Green resource allocation based on deep reinforcement learning in content-centric IoT

X He, K Wang, H Huang, T Miyazaki… - … on Emerging Topics …, 2018 - ieeexplore.ieee.org
In the era of information, the green services of content-centric IoT are expected to offer users
the better satisfaction of Quality of Experience (QoE) than that in a conventional IoT …

Soft cache hits: Improving performance through recommendation and delivery of related content

P Sermpezis, T Giannakas… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
Pushing popular content to small cells with local storage (“helper” nodes) has been
proposed to cope with the ever-growing data demand. Nevertheless, the collective storage …

Content propagation for content-centric networking systems from location-based social networks

Y Liu, A Liu, NN Xiong, T Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Pervasive sensing devices make an unprecedented increase in data sensing, collection,
and processing in edge network and they form the edge content server system. The edge …

Show me the cache: Optimizing cache-friendly recommendations for sequential content access

T Giannakas, P Sermpezis… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
Caching has been successfully applied in wired networks, in the context of Content
Distribution Networks (CDNs), and is quickly gaining ground for wireless systems. Storing …

Femto-caching with soft cache hits: Improving performance with related content recommendation

P Sermpezis, T Spyropoulos, L Vigneri… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
Pushing popular content to cheap``helper''nodes (eg, small cells with local storage) during
off-peak hours has recently been proposed to cope with the increase in mobile data traffic. If …

Delay analysis of epidemic schemes in sparse and dense heterogeneous contact networks

P Sermpezis, T Spyropoulos - IEEE Transactions on Mobile …, 2016 - ieeexplore.ieee.org
Epidemic algorithms have found their way into many areas of computer science, such as
databases and distributed systems, and recently for communication in Opportunistic or …

Soft cache hits and the impact of alternative content recommendations on mobile edge caching

T Spyropoulos, P Sermpezis - … of the eleventh ACM workshop on …, 2016 - dl.acm.org
Caching popular content at the edge of future mobile networks has been widely considered
in order to alleviate the impact of the data tsunami on both the access and backhaul …

Real-time algorithms for the detection of changes in the variance of video content popularity

S Skaperas, L Mamatas, A Chorti - IEEE Access, 2020 - ieeexplore.ieee.org
As video content is responsible for more than 70% of the global IP traffic, related resource
allocation approaches, eg, using content caching, become increasingly important. In this …

Cluster head selection method for content‐centric mobile social network in 5G

MM Tulu, R Hou, C Li, MD Amentie - IET Communications, 2018 - Wiley Online Library
In a social network, spreading information through the powerful leader of the community is
highly valuable. Applying effective methods to identify influential nodes will leverage cellular …

Performance evaluation of epidemic content retrieval in DTNs with restricted mobility

L Rashidi, R Entezari-Maleki… - … on Network and …, 2019 - ieeexplore.ieee.org
In some applicable scenarios, such as community patrolling, mobile nodes are restricted to
move only in their own communities. Exploiting the meetings of the nodes within the same …