Elastic management of cloud applications using adaptive reinforcement learning. - Konstantinos Lolos; Ioannis Konstantinou; Verena Kantere; Nectarios Koziris (IEEE BigData, 2017)

Rethinking reinforcement learning for cloud elasticity. - Konstantinos Lolos; Ioannis Konstantinou; Verena Kantere; Nectarios Koziris (SoCC, 2017)

Adaptive State Space Partitioning of Markov Decision Processes for Elastic Resource Management. - Konstantinos Lolos; Ioannis Konstantinou; Verena Kantere; Nectarios Koziris (ICDE, 2017)

Elastic Resource Management with Adaptive State Space Partitioning of Markov Decision Processes. - Konstantinos Lolos; Ioannis Konstantinou; Verena Kantere; Nectarios Koziris (CoRR, 2017)