InfoQ Homepage Performance Content on InfoQ
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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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Uber's CacheFront: Powering 40M Reads per Second with Significantly Reduced Latency
Uber developed an innovative caching solution, CacheFront, for its in-house distributed database, Docstore. CacheFront enables over 40M reads per second from online storage and achieves substantial performance improvements, including a 75% reduction in P75 latency and over 67% reduction in P99.9 latency, demonstrating its effectiveness in enhancing system efficiency and scalability.
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Grab Improves Kafka on Kubernetes Fault Tolerance with Strimzi, AWS AddOns and EBS
Grab updated its Kafka on Kubernetes setup to improve fault tolerance and completely eliminate human intervention in case of unexpected Kafka broker terminations. To address the shortcomings of the initial design, the team integrated with AWS Node Termination Handler (NTH), used the Load Balancer Controller for target group mapping, and switched to ELB volumes for storage.
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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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InfoQ & QCon Events: Level up on Generative AI, Security, Platform Engineering, and More Upcoming
As we navigate through these transformative times, the upcoming InfoQ events stand as a platform to help you stay ahead, learn valuable insights, and find practical solutions to your development challenges in 2024 and beyond. The events are carefully curated for senior software engineers, architects, and team leaders, offering practitioner insights into emerging trends, patterns, and practices.
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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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TikTok Owner Open-Sources Next Gen Kubernetes Federation Tool
ByteDance, the company behind popular global platforms like TikTok, has unveiled KubeAdmiral, its next-generation cluster federation system for Kubernetes, designed to manage multiple clusters with the efficiency and effectiveness comparable to a seasoned navy admiral commanding a fleet. KubeAdmiral scales to run more than 10 million pods across dozens of federated Kubernetes clusters.
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Uber Improves Resiliency of Microservices with Adaptive Load Shedding
Uber created a new load-shedding library for its microservice platform, serving over 130 million customers and handling aggregated peaks of millions of requests per second (RPSs). The company replaced the solution based on QALM with Cinnamon library, which, in addition to graceful degradation, can dynamically and continuously adjust the capacity of the service and the amount of load shedding.
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Public Preview of the Arc Visual Studio Code Extension
Microsoft recently introduced the Arc Visual Studio Code Extension in public review. This extension improves the developer experience for both workloads that are running on the Edge and services that are built to be published on the Azure Marketplace.
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How RevenueCat Manages Caching for Handling over 1.2 Billion Daily API Requests
RevenueCat extensively uses caching to improve the availability and performance of its product API while ensuring consistency. The company shared its techniques to deliver the platform, which can handle over 1.2 billion daily API requests. The team at RevenueCat created an open-source memcache client that provides several advanced features.
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The One Billion Row Challenge Shows That Java Can Process a One Billion Rows File in Two Seconds
On the first day of 2024, Gunnar Morling, Senior Staff Software Engineer at Decodable, launched The One Billion Row Challenge (1BRC) to the Java Community. This ongoing challenge will run until the end of January and aims to find Java code that processes one billion rows in the fastest time. Until now, the podium contained algorithms that finished the processing in under 2.5 seconds.
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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.