Predictive VPN bandwidth balancing based on weather data and social media sentiment
The disclosure is directed to a method for balancing VPN network bandwidth. A method in accordance with an embodiment includes: obtaining weather data and social media sentiment for a plurality of geographical regions; analyzing the weather data and the social media sentiment for factors that may influence network bandwidth usage in each of the plurality of geographical regions; predicting network bandwidth requirements for each of the plurality of geographical regions based on the analysis of the weather data and the social media sentiment; and balancing the network bandwidth among the plurality of geographical regions based on the predicted network bandwidth requirements.
1. A method for balancing network bandwidth in a network, the network providing a plurality of virtual private network connections, comprising:
obtaining weather data and social media sentiment for a plurality of geographical regions;
analyzing the weather data and the social media sentiment for factors that may influence network bandwidth usage of the plurality of virtual private network connections provided by the network in each of the plurality of geographical regions;
predicting network bandwidth requirements of the plurality of virtual private network connections provided by the network for each of the plurality of geographical regions based on the analysis of the weather data and the social media sentiment; and
balancing the network bandwidth of the network among the plurality of geographical regions based on the predicted network bandwidth requirements of the plurality of virtual private network connections provided by the network,
wherein the balancing the number of VPN connections among the plurality of geographical regions based on the predicted network bandwidth requirements further comprises at least one of:
assigning reserve VPN connections to at least one of the plurality of geographical regions based on the predicted network bandwidth requirements; and
reallocating existing VPN connections among the plurality of geographical regions based on the predicted network bandwidth requirements,
and
wherein the predicting network bandwidth requirements for each of the plurality of geographical regions further comprises:
assigning a weight to the weather data and the social media sentiment based on past network bandwidth usage; and
assigning a score to the weighted weather data and the weighted social media sentiment based on past network bandwidth usage.
2. The method of claim 1 , wherein the predicting network bandwidth requirements further comprises:
comparing the scores for each of the plurality of geographical regions; and
balancing the network bandwidth among the plurality of geographical regions based on the comparison.
3. A system, including a processor for performing a method for balancing network bandwidth in a network, the network providing a plurality of virtual private network connections, the method performed by the processor comprising:
obtaining weather data and social media sentiment for a plurality of geographical regions;
analyzing the weather data and the social media sentiment for factors that may influence network bandwidth usage of the plurality of virtual private network connections provided by the network in each of the plurality of geographical regions;
predicting network bandwidth requirements of the plurality of virtual private network connections provided by the network for each of the plurality of geographical regions based on the analysis of the weather data and the social media sentiment; and
balancing the network bandwidth of the network among the plurality of geographical regions based on the predicted network bandwidth requirements of the plurality of virtual private network connections provided by the network,
wherein the balancing the number of VPN connections among the plurality of geographical regions based on the predicted network bandwidth requirements further comprises at least one of:
assigning reserve VPN connections to at least one of the plurality of geographical regions based on the predicted network bandwidth requirements; and
assigning reserve VPN connections to at least one of the plurality of geographical regions based on the predicted network bandwidth requirements; and
reallocating existing VPN connections among the plurality of geographical regions based on the predicted network bandwidth requirements,
and
wherein the predicting network bandwidth requirements for each of the plurality of geographical regions further comprises:
assigning a weight to the weather data and the social media sentiment based on past network bandwidth usage; and
assigning a score to the weighted weather data and the weighted social media sentiment based on past network bandwidth usage.
4. The system of claim 3 , wherein the predicting network bandwidth requirements further comprises:
comparing the scores for each of the plurality of geographical regions; and
balancing the network bandwidth among the plurality of geographical regions based on the comparison.
5. A computer program product comprising program code embodied in at least one non-transitory computer-readable storage medium, which when executed, enables a computer system to implement a method for balancing network bandwidth in a network, the network providing a plurality of virtual private network connections, the method comprising:
obtaining weather data and social media sentiment for a plurality of geographical regions;
analyzing the weather data and the social media sentiment for factors that may influence network bandwidth usage of the plurality of virtual private network connections provided by the network in each of the plurality of geographical regions;
predicting network bandwidth requirements of the plurality of virtual private network connections provided by the network for each of the plurality of geographical regions based on the analysis of the weather data and the social media sentiment; and
balancing the network bandwidth of the network among the plurality of geographical regions based on the predicted network bandwidth requirements of the plurality of virtual private network connections provided by the network,
wherein the balancing the number of VPN connections among the plurality of geographical regions based on the predicted network bandwidth requirements further comprises at least one of:
assigning reserve VPN connections to at least one of the plurality of geographical regions based on the predicted network bandwidth requirements; and
assigning reserve VPN connections to at least one of the plurality of geographical regions based on the predicted network bandwidth requirements; and
reallocating existing VPN connections among the plurality of geographical regions based on the predicted network bandwidth requirements,
and
wherein the predicting network bandwidth requirements for each of the plurality of geographical regions further comprises:
assigning a weight to the weather data and the social media sentiment based on past network bandwidth usage; and
assigning a score to the weighted weather data and the weighted social media sentiment based on past network bandwidth usage.
6. The computer program product of claim 5 , wherein the predicting network bandwidth requirements further comprises:
comparing the scores for each of the plurality of geographical regions; and
balancing the network bandwidth among the plurality of geographical regions based on the comparison.