VSO: Self-Organizing Spatial Publish Subscribe

• Published in: 2011 IEEE Fifth International Conference on Self-Adaptive and Self-Organizing Systems pp. 21 - 30
• Main Authors: Shun-Yun Hu, Kuan-Ta Chen
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2011
• Subjects: Games; Integrated circuit modeling; Load management; Load modeling; Logic gates; publish subscribe; Radar; scalability; spatial computing; Subscriptions
• ISBN: 1457716143; 9781457716140
• ISSN: 1949-3673
• DOI: 10.1109/SASO.2011.13

Spatial publish subscribe (SPS) is a basic primitive underlying many real-time, interactive applications such as online games or discrete-time simulations. Supporting SPS on a large-scale, however, requires sufficient resources and proper load distribution among the simulation units. For load distribution, existing mechanisms either use a static partitioning, such that over-provisioning or overloading are bound to occur, or require manual adjustments unsuitable for massive workloads. We describe Voronoi Self-organizing Overlay (VSO), which extends a Voronoi-based Overlay network (VON) to automatically partition and manage a logical space to support SPS. Efficient resource usage thus is possible as only the units necessary to maintain the system are used. Load is also balanced among the resource units so that overloading or over-provisioning can be avoided. We use simulations to verify our design and describe some preliminary results.