InfoQ Homepage application performance management Content on InfoQ
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QCon London: Scaling Microservices Architecture and Technology Organization at Trainline
During the recent QCon London conference, Trainline’s CTO spoke about the evolution of the company’s system architecture and organizational structure over the last five years. The company had to adapt to market changes and growing customer expectations by improving the performance and reliability of its technology platform.
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Java News Roundup: JobRunr 7.0, Introducing the Commonhaus Foundation, Payara Platform, Devnexus
This week's Java roundup for April 8th, 2024, features news highlighting: JobRunr 7.0; introducing the Commonhaus Foundation; the April 2024 edition of Payara Platform; JEP 473, Stream Gatherers (Second Preview), and JEP 469, Vector API (Eighth Incubator), Proposed to Target for JDK 23; and Devnexus 2024.
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QCon London: Lessons Learned from Building LinkedIn’s AI/ML Data Platform
At the QCon London 2024 conference, Félix GV from LinkedIn discussed the AI/ML platform powering the company’s products. He specifically delved into Venice DB, the NoSQL data store used for feature persistence. The presenter shared the lessons learned from evolving and operating the platform, including cluster management and library versioning.
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Microsoft Azure Introduces Retina: a Cloud Native Container Networking Observability Platform
The Microsoft Azure Container Networking team recently announced an open-source project named Retina. This cloud-native container networking observability platform allows DevOps engineers and administrators to visualize, debug, and analyze workload traffic across diverse environments.
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Expedia Speeds up Flights Search with Micro Frontends and GraphQL Optimizations
Expedia made flight search faster by up to 52% (page usable time) by applying a range of optimizations to web and mobile applications. To support these improvements, the company improved the observability of its applications. Expedia Flights web application has been migrated to Micro Frontend Architecture (MFA) to allow flexibility, reusability, and better optimization.
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Java News Roundup: New JEP Drafts, Infinispan 15, Payara Platform, Alpaquita Containers with CRaC
This week's Java roundup for March 11th, 2024, features news highlighting: new JEP drafts, Stream Gatherers (Second Preview) and Hot Code Heap; Infinispan 15; the March 2024 edition of Payara Platform; Alpaquita Containers with CRaC; the first release candidate of JobRunr 7.0; and milestone and point releases for Spring projects, Quarkus, Helidon and Micronaut.
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Uber Builds Scalable Chat Using Microservices with GraphQL Subscriptions and Kafka
Uber replaced a legacy architecture built using the WAMP protocol with a new solution that takes advantage of GraphQL subscriptions. The main drivers for creating a new architecture were challenges around reliability, scalability, observability/debugibility, as well as technical debt impeding the team’s ability to maintain the existing solution.
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Slack Conquers Deployment Fears with Z-score Monitoring
An engineer at team communication platform Slack has written about confronting their fear of deployments and successfully implementing a bot to monitor them instead. Describing a seemingly scary delegation of responsibility, Sean McIlroy explains the reasoning and logic behind giving a pivotal role to their ReleaseBot in a detailed blog post.
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CNCF Survey: Half of Organizations Spend More with Kubernetes, Mostly Due to Overprovisioning
CNCF published the results of its latest microsurvey report on cloud-native FinOps and cloud financial management (CFM). Kubernetes has driven cloud spending up for 49% of respondents, while 28% stated their costs remain unchanged and 24% saved after migrating to Kubernetes. Respondents listed overprovisioning, lack of awareness and responsibility, and sprawl as the main factors for overspending.
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AI and FinOps Predicted to Lead Observability Innovation in 2024
In recently published articles, three large observability companies have made predictions for the trends we will see in the observability area in 2024 and beyond. These contributions suggest that the fields of AI Integration, FinOps, OpenTelemetry and Security and Governance will impact observability significantly in the year ahead.
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Java News Roundup: New JEP Candidates, Milestone Releases for Spring Projects and Micrometer
This week's Java roundup for February 12th, 2024, features news highlighting: new JEP candidates, JEP 465 and JEP 466, milestone and point releases of Spring Framework, Spring Data, Micrometer and Project Reactor, Hibernate Search 7.1.0-RC1 and Infinispan 15.0.0.Dev01.
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Grafana v10.3: Visualizations, Alerting, Management and Log Analysis Improvements
Grafana 10.3 introduces a range of enhancements spanning visualization, instance management, alerting, and log analysis. These upgrades include improved tooltips and zoom functionality for data navigation, alongside features for tracking metric changes and visualizing system health. Additionally, improvements in alerting and log analysis are also available.
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Enhancing Observability: Amazon CloudWatch Logs Introduces Account-Level Subscription Filter
The recent update to Amazon CloudWatch Logs introduces support for account-level subscription filtering. With this enhancement, developers can now access a real-time feed of CloudWatch Logs from all logs groups and have it delivered to a single destination for further processing.
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Azure Monitor Metrics Data Plane API for Enhanced Resource Insight Gathering
Microsoft recently announced the general availability (GA) of Azure Monitor Metrics Data Plane API, which makes resource insight gathering more efficient by providing developers with the capability to retrieve the metric data for up to 50 resource IDs in the same subscription and region in a single batch API call, thus improving query throughput and reducing the risk of throttling.
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Discord Scales to 1 Million+ Online MidJourney Users in a Single Server
Discord optimized its platform to serve over one million online users in a single server while maintaining a responsive user experience. The company evolved the guild component, which is responsible for fanning out billions of message notifications, in a series of performance and scalability improvements supported by system observability and performance tuning.