InfoQ Homepage Architecture Content on InfoQ
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Grammarly Replaces its in-House Data Lake with Databricks Platform Using Medallion Architecture
Grammarly adopted the medallion architecture while migrating from their in-house data lake, storing Parquet files in AWS S3, to the Delta Lake lakehouse. The company created a new event store for over 6000 event types from 40 internal and external clients and, in the process, improved data quality and reduced the data-delivery time by 94%.
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LinkedIn Adopts Protocol Buffers for Microservices Integration and Reduces Latency by up to 60%
LinkedIn adopted Protocol Buffers for exchanging data between microservices more efficiently across its platform and integrated it with Rest.li, their open-source REST framework. After the company-wide rollout, they reduced the latency by up to 60% and improved resource utilization at the same time.
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Yelp Rebuilds Corrupted Cassandra Cluster Using Its Data Streaming Architecture
Yelp created a solution to sanitize data from the corrupted Apache Cassandra cluster utilizing its data streaming architecture. The team explored many potential options to address the data corruption issue, however, ultimately had to move the data into a new cluster to remove corrupted records in the process.
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eBay Doubles Team Velocity after Reworking Their Most Important Page
eBay consolidated services responsible for serving their View Item page, which has over 250 million daily page loads, to remove code duplication and improve developer productivity. As a result, they doubled the team velocity and can now deploy changes to this page even daily, with a much lower change failure rate.
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QCon New York 2023: Day One Recap
Day One of the 9th annual QCon New York conference was held on June 13th, 2023, at the New York Marriott at the Brooklyn Bridge in Brooklyn, New York. This three-day event, organized by C4Media, included a keynote address by Radia Perlman and presentations from four conference tracks and one sponsored track.
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Embracing Complexity by Asking Questions, Listening, and Building a Shared Understanding
When dealing with an environment that feels complex, people commonly look for ways to reduce variability and increase control for dealing with complexity. An alternative approach is to embrace complexity by acknowledging that it exists, asking questions and listening, and constructing a shared understanding based on different perspectives. This lets us improve how we adapt on an ongoing basis.
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eBay and lastminute.com Adopt Contract Testing to Drive Architecture Evolution
Lastminute.com has adopted contract tests to mitigate difficulties resulting from using system-level integration tests and to improve the feedback cycle and development process while eBay is using contract testing to help safely evolve their internal APIs and support client teams' requirements.
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StackFeed: Cloud Service Updates as a Service
In the fast-paced field of cloud services, staying current with service updates is often challenging. The recently announced StackFeed aims to address this issue, especially for software architects managing multi-cloud architectures. Architects select cloud services they're interested in, and StackFeed generates a customised service update feed consumable using an RSS reader, Slack or Teams.
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Holly Cummins at Devoxx UK: How Would the Business Benefit from Your Greener Java Application?
At her Devoxx UK presentation, Holly Cummins, senior software principal engineer at Redhat, presented approaches that could make Java applications more cost and energy efficient. Moreover, the business would benefit too. Showcasing the work done by her team with quarkus she states that choosing wisely between the JVM or native options in your application can save up to two-times costs and carbon.
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Prime Video Switched from Serverless to EC2 and ECS to Save Costs
Prime Video, Amazon’s video streaming service, has explained how it re-architected the audio/video quality inspection solution to reduce operational costs and address scalability problems. It moved the workload to EC2 and ECS compute services, and achieved a 90% reduction in operational costs as a result.
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Late Architecture with Functional Programming
Many approaches to software architecture assume that the architecture is planned at the beginning. Unfortunately, architecture planned in this way is hard to change later. Functional programming can help achieve loose coupling to the point that advance planning can be kept to a minimum, and architectural decisions can be changed later.
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AWS Updates the Well-Architected Framework
AWS recently released an update to the Well-Architected Framework. The new version strengthens prescriptive guidance with over 100 best practices updated across all six pillars of the framework.
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Rebecca Parsons - Thoughtworks CTO: by 2025 We'll See Evolution in Architecture, But Not Revolution
On the second day of the QCon London conference, Rebecca Parsons, chief technical officer at Thoughtworks, revisited the idea of evolutionary architecture imaging how it might evolve until 2025. Starting from the definition, she visited each of the definitory attributes anticipating how they will evolve in the next period. Concluding that we will see evolution, but not a revolution.
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The Commoditization of Software Stack: How Application-First Cloud Services are Changing the Game
Cloud services are evolving, which influences how developers build distributed applications. At QCon London, Bilgin Ibryam, product manager at Diagrid, discussed the intersection of cloud-native technologies like Dapr with developer-focused cloud services.
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AWS Application Composer to Visualize and Create Serverless Workloads Now Generally Available
AWS Application Composer, a visual builder that enables users to compose and configure serverless applications from AWS services backed by deployment-ready infrastructure as code (IaC), is now generally available (GA).