Scheduling of Security Resources in Software Defined Security Architecture
Title | Scheduling of Security Resources in Software Defined Security Architecture |
Publication Type | Conference Paper |
Year of Publication | 2017 |
Authors | Zhang, G., Qiu, X., Chang, W. |
Conference Name | 2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) |
Keywords | automated security business management, computer network security, distributed computing, Knowledge discovery, Network security, Network Security Architecture, new-type open security devices, open security devices, orchestration, pubcrawl, resilience, Resiliency, resource pool, scheduling, security control plane, security data plane, security demand, security devices, security protection efficiency, security protection task, security resource capability abstracting, security resource scheduling algorithm, security resources, security resources scheduling, security scheduling mechanism, security task abstracting, security tasks, software defined networking, Software Defined Security, software defined security architecture |
Abstract | With the development of Software Defined Networking, its software programmability and openness brings new idea for network security. Therefore, many Software Defined Security Architectures emerged at the right moment. Software Defined Security decouples security control plane and security data plane. In Software Defined Security Architectures, underlying security devices are abstracted as security resources in resource pool, intellectualized and automated security business management and orchestration can be realized through software programming in security control plane. However, network management has been becoming extremely complicated due to expansible network scale, varying network devices, lack of abstraction and heterogeneity of network especially. Therefore, new-type open security devices are needed in SDS Architecture for unified management so that they can be conveniently abstracted as security resources in resource pool. This paper firstly analyses why open security devices are needed in SDS architecture and proposes a method of opening security devices. Considering this new architecture requires a new security scheduling mechanism, this paper proposes a security resource scheduling algorithm which is used for managing and scheduling security resources in resource pool according to user s security demand. The security resource scheduling algorithm aims to allocate a security protection task to a suitable security resource in resource pool so that improving security protection efficiency. In the algorithm, we use BP neural network to predict the execution time of security tasks to improve the performance of the algorithm. The simulation result shows that the algorithm has ideal performance. Finally, a usage scenario is given to illustrate the role of security resource scheduling in software defined security architecture. |
URL | http://ieeexplore.ieee.org/document/8250411/ |
DOI | 10.1109/CyberC.2017.46 |
Citation Key | zhang_scheduling_2017 |
- security data plane
- software defined security architecture
- Software Defined Security
- software defined networking
- security tasks
- security task abstracting
- security scheduling mechanism
- security resources scheduling
- security resources
- security resource scheduling algorithm
- security resource capability abstracting
- security protection task
- security protection efficiency
- security devices
- security demand
- automated security business management
- security control plane
- scheduling
- resource pool
- Resiliency
- resilience
- pubcrawl
- orchestration
- open security devices
- new-type open security devices
- Network Security Architecture
- network security
- Knowledge Discovery
- distributed computing
- computer network security