134 citations · 134 across the 3 of their papers we have counts for
4 papers
Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency
Mischa Schmidt, Christer Åhlund
Due to its significant contribution to global energy usage and the associated greenhouse gas emissions, existing building stock's energy efficiency must improve. Predictive buildin…
Proactive QoE Provisioning in Heterogeneous Access Networks using Hidden Markov Models and Reinforcement Learning
Karan Mitra, Christer Åhlund, Arkady Zaslavsky +1
Quality of Experience (QoE) provisioning in heterogeneous access networks (HANs) can be achieved via handoffs. The current approaches for QoE-aware handoffs either lack the availab…
ALPINE: A Bayesian System for Cloud Performance Diagnosis and Prediction
Karan Mitra, Saguna Saguna, Christer Åhlund +1
Cloud performance diagnosis and prediction is a challenging problem due to the stochastic nature of the cloud systems. Cloud performance is affected by a large set of factors inclu…
QoE Modelling, Measurement and Prediction: A Review
Karan Mitra, Arkady Zaslavsky, Christer Åhlund
In mobile computing systems, users can access network services anywhere and anytime using mobile devices such as tablets and smart phones. These devices connect to the Internet via…