InfoQ Homepage Architecture & Design Content on InfoQ
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Security Implications of Permission Models in Smart-Home Application Frameworks
This article presents an analysis of a popular smart-home programming framework, SmartThings, which reveals that many smart-home apps are automatically overprivileged, leaving users at risk for remote attacks that can cause physical, financial, and psychological harm.
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Key Abstractions for IoT-Oriented Software Engineering
This article provides an overview of the key general characteristics of complex IoT systems and applications. Based on them, the author identifies the software abstractions that could provide the basis for IoT-oriented software engineering, including stakeholders and users, requirements, avatars, and coalitions.
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A Roadmap to the Programmable World
The emergence of millions of remotely programmable devices in our surroundings will pose significant challenges for software developers. This article proposes a roadmap from today’s cloud-centric, data-centric Internet of Things systems to the Programmable World highlights those challenges that haven’t received enough attention yet.
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Introducing Sock Shop: A Cloud Native Reference Application
This article describes Sock Shop, a fully containerized, microservice architecture, cloud native reference application developed by Weaveworks.
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Philipp Jovanovic on NORX, IoT Security and Blockchain
In this interview, originally published on InfoQ France, Mathieu Bolla talks to Philipp Jovanovic, a Cryptographer at EPFL, about NORX, IoT Security and keeping yourself safe on-line, and Blockchain.
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Machine Learning Techniques for Predictive Maintenance
In this article, the authors explore how we can build a machine learning model to do predictive maintenance of systems. They discuss a sample application using NASA engine failure dataset to predict the Remaining Useful Time (RUL) with regression models.
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Article Series: Reactive JavaScript
Reactive programming techniques are becoming more prevalent in the constantly changing JavaScript landscape. This article series hopes to provide a snapshot of where we're at, sharing multiple techniques; variations on a theme. From new languages like Elm to the way Angular has adopted RxJS, there's something for every developer, no matter what they're working with.
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Predicting Movie Ratings: NLP Tools is What Film Studios Need
In this article, the author discusses how to use Natural Language Processing (NLP) techniques to predict the movie ratings using the data shared on social media platforms. Sentiment analysis of movie reviews can also be used to classify movies into different genres and to improve the movie recommendation systems.
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Taking an Application-Oriented Approach to Cloud Adoption
Taking an infrastructure-centric approach to cloud adoption can lead to unrealized benefits. Architect Amit Kumar outlines eleven principles to consider when introducing cloud services into your architecture.
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Self Contained Systems (SCS): Microservices Done Right
Everybody seems to be building microservices these days. There are many different ways to split a system into microservices, and there appears to be little agreement about what microservices actually are - except for the fact that they can be deployed independently. Self-contained Systems are one approach that has been used by a large number of projects.
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Pascal Desmarets on NoSQL Data Modeling Best Practices
NoSQL databases are specialized to store different types of data like Key Value, Documents, Column Family, Time Series, Graph, and IoT data. Pascal Desmarets talks about how to perform data modeling in NoSQL databases compared to the modeling in Relational databases.
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Virtual Panel: Data Science, ML, DL, AI and the Enterprise Developer
InfoQ caught up with experts in the field to demystify the different topics surrounding AI, and how enterprise developers can leverage them today and thereby render their solutions more intelligently.