481,730 research outputs found
Intelligent Management of Mobile Systems through Computational Self-Awareness
Runtime resource management for many-core systems is increasingly complex.
The complexity can be due to diverse workload characteristics with conflicting
demands, or limited shared resources such as memory bandwidth and power.
Resource management strategies for many-core systems must distribute shared
resource(s) appropriately across workloads, while coordinating the high-level
system goals at runtime in a scalable and robust manner.
To address the complexity of dynamic resource management in many-core
systems, state-of-the-art techniques that use heuristics have been proposed.
These methods lack the formalism in providing robustness against unexpected
runtime behavior. One of the common solutions for this problem is to deploy
classical control approaches with bounds and formal guarantees. Traditional
control theoretic methods lack the ability to adapt to (1) changing goals at
runtime (i.e., self-adaptivity), and (2) changing dynamics of the modeled
system (i.e., self-optimization).
In this chapter, we explore adaptive resource management techniques that
provide self-optimization and self-adaptivity by employing principles of
computational self-awareness, specifically reflection. By supporting these
self-awareness properties, the system can reason about the actions it takes by
considering the significance of competing objectives, user requirements, and
operating conditions while executing unpredictable workloads
Needs of Service Identification for Service-Oriented Business Process Management
Since the trend of adopting SOA into enterprise applications, the needs for deļ¬nition and identiļ¬cation of services have been recognized. There is a growing body of research carried out on the identiļ¬cation of different types of services. Identifying right granularity services is important: if the service is of large size, it goes against the reusability principle of SOA, whereas if the service is of small size, then it causes unnecessary computing power for implementing any business functions. Without a formal (semi)- automatic approach to identify services, it is difficult in migrating existing systems into service-oriented systems. This paper explores the need for service identiļ¬cation for service-oriented business process management systems. The current approaches, techniques and methods of service identification are reviewed, and limitations of the each approach is analysed. New requirements and techniques are demonstrated in creating improved dynamic services with consideration for interoperability, modularity, reusability within information environment
The safety case and the lessons learned for the reliability and maintainability case
This paper examine the safety case and the lessons learned for the reliability and maintainability case
A Survey on IT-Techniques for a Dynamic Emergency Management in Large Infrastructures
This deliverable is a survey on the IT techniques that are relevant to the three use cases of the project EMILI. It describes the state-of-the-art in four complementary IT areas: Data cleansing, supervisory control and data acquisition, wireless sensor networks and complex event processing. Even though the deliverableās authors have tried to avoid a too technical language and have tried to explain every concept referred to, the deliverable might seem rather technical to readers so far little familiar with the techniques it describes
The use of indigenous knowledge in development: problems and challenges
The use of indigenous knowledge has been seen by many as an alternative way of promoting development in poor rural communities in many parts of the world. By reviewing much of the recent work on indigenous knowledge, the paper suggests that a number of problems and tensions has resulted in indigenous knowledge not being as useful as hoped for or supposed. These include problems emanating from a focus on the (arte)factual; binary tensions between western science and indigenous knowledge systems; the problem of differentiation and power relations; the romanticization of indigenous knowledge; and the all too frequent decontextualization of indigenous knowledge
Verifying service continuity in a satellite reconfiguration procedure: application to a satellite
The paper discusses the use of the TURTLE UML profile to model and verify service continuity during dynamic reconfiguration of embedded software, and space-based telecommunication software in particular. TURTLE extends UML class diagrams with composition operators, and activity diagrams with temporal operators. Translating TURTLE to the formal description technique RT-LOTOS gives the profile a formal semantics and makes it possible to reuse verification techniques implemented by the RTL, the RT-LOTOS toolkit developed at LAAS-CNRS. The paper proposes a modeling and formal validation methodology based on TURTLE and RTL, and discusses its application to a payload software application in charge of an embedded packet switch. The paper demonstrates the benefits of using TURTLE to prove service continuity for dynamic reconfiguration of embedded software
Developing a distributed electronic health-record store for India
The DIGHT project is addressing the problem of building a scalable and highly available information store for the Electronic Health Records (EHRs) of the over one billion citizens of India
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