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Automating the Management and Versioning of Service Models at Runtime to Support Service Monitoring

Automating the Management and Versioning of Service Models a...

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International Conference on Enterprise Distributed Object Computing (EDOC)

作者： Taid Holmes Uwe Zdun Schahram Dustdar Distributed Systems Group Institute of Information Systems University of Technology Vienna Austria Software Architecture Group Faculty of Computer Science University of Technology Vienna Austria

In a model-driven service-oriented architecture (SOA), the services are in large parts generated from models. To facilitate monitoring, governance, and self-adaptation the information in these models can be used by services that monitor, manage, or adapt the SOA at runtime. If a service for monitoring, management, or adaptation in an SOA is dependent on models, and the metamodel changes, usually the service needs to be manually adapted to work with the new version, recompiled, and redeployed. This manual effort impedes the use of models at runtime. To address this problem, this paper introduces model-aware services that work with models at runtime. These services are supported using a service environment, called Morse. Hiding the complexity of implicit versioning of models from users while respecting the principle of Universally Unique Identifiers (UUIDs), it realizes a novel transparent UUID-based model versioning technique. It uses the model-driven approach to automatically generate and deploy Morse services that are used by the model-aware services to access models in the correct version. In this way, monitoring and adaptation in SOAs can be better supported, and the manual effort to evolve services for monitoring, management, or adaptation, which are based on models at runtime, can be minimized.

关键词： Biological system modeling Adaptation models Unified modeling language Monitoring Runtime Service oriented architecture Manuals

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Monitoring performance-related QoS properties in service-oriented systems: A pattern-based architectural decision model

Monitoring performance-related QoS properties in service-ori...

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16th European Conference on Pattern Languages of Programs, EuroPLoP 2011

作者： Oberortner, Ernst Sobernig, Stefan Zdun, Uwe Dustdar, Schahram Distributed Systems Group Information Systems Institute Vienna University of Technology Argentinierstrasse 8/184-1 A-1040 Vienna Austria UZA II Augasse 2-6 A-1090 Vienna Austria Software Architecture Faculty of Computer Science Vienna University Waehringerstrae 29 A-1090 Vienna Austria

ISBN: (纸本)9781450313025

In service-oriented systems, service-level agreements (SLA) are specified as contracts between service providers and service consumers. SLAs stipulate - among other things - the provided services' performance. A service provider must fulfill the agreements stated in SLAs, e.g., to avoid paying penalties. Service consumers must verify whether the service quality as purchased is delivered. We present an architectural design decision model (ADDM) covering the design of a QoS monitoring infrastructure. The ADDM collects design decisions about measuring, storing, and evaluating performance-related quality-of-service (QoS) agreements. The model includes various requirements and puts forth design solutions by referring to established architectural, remoting, and design patterns. We evaluate the ADDM to build the architecture of a QoS monitoring infrastructure in a case study. The model guides through the decision-making process of designing a QoS monitoring infrastructure. © 2011 ACM.

关键词： Quality of service

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Toward Brain-computer Interfacing (Neural Information Processing) 1

引用

丛书名： Neural Information Processing series

2007年

作者： Guido Dornhege JosA? del R. MillA?n Thilo Hinterberger Dennis J. McFarland Klaus-Robert MA?ller Terrence J. Sejnowski

ISBN: (纸本)9780262042444

The latest research in the development of technologies that will allow humans to communicate, using brain signals only, with computers, wheelchairs, prostheses, and other *** in developing an effective communication interface connecting the human brain and a computer has grown rapidly over the past decade. The brain-computer interface (BCI) would allow humans to operate computers, wheelchairs, prostheses, and other devices, using brain signals only. BCI research may someday provide a communication channel for patients with severe physical disabilities but intact cognitive functions, a working tool in computational neuroscience that contributes to a better understanding of the brain, and a novel independent interface for human-machine communication that offers new options for monitoring and control. This volume presents a timely overview of the latest BCI research, with contributions from many of the important research groups in the field. The book covers a broad range of topics, describing work on both noninvasive (that is, without the implantation of electrodes) and invasive approaches. Other chapters discuss relevant techniques from machine learning and signal processing, existing software for BCI, and possible applications of BCI research in the real world.

关键词： Basic Sciences Biology Life Sciences Psychology - Theory History Research Physiology Clinical Medicine

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Web Service Selection Algorithm Based on Particle Swarm Optimization

Web Service Selection Algorithm Based on Particle Swarm Opti...

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IEEE International Symposium on Dependable, Autonomic and Secure Computing (DASC)

作者： Hong Xia Yan Chen Zengzhi Li Haichang Gao Yanping Chen Institute of Computer System Architecture and Network Xi'an Jiaotong University Xi'an China Software Engineering Institute Xidian University Xi'an China Department of Computer Science and Technology Xi'an Institute of Post and Telecommunications Xi'an China

A novel multi-objective optimization based particle swarm optimization algorithm is presented to solve the global optimization problem for based services selecting in Web services composition technology. This algorithm takes Web services selection as a multi-objective constrained optimization problem with constraints. It introduces multi-objective PSO intelligent theory to optimize multi parameters simultaneously, and produces a set of constraints to meet the Pareto optimal solution. The experiments show that the algorithm is a feasible and efficient method for Web services selection.

关键词： Web services Particle swarm optimization Quality of service Constraint optimization computer networks software algorithms Service oriented architecture Linear programming Optimization methods Telecommunication computing

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An Approach for Evaluating the Potential Impact of Anti-Patterns on Microservices Performance

An Approach for Evaluating the Potential Impact of Anti-Patt...

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IEEE International Conference on software architecture Workshops (ICSAW)

作者： Raghad Matar Jasmin Jahić Department of Architecture-Centric Engineering Fraunhofer Institute for Experimental Software Engineering Kaiserslautern Germany Department of Computer Science and Technology University of Cambridge Cambridge UK

The microservices architectural style has been increasingly adopted in recent years due to its advantageous characteristics. While there exist design patterns for microservices that are theoretically beneficial for ensuring performance (and anti-patterns that should be avoided), they do not always lead to the expected impact. Some designs are solutions for achieving quality properties other than performance, and while they might be categorized as anti-patterns in theory, their influence on system performance can be minimal, depending on the context. Architects find it hard to reason about these trade-offs and the impact that design decisions will have on performance before implementing them. To solve this problem, in this paper, we propose an approach that enables rapid evaluation of high-level architectural models by combining both static and dynamic analysis. The static analysis identifies the design anti-patterns that are known to hinder system performance and guides the architect in reasoning about these design decisions. The approach then generates source code for the system under study based on the architectural design model for a subsequent dynamic analysis to assess whether the statically detected anti-patterns do indeed have a negative effect on the performance of the analyzed system.

关键词： Analytical models software architecture System performance Source coding Microservice architectures Static analysis Cognition

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Achieving Dependable Component Bindings in Dynamic Adaptive Systems - A Runtime Testing Approach

Achieving Dependable Component Bindings in Dynamic Adaptive ...

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International Conference on Self-Adaptive and Self-Organizing Systems (SASO)

作者： Dirk Niebuhr Andreas Rausch Cornel Klein Juergen Reichmann Reiner Schmid Institute of Computer Science Software Systems Engineering Clausthal University of Technology Clausthal-Zellerfeld Germany SW Architecture & Platforms Corporate Research and Technologies Munich Germany

Component-based software engineering has been continuously improved and successfully applied over the past years. Future systems, like ultra-large scale systems, are a vast array of decentralized, distributed, autonomic, heterogeneous, organically grown and continually evolving subsystems respectively components. Components may join or leave these systems during the life cycle of these systems, even at runtime. Despite this enormous complexity, we depend more and more on these dynamic adaptive systems. Hence we have to care about dependability although the systems are evolving at runtime. To achieve dependable dynamic adaptive systems which support hot plug and binding of components during runtime we claim to integrate specific concepts, like runtime testing, into the component infrastructure. In this paper we will show that existing approaches cannot guarantee the correctness of component bindings in dynamic adaptive systems. Therefore we introduce a technique for runtime testing and show how it can be integrated into a component-based approach.

关键词： Adaptive systems System testing Runtime software systems Plastics software engineering software reusability Automatic testing software testing computer science

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The Discrimination Method of Regional Traffic Status under Earthquake

The Discrimination Method of Regional Traffic Status under E...

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2015 2nd International Workshop on Materials Engineering and computer Sciences(IWMECS 2015)

作者： Chen Hong Yu Feng Zhou Hu-xing College of Computer and software Nanjing Institute of Industry Technology College of Electric and Electronic Information Changchun Architecture and Civil Engineering College College of Transportation Jilin University

On the basis of existing traffic status discrimination under normal conditions, considering the influence of earthquake disaster on road capacity, real-time discrimination methods of section and intersection under earthquake was proposedThrough considering factor such as road level, section capacity and section length, determined traffic status weights of sections and intersections, achieved the real-time discrimination of regional traffic statusThe method was verified using simulation road networkThe results showed that under earthquake the method has good performance in aspects of accuracy and prediction time.

关键词： engineering of communications and transportation earthquake traffic capacity traffic status discrimination

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Using non-spatial prior information in block-matching based motion estimation

Using non-spatial prior information in block-matching based ...

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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

作者： Tarik Arici Elif Albuz Yucel Altunbasak School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA USA Video Software Architecture Group NVIDIA Corporation Santa Clara CA USA

Due to memory bandwidth limitations and computational complexity considerations in hardware implementations, block matching combined with lscr 1 error norm and translational motion model is preferred in motion-estimation algorithms. Performance of this scheme is degraded by noise, compression artifacts, rotation, repeating structures, motion boundaries, zooming, and brightness changes. In this work, we present a Bayesian approach to incorporate prior information into block matching. Hypothesis testing is utilized to choose the most applicable prior motion vector and to compute a prior motion-vector distribution and its precision. Prior distribution is then updated with motion-vector likelihood derived from pixel data to obtain the posterior distribution, which is maximized via a search on the feasible motion-vector space.

关键词： Motion estimation Hardware Brightness Computational complexity Bayesian methods Testing Noise reduction Algorithm design and analysis Computational modeling Iterative algorithms

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Performance Evaluation of Metaheuristic Optimization Techniques in Insulation Problem 8

Performance Evaluation of Metaheuristic Optimization Techniq...

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8th International Conference on Information technology Trends, ITT 2022

作者： Gunal, Ozen Akpinar, Mustafa Akpinar, Kevser Ovaz Turgutlu Vocational School Manisa Celal Bayar University Department of Computer Programming Manisa Turkey Sakarya University Department of Software Engineering Sakarya Turkey School of Engineering Architecture and Interior Design Amity University Dubai Dubai United Arab Emirates Rochester Institute of Technology Department of Computing Security Dubai United Arab Emirates

ISBN: (数字)9781665487429

ISBN: (纸本)9781665487412

Selection of insulation material and determination of its thickness are the two most important parameters that prevent heat loss. Too much thickness complicates the price and use. The low coefficient of thermal conductivity of the insulation material reduces heat loss and increases the cost. One of the most important factors when determining the material thickness and conductivity coefficient is the price. In this study, two cases were examined under certain conditions, independent of the price. In the first case, the insulation material is determined, whereas the material thickness is determined in the second case. Six different current metaheuristic algorithms were used to calculate the two cases. It has been observed that harris hawks optimization (HHO), salp swarm optimization (SSO), and whale optimization (WO) algorithms determine the global optimum point without any error in determining the targets of the problem while the processing times were short. Overall, it has been seen that all six algorithms can create solutions to heat transfer problems with very low errors. © 2022 IEEE.

关键词： Optimization

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A SCHEME OF INTEGRATING DNS INTO P2P SERVICE NETWORK

A SCHEME OF INTEGRATING DNS INTO P2P SERVICE NETWORK

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2011 4th IEEE International Conference on Broadband Network & Multimedia technology(第四届IEEE宽带网络与多媒体国际会议 4th IEEE IC-BNMT2011)

作者： Yinghui Liu Dan Wang Yongsheng Hu Department of Computer and Software Nanjing Institute of Industry Technology Nanjing 210046 China Department of System Architecture Central R&D Institute of ZTE Corporation Nanjing 210012 China

Service discovery is critical for mapping logical resource name to physical resources in large-scale distributed systems. The traditional Domain Name System (DNS) deployed on the Internet, however, suffers from slow-down, vulnerability for denial of service attacks, and does not support fast updates. To address these problems, a novel decentralized service discovery approach based on peer-to-peer approach, but DNS and distributed hash tables not quite perfect together. We explore one such transitional scheme integrating legacy DNS into peer-to-peer service network. Our system introduces DNS elements with slight modifications, at the same time inheriting P2P’s fault-tolerance and load balance prosperities. The experimental evaluation shows that proposed scheme achieves higher data availability and provides efficient query with lower latency.

关键词： Service Discovery Domain Name System Peer-to-Peer Distributed System

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