Video Throughput Guidance using MEC in 5G Mobile Network
Implementing Video Throughput Guidance using information from Radio Network Information Services (RNIS) API of MEC Platform.
Bayesian Recurrent Neural Network
Replicated Fortunato et al. by implementing Truncated Bayes by Backprop through time with Recurrent Neural Network (RNN) enhanced by Posterior sharpening.
Event Evolution Tracking from Streaming Social Posts
Developed algorithms to handle highly dynamic social streams i.e tweets and track Event Evolution patterns i.e birth, death, growth, decay, etc. in real-time.
Auto Hybrid Scaling of Virtual Network Functions
Developed algorithm for Proactive Hybrid i.e coarse-grained Horizontal and fine-grained Vertical scaling approach of VNFs.