基于自主代理的防篡改移动云计算

Pelin Angin, B. Bhargava, R. Ranchal
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引用次数: 6

摘要

移动云计算范式的兴起使得处理能力和电池寿命有限的移动设备能够实时完成复杂的任务。虽然移动云计算有望克服移动设备对实时计算需求的限制,但现有模型依赖于诸如应用程序代码的完整克隆的可用性和云中的非标准系统环境等强有力的假设,这使得管理基于移动云计算的应用程序的性能变得更加困难。此外,将移动计算卸载到云端会带来将数据和代码发送到不可信平台的安全风险,并且由于复杂机制带来的额外计算开销,很难实现完美的安全性。在本文中,我们提出了一种基于自主代理的应用程序分区的移动云计算动态计算卸载模型。我们提出了一种动态抗篡改方法来管理卸载计算的安全性,通过使用低开销的自省和完整性保持通信机制来增强具有自我保护能力的代理。实际移动应用程序的实验证明了该方法在高性能、防篡改移动云计算方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tamper-resistant autonomous agents-based mobile-cloud computing
The rise of the mobile-cloud computing paradigm has enabled mobile devices with limited processing power and battery life to achieve complex tasks in real-time. While mobile-cloud computing is promising to overcome limitations of mobile devices for real-time computing needs, the reliance of existing models on strong assumptions such as the availability of a full clone of the application code and non-standard system environments in the cloud makes it harder to manage the performance of mobile-cloud computing based applications. Furthermore, offloading mobile computation to the cloud entails security risks associated with sending data and code to an untrusted platform and perfect security is hard to achieve due to the extra computational overhead introduced by complex mechanisms. In this paper, we present a dynamic computation-offloading model for mobile-cloud computing, based on autonomous agent-based application partitions. We propose a dynamic tamper-resistance approach for managing the security of offloaded computation, by augmenting agents with self-protection capability using a low-overhead introspection and integrity-preserving communication mechanism. Experiments with a real-world mobile application demonstrates the effectiveness of the approach for high-performance, tamper-resistant mobile-cloud computing.
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