InfoQ Homepage Architecture & Design Content on InfoQ
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Data Citizens: Why We All Care about Data Ethics
Data citizens are impacted by the models, methods, and algorithms created by data scientists, but they have limited agency to affect the tools which are acting on them.
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Cats, Qubits, and Teleportation: The Spooky World of Quantum Computation (Part One)
By the time most of us reach adulthood, we know a few basic truths: cats cannot be simultaneously alive and dead; objects at opposite ends of the universe can’t affect each other; and computers operate on 0s and 1s, and that’s the most fundamental unit of information. The premise of quantum computation is that these truths are partially wrong.
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Service Mesh: Promise or Peril?
Service meshes such as Istio, Linkerd, and Cilium are gaining increased visibility as companies adopt microservice architectures. The arguments for a service mesh are compelling: full-stack observability, transparent security, systems resilience, and more. But is a service mesh really the right solution for you? This article examines when a service mesh makes sense and when it might not.
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The C4 Model for Software Architecture
Software architecture diagrams can be a very useful communication tool, but many teams have scaled back on the creation of diagrams, and when diagrams are created, they are often confusing and unclear. The C4 model consists of a hierarchical set of software architecture diagrams for context, containers, components, and code.
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The SOA Journey: from Understanding Business to Agile Architecture
If your monolith is tightly coupled and not cohesive, you could split it in order for a business to be more agile. There are a lot of wrong ways that you can do that. They result in the same tightly coupled and non-cohesive monolith, but which is distributed across a network. This article examines how you can align your technical services and business-capabilities.
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How BuzzFeed Migrated from a Perl Monolith to Go and Python Microservices
Starting in 2016 BuzzFeed began a re-architecture project moving from a single monolithic application written in Perl to a set of microservices. The main reason for the move was that the Perl application was proving hard to scale, essential given that buzzfeed.com alone serves about 7 billion page views/month.
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Can People Trust the Automated Decisions Made by Algorithms?
The use of automated decision making is increasing. These algorithms can produce results that are incomprehensible, or socially undesirable. How can we determine the safety of algorithms in devices if we cannot understand them? Public fears about the inability to foresee adverse consequences has impeded technologies such as nuclear energy and genetically modified crops.
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Democratizing Stream Processing with Apache Kafka and KSQL - Part 1
In this article, author Michael Noll discusses the stream processing with KSQL, the streaming SQL engine for Apache Kafka. Topics covered include challenges of stateful stream processing and how KSQL addresses them, and how KSQL helps to bridge the world of streams and databases through streams and tables.
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Picking an Active-Active Geo Distribution Strategy: Comparing Merge Replication and CRDT
Modern distributed applications are fuelling the growing demand for distributed active-active, multi-master databases. While most popular databases support multi-master deployment, different databases employ different techniques. LWW, MVCC, merge replication and CRDTs deliver eventual consistency, offering read and write access with local latency and remaining available during network partitions.
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Ballerina Tutorial: A Programming Language for Integration
Ballerina is a new programming language and platform whose objective is to make it easy to create resilient services that integrate and orchestrate across distributed endpoints. Ballerina’s design principles focus on baking integration concepts into a language, including a network-aware type system, sequence diagrammatic syntax, concurrency workers, being “DevOps ready”, and environment awareness.
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How to Deal with Open Source Vulnerabilities
Despite the shockwaves following the Equifax hack in September 2017, the industry still has a long way to go in protecting their products. A key area to focus on is the open source components that comprise 60-80% of the code base in modern applications. Learn how to detect vulnerable open source components and keep your products secure.
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Ballerina Microservices Programming Language: Introducing the Latest Release and "Ballerina Central"
The tutorial demonstrates Ballerina, a new programming language and platform whose objective is to make it easy to create resilient services that integrate and orchestrate across distributed endpoints. Ballerina uses compile time abstractions for distributed system primitives that enable the compiler to generate artifacts like API gateways for deployment to Docker and Kubernetes.