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Detecting runtime anomalies is very important to monitoring and maintenance of distributed services. People often use execution logs for troubleshooting and problem diagnosis manually, which is time consuming and error-prone. In this paper, we propose an approach for automatic anomaly detection based on logs. We first mine a hybrid graph model that captures normal execution flows inter and intra services,...
Allocating resources to virtualized network functions and services to meet service level agreements is a challenging task for NFV management and orchestration systems. This becomes even more challenging when agile development methodologies, like DevOps, are applied. In such scenarios, management and orchestration systems are continuously facing new versions of functions and services which makes it...
BigDAWG is a polystore database system designed to work with heterogenous data that may be stored in disparate database and storage engines. A central component of the BigDAWG polystore system is the ability to submit queries that may be executed in different data engines. This paper presents a monitoring framework for the BigDawg federated database system which maintains performance information on...
Media production networks deal with large and predictable video transfers and streaming sessions which need to be scheduled to optimally use the limited network capacity. As the time and locality of transfers are predictable, advance bandwidth reservation results in more effective use of the underlying network. To offer reliable reservations, the incorporation of fault-tolerance related features in...
We leverage cloud governance for the simple reason that, once we get to a certain number of cloud services, we won't be able to keep track of them all and provide the control they'll require. Those who leverage many services provided by public and private clouds call this the tipping point, or the point where the number of services being managed becomes so high that's it's impossible to manage them...
The increasing complexity and scale of distributed systems has resulted in the manifestation of emergent behavior which substantially affects overall system performance. A significant emergent property is that of the "Long Tail", whereby a small proportion of task stragglers significantly impact job execution completion times. To mitigate such behavior, straggling tasks occurring within...
To achieve the exaFLOPS performance within a contained power budget, next generation supercomputers will feature hundreds of millions of components operating at low- and near-threshold voltage. As the probability that at least one of these components fails during the execution of an application approaches certainty, it seems unrealistic to expect that any run of a scientific application will not experience...
Despite the growing attention to security concerns and advances in code verification tools, many memory errors still escape testing and plague production applications with security vulnerabilities. We present RCORE, an efficient dynamic program monitoring infrastructure to perform automated security vulnerability monitoring. Our approach is to perform extensive static analysis at compile time to automatically...
There exists a class of scientific applications for which utilizing distributed resources is critical for reducing the time-to-solution. In this paper, we discuss a specific class of applications - Replica-Exchange simulations - where the orchestration of many distributed jobs in a dynamic and inherently unreliable distributed environment is essential for a successful completion. We describe the design,...
Software production line can be created by integrated framework which can integrate software tools, software components, software services, and collaboration mechanism. It can be used as one of the important software reuse techniques. This paper provides the definitions and differentiations of software product line, software production line and plugin architecture. A platform independent model of...
Pervasive computing is providing its usability and scope in almost every aspect nowadays. In order to make better use of pervasive services in nomadic devices, pervasive client download might be needed, which would result in serious security problems due to executing untrusted applications. Recently Security-by-Contract has been proposed to address this problem, where an application is required to...
Organic computing systems are systems which have the capability to autonomously (re-)organize and adapt themselves. The benefit of such systems with self-x properties is that they are more dependable, as they can compensate for some failures. They are easier to maintain, because they can automatically configure themselves and are more convenient to use because of automatic adaptation to new situations...
The Open Distributed Processing Reference Model (ODP-RM) provides viewpoints and abstract infrastructure guidelines that can be used for a basis for enterprise architecture, especially for an inter-enterprise architecture. The ODP-RM does not prescribe methodology for modeling itself, but provides common vocabulary and focus for description. This paper performs a brief analysis of the ODP-RM (and...
We developed a quality of service (QoS) management system to support service level management (SLM) for global enterprise services. The QoS management system is integrated with one of our enterprise services in a preproduction system, an identical system as the production system but in a test environment. Lab experiments showed that our integrated solution helps global enterprise services to better...
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