Fan Yang, Zhengping Qian, Xiuwei Chen, Ivan Beschastnikh, Li Zhuang, Lidong Zhou, and Guobin Shen
March 2012
This paper presents Sonora, a platform for mobile-cloud computing. Sonora
is designed to support the development and execution of
continuous mobile-cloud services. To this end, Sonora provides
developers with stream-based programming interfaces that coherently
integrate a broad range of existing techniques from mobile, database,
and distributed systems. These range from support for disconnected
operation to relational and event-driven models. Sonora's execution
engine is a fault-tolerant distributed runtime that supports
user-facing continuous sensing and processing services in the
cloud. Key features of this engine are its dynamic load balancing
mechanisms, and a novel failure recovery protocol that performs
checkpoint-based partial rollback recovery with selective
re-execution. To illustrate the relevance and power of the stream
abstraction in describing complex mobile-cloud services we evaluate
Sonora's design in the context of two services. We also validate Sonora's
design, demonstrating that Sonora is efficient, scalable, and provides
responsive fault tolerance.
![]() PDF file |
| Type | TechReport |
| Number | MSR-TR-2012-34 |