Microservice Transition and its Granularity Problem: A Systematic Mapping Study

Microservices have gained wide recognition and acceptance in software industries as an emerging architectural style for autonomic, scalable, and more reliable computing. The transition to microservices has been highly motivated by the need for better alignment of technical design decisions with improving value potentials of architectures. Despite microservices' popularity, research still lacks disciplined understanding of transition and consensus on the principles and activities underlying "micro-ing" architectures. In this paper, we report on a systematic mapping study that consolidates various views, approaches and activities that commonly assist in the transition to microservices. The study aims to provide a better understanding of the transition; it also contributes a working definition of the transition and technical activities underlying it. We term the transition and technical activities leading to microservice architectures as microservitization. We then shed light on a fundamental problem of microservitization: microservice granularity and reasoning about its adaptation as first-class entities. This study reviews state-of-the-art and -practice related to reasoning about microservice granularity; it reviews modelling approaches, aspects considered, guidelines and processes used to reason about microservice granularity. This study identifies opportunities for future research and development related to reasoning about microservice granularity.Comment: 36 pages including references, 6 figures, and 3 table

Network-aware Evaluation Environment for Reputation Systems

Parties of reputation systems rate each other and use ratings to compute reputation scores that drive their interactions. When deciding which reputation model to deploy in a network environment, it is important to find the most suitable model and to determine its right initial configuration. This calls for an engineering approach for describing, implementing and evaluating reputation systems while taking into account specific aspects of both the reputation systems and the networked environment where they will run. We present a software tool (NEVER) for network-aware evaluation of reputation systems and their rapid prototyping through experiments performed according to user-specified parameters. To demonstrate effectiveness of NEVER, we analyse reputation models based on the beta distribution and the maximum likelihood estimation

QoS-Aware Middleware for Web Services Composition

The paradigmatic shift from a Web of manual interactions to a Web of programmatic interactions driven by Web services is creating unprecedented opportunities for the formation of online Business-to-Business (B2B) collaborations. In particular, the creation of value-added services by composition of existing ones is gaining a significant momentum. Since many available Web services provide overlapping or identical functionality, albeit with different Quality of Service (QoS), a choice needs to be made to determine which services are to participate in a given composite service. This paper presents a middleware platform which addresses the issue of selecting Web services for the purpose of their composition in a way that maximizes user satisfaction expressed as utility functions over QoS attributes, while satisfying the constraints set by the user and by the structure of the composite service. Two selection approaches are described and compared: one based on local (task-level) selection of services and the other based on global allocation of tasks to services using integer programming

Digital Ecosystems: Ecosystem-Oriented Architectures

We view Digital Ecosystems to be the digital counterparts of biological ecosystems. Here, we are concerned with the creation of these Digital Ecosystems, exploiting the self-organising properties of biological ecosystems to evolve high-level software applications. Therefore, we created the Digital Ecosystem, a novel optimisation technique inspired by biological ecosystems, where the optimisation works at two levels: a first optimisation, migration of agents which are distributed in a decentralised peer-to-peer network, operating continuously in time; this process feeds a second optimisation based on evolutionary computing that operates locally on single peers and is aimed at finding solutions to satisfy locally relevant constraints. The Digital Ecosystem was then measured experimentally through simulations, with measures originating from theoretical ecology, evaluating its likeness to biological ecosystems. This included its responsiveness to requests for applications from the user base, as a measure of the ecological succession (ecosystem maturity). Overall, we have advanced the understanding of Digital Ecosystems, creating Ecosystem-Oriented Architectures where the word ecosystem is more than just a metaphor.Comment: 39 pages, 26 figures, journa

Talking to the Empowered Consumer Dealing with the Shift of Power

The concept of the empowered consumer cannot be considered as a field of exact scientific research yet. Nevertheless, it has become part of scholars’ interest and gains more and more importance in the research of organisational relationships with customers. It is suggested that two influencing criteria are especially at the forefront: The emergence of the Internet, which effected that barriers to collect and to disseminate information across boundaries were decisively reduced. As a consequence consumers could organise globally and collect and exchange information and experiences about organisations and their products. Furthermore, flexible interactivity between companies and consumers, but particularly from consumers to consumers enable direct interaction changing many previously established rules of doing business. Due to these new opportunities new business models developed and the proposition is that intangible values such as reputation gained even more importance and influence tangible outcomes. Suggestions are that 1.), this concept links communication, corporate behaviour and legitimacy of activities influencing reputation as a driver of value. 2.), reputation as a corporate asset can be managed but it is beyond the pure control of an organisation. 3.), reputation is part of public perception, which an organisation has to build, maintain and expand depending on communicative abilities and willingness to accept consumers as a centre of power. The following discussion will present Grunig et al.’s communication model explaining changed organisational challenges. It is put forward as a framework for marketing for times in which online opportunities added to the earlier b2b and b2c models c2c and P2P considerations and architectures. The annual studies of the market research institute puls undertaking regular representative research among German consumers since November 2005 will present evidence for the relationship of improved prices, which may be achieved, and the perception a firm possesses. This paper deals mostly with German examples and data, but the hypothesis is that a) the general situation in other Western countries is alike, but needs b) specific additional research, since cultural differences are expected to have a considerable influence, especially when criteria such as individualist and collectivist organisation of society and high and low context communication styles are involved. Hence, the results of the same study in different countries are therefore expected to present some variation. Additionally, the Cluetrain Manifesto challenges corporate behaviour of those companies still believing to have the ability to control information disseminated by and written about it. Examples provided will support the hypothesis that powerful consumers may have significant impact on organisational behaviour, decision-making and outcomes. Keywords: Empowered Consumer Concept, Symmetric Two-way communication, Reputation, c2c, P2