delivered to a mail box in a unit time we measured follows a power-law distribution with general exponent γ. For this case, we obtain analytically the exponent α, which is not necessarily 1 or 3/2 and takes nonuniversal values depending on γ. We develop the generating function formalism to obtain the exponent α, which is distinct from the continuous time approximation used in the previous studies.

本文言語English
論文番号036106
ジャーナルPhysical Review E - Statistical, Nonlinear, and Soft Matter Physics
79
3
DOI
出版ステータスPublished - 2009 3月 3
外部発表はい

ASJC Scopus subject areas

  • 統計物理学および非線形物理学
  • 統計学および確率
  • 凝縮系物理学

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