Abstract: Provided are a content caching optimization system and method. The content caching optimization system in which content priority in an information-centric networking (ICN) environment is taken into consideration includes one or more producer terminals configured to generate and provide content, one or more user terminals configured to transmit content requests according to users and receive content according to the content requests, one or more mobilelmultiple access edge cotnputings (MECs) configured to predict the number of requests for each piece of content to be requested later on the basis of the content requests received from the user terminals, and a software-defined network (SDN) controller configured to calculate a content popularity using the number of requests for each piece of content predicted by the MECs and perform content caching optimization on the basis of the calculated content popularity and a preset content priority.

Abstract: Provided are a content caching optimization system and method. The content caching optimization system in which content priority in an information-centric networking (ICN) environment is taken into consideration includes one or more producer terminals configured to generate and provide content, one or more user terminals configured to transmit content requests according to users and receive content according to the content requests, one or more mobile/multiple access edge computings (MECs) configured to predict the number of requests for each piece of content to be requested later on the basis of the content requests received from the user terminals, and a software-defined network (SDN) controller configured to calculate a content popularity using the number of requests for each piece of content predicted by the MECs and perform content caching optimization on the basis of the calculated content popularity and a preset content priority.

Abstract: A semiconductor device is provided. The semiconductor device includes: a first interlayer insulating film defining a lower wiring trench; a lower wiring structure including a first lower barrier film which extends along sidewalls of the lower wiring trench, and a lower filling film which is on the first lower barrier film; a second interlayer insulating film on the first interlayer insulating film, the second interlayer insulating film defining an upper wiring trench which exposes at least part of the lower wiring structure; and an upper wiring structure provided in the upper wiring trench and connected to the lower wiring structure. An upper surface of the first lower barrier film is closer to a bottom surface of the lower wiring trench than each of an upper surface of the first interlayer insulating film and an upper surface the lower filling film. The upper surface of the first lower barrier film is concave.