Dynamic adaptation of policies using machine learning

A Pelaez, A Quiroz, M Parashar - 2016 16th IEEE/ACM …, 2016 - ieeexplore.ieee.org
Managing large systems in order to guarantee certain behavior is a difficult problem due to
their dynamic behavior and complex interactions. Policies have been shown to provide a …

Informed active learning to aid domain experts in modeling compliance

S Sunkle, D Kholkar, V Kulkarni - 2016 IEEE 20th International …, 2016 - ieeexplore.ieee.org
Modern enterprises face an unprecedented regulatory regime. Traditional compliance
practices in enterprises rely heavily on domain experts whose judgement determines what …

A reinforcement learning-based framework for the generation and evolution of adaptation rules

T Zhao, W Zhang, H Zhao, Z Jin - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
One of the challenges in self-adaptive systems concerns how to make adaptation to
themselves at runtime in response to possible and even unexpected changes from the …

Customizable and upgradable enterprise systems without the crystal ball assumption

S Vaucouleur - 2009 IEEE International Enterprise Distributed …, 2009 - ieeexplore.ieee.org
Most software engineering techniques that deal with software products customization are
based on anticipation: The software designer has to foresee, somehow, the future needs for …

Synthesizing dynamically updating controllers from changes in scenario-based specifications

C Ghezzi, J Greenyer… - 2012 7th International …, 2012 - ieeexplore.ieee.org
Many software-intensive systems are expected to run continuously while their environments
change and their requirements evolve, so their implementation must be updated …

An architecture for runtime customization of smart devices

M Fazio, G Merlino, D Bruneo… - 2013 IEEE 12th …, 2013 - ieeexplore.ieee.org
Smart environments represent a relatively uncharted ICT territory where plenty of sensor and
actuator devices can be enrolled on-demand in order to realize high value-added services …

Policy management as a service: An approach to manage policy heterogeneity in cloud computing environment

H Takabi, JBD Joshi - 2012 45th Hawaii International …, 2012 - ieeexplore.ieee.org
Security issues are delaying fast adoption of cloud computing and security mechanisms to
ensure its secure adoption has become a crucial immediate need. On the other hand, cloud …

Elastic management of cloud applications using adaptive reinforcement learning

K Lolos, I Konstantinou, V Kantere… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Modern large-scale computing deployments consist of complex applications running over
machine clusters. An important issue in these is the offering of elasticity, ie, the dynamic …

Policy-based management of an e-commerce business simulation: An experimental study

E Kandogan, CS Campbell… - 2006 IEEE …, 2006 - ieeexplore.ieee.org
Autonomic Computing lays out a vision of information technology in which systems manage
themselves based on policies. As a result, policies are the new currency of interaction …

A monitoring approach for policy enforcement in cloud services

R Fernando, R Ranchal, B Bhargava… - 2017 IEEE 10th …, 2017 - ieeexplore.ieee.org
When clients interact with a cloud-based service, they expect certain levels of quality of
service guarantees. These are expressed as security and privacy policies, interaction …