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Mobile services, especially video streaming, has seen a rapid usage increase in recent years. Base stations (BSs) need to employ smarter and efficient resource allocation strategies to maintain high quality of service (QoS) to users at all the times. Predictive resource allocation (PRA), is one such novel scheme, in which BSs seek to anticipate the user demands and offer service to users in advance. As a result, the QoS can be improved, network load can be distributed over time, while at thedoi:10.1109/icc.2017.7996754 dblp:conf/icc/AhmadRMW17 fatcat:mwsrxivoyrci3f6j32lybaaw5y