Grid or cloud environments leverage the need for self-repair solutions that resist and repair their own failures, something not yet ensured by existing solutions. In this paper, we describe the JADE Autonomic Repair System for legacy applications deployed in a grid or cloud environment. JADE is based on three main design principles. First, legacy applications are wrapped with Java objects, obtaining a uniform set of management operations over the heterogeneous legacy management capabilities. Second, to gain full autonomy, we adopt a replicated design combined with a recursive approach that makes JADE appear to JADE as any distributed application it manages and repairs. Finally, to scale, we rely on tiling the distributed environment and structuring our repair system per tile. To our knowledge, our repair system is the only one that is designed to scale and is fully autonomic, repairing not only the failures of the managed system but also its own. Our repair system has been tested in various realistic scenarios. Copyright © 2013 John Wiley & Sons, Ltd.

Autonomic computing enables computing infrastructures to perform administration tasks with minimal human intervention. This wrap-up paper describes the experience we gained with the design and use of Jade ---an architecture-based autonomic system. The contributions of this article are, (1) to explain how Jade provides autonomic management of a distributed system through an architecture-based approach, (2) to explain how we extended autonomic management from traditional self behaviors such as repairing or protecting a managed system to self-self behaviors where Jade also fully manages itself as it manages any other distributed system, (3) to report on our experience reaching self-self behaviors for two crucial autonomic properties, repair and protection.

Components are widely used for managing distributed applications because they not only capture the software architecture of managed applications as an assembly of components but also permit to dynamically adapt these applications to changing environments. Following this approach, our practical experience in the Jade environment about developing an autonomic repair management service with a self-healing behavior shows novel requirements on reflective component models for architecture-based management systems. First, we have identified five essential runtime abstractions that a component model must include in order to efficiently support an autonomic repair service. Second, our experience suggests that traditional reflective component models should be extended to allow specializing meta-operations. Third, our experience also shows that a meta-data checkpointing capability is best-suited for meta-data recovery after failures. We demonstrate the soundness of these findings in several ways. We applied the difficult problem of autonomic repair to both J2EE and JMS middleware. We further stressed our algorithms and mechanisms by applying them recursively towards gaining a self-healing property for the repair service itself. Although our experience was done in the Jade context, using the Fractal component model, we believe our findings to be general to architecture-based management systems using reflective component

Distributed software environments are increasingly difficult to manage. This paper presents a middleware for the development of self-manageable and autonomic systems. Preliminary experiments for automatically adapting a cluster of replicated databases according to QoS requirements are reported