Keynote

SOME LARGE DEVIATION RESULTS IN REAL LIFE WITH SPECIAL REFERENCE TO QUEUES AND QUEUEING-INVENTORY

Prof. Achyutha Krishnamoorthy(India)

We consider an G/M/1G/M/1 - type queue where inter-arrival times have general distribution, depending on the type of arrival. Three types of customers arrive to the system. The first type is genuine customer, second mild destructive (negative customer) which throws out the customer in service but adds nothing and the third one is the most destructive which wipes out all customers from the system. pip_i is the probability that the type ii, (i=1,2,3)(i = 1, 2, 3) customer arrives. The distribution of the inter-occurrence time of arrivals is generally distributed with G(.)G(.) as the distribution function. Thus Gi(t)G_i(t) is the probability that an arrival takes place and it is of type i where Gi(t)=piG(t)G_i(t) = p_i G(t). Service time of genuine customers follows exponential distribution. This system is analysed as a G/M1- type queue which can easily be seen as stable.

Next, we introduce correlated arrival process in the above. Arrival process is MMAP with representation (D0,D1,D2,D3)(D_0, D-1, D_2, D_3). D0D_0 contains rates of transitions without arrival; its diagonal entries are non-positive and off-diagonal entries, non-negative; D1D_1 has transitions rates of arriving genuine customers; D2D_2, that for negative customers which is not highly destructive and D3D_3, that of the most destructive customers. Here also pip_i stands for the probability of an arrival of type ii. This system is always stable. This system is analysed to find the long run distribution of the system state. Performance characteristics of the system are also investigated.

About the speaker

Achyutha Krishnamoorthy avatar

Prof. Achyutha Krishnamoorthy

India
  • Cochin University of Science & Technology
    Professor
  • CMS College, Centre for Research in Mathematics
    Honorary Director

Achyutha Krishnamoorthy received his undergraduate degree in Physics (1969) from University of Kerala, Master’s degree in Mathematics from Jabalpur University (1971) and Doctoral degree in Mathematics from Annamali University (1978). He was with the Mathematics Department of Cochin University of Science & Technology from October 1978 until his retirement in April 2009 as Professor in Applied Mathematics. He continued there as Professor Emeritus, Emeritus Scientist (2013-2016) of the Kerala State Council for Science, Technology & Environment. During 1989 to 2009 and subsequently in the capacity as Emeritus, he operated a few major research projects, including an Indo-Russian Scientific project. He was a recipient of RESARCH AWARD of University Grants Commission (UGC), Government of India in 1999. In 2016, he joined CMS College, Kottayam, as Honorary Director, Centre for Research in Mathematics. In 2017, he was selected Emeritus Fellow of the UGC. He continues to serve CMS College as Honorary Director of the Centre for Research in Mathematics. During 2015 to 2018, he operated an Indo-Russian scientific project at CMS College. He published more than 200 research papers, Guest Edited two special issues of STOCHASTIC MODELS and Edited a few conference proceedings.