Author List: Cheng, Hsing Kenneth; Li, Zhi; Naranjo, Andy;
Information Systems Research, 2016, Volume 27, Issue 1, Page 145-165.
This study examines cloud computing spot pricing dynamics and the influence of latency on those pricing dynamics. Using the Amazon Elastic Compute Cloud U.S. East and West market spot instance pricing and latency intraday data from April 9, 2010, to May 22, 2011, we find considerable time variation in spot instance prices, and prices are often persistently higher in the West. Bivariate vector autoregressive model results show that within-market autoregressive pricing effects are larger than across-market effects. We also document that over 70% of the relative price discovery occurs in the East market. Our regression results further show that EastÐWest latency differentials have a significantly positive effect on EastÐWest pricing differentials. Latency creates a dynamic pricing wedge that widens or narrows conditional on the latency differentials. Using an error correction model, the speed of adjustment from long-run pricing convergence errors causes the short-brun price differential to narrow, but the adjustment does not completely offset the price differential.
Keywords: cloud computing ; spot pricing ; pricing dynamics ; latency ; arbitrage
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#195 0.286 pricing services levels level on-demand different demand capacity discrimination mechanism schemes conditions traffic paper resource expected based constraints solution latency
#128 0.150 dynamic time dynamics model change study data process different changes using longitudinal understanding decisions develop temporal reveal associated state identifies
#41 0.145 price prices dispersion spot buying good transaction forward retailers commodity pricing collected premium customers using posted relatively obtain listing uncertainty
#93 0.138 performance results study impact research influence effects data higher efficiency effect significantly findings impacts empirical significant suggest outcomes better positive
#166 0.069 negative positive effect findings results effects blog suggest role blogs posts examined period relationship employees research employee bloggers reveal companies
#30 0.054 market trading markets exchange traders trade transaction financial orders securities significant established number exchanges regulatory structures order traditional stock provides