In this paper we describe the mean number of busy servers as a function of time in an M(t)/G/infinity queue (having a nonhomogeneous Poisson arrival process) with a sinusoidal arrival rate function. For an M(t)/G/infinity model with appropriate initial conditions, it is known that the number of busy servers at time t has a Poisson distribution for each t, so that the full distribution is characterized by its mean. Our formulas show how the peak congestion lags behind the peak arrival rate and how much less is the range of congestion than the range of offered load. The simple formulas can also be regarded as consequences of linear system theory, because the mean function can be regarded as the image of a linear operator applied to the arrival rate function. We also investigate the quality of various approximations for the mean number of busy servers such as the pointwise stationary approximation and several polynomial approximations. Finally, we apply the results for sinusoidal arrival rate functions to treat general periodic arrival rate functions using Fourier series. These results are intended to provide a better understanding of the behavior of the M(t)/G/infinty model and related M(t)/G/s/r models where some customers are lost or delayed.
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Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAGeorgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
Dai, J. G.
He, Shuangchi
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Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAGeorgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
He, Shuangchi
Tezcan, Tolga
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Univ Illinois, Dept Ind & Enterprise Syst Engn, Urbana, IL 61801 USA
Univ Rochester, Simon Grad Sch Business, Rochester, NY 14627 USAGeorgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
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Univ New Hampshire, Peter T Paul Coll Business & Econ, Dept Decis Sci, Durham, NH 03824 USAUniv New Hampshire, Peter T Paul Coll Business & Econ, Dept Decis Sci, Durham, NH 03824 USA
Aktekin, Tevfik
Ekin, Tahir
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Texas State Univ, McCoy Coll Business, Dept Comp Informat Syst & Quantitat Method, San Marcos, TX USAUniv New Hampshire, Peter T Paul Coll Business & Econ, Dept Decis Sci, Durham, NH 03824 USA
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Penn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USAPenn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USA
Lu, Hongyuan
Pang, Guodong
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Penn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USAPenn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USA
Pang, Guodong
Zhou, Yuhang
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Penn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USAPenn State Univ, Harold & Inge Marcus Dept Ind & Mfg Engn, University Pk, PA 16802 USA