Mandatory MFA is coming to Google Cloud. Here's what you need to know (3 minute read)
Google Cloud will implement mandatory multi-factor authentication (MFA) for all users by the end of 2025 to enhance security against phishing and credential theft, with a phased rollout beginning in November 2024. MFA will be required for password logins in early 2025. This will be later extended to federated logins. Google has provided resources and guidance to assist users in a smooth transition.
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What Karpenter v1.0.0 means for Kubernetes autoscaling (10 minute read)
Karpenter is an open-source project by AWS that optimizes node lifecycle management for Kubernetes clusters, offering enhanced efficiency, cost-effectiveness, and integration across multiple cloud providers. It has gained widespread popularity within the Kubernetes community. The latest version (1.0) ensures stability.
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Right-sizing Spark executor memory (10 minute read)
The Spark right-sizing project is revolutionizing data processing at LinkedIn by automatically optimizing executor memory configurations, significantly improving efficiency and reducing execution failures, thereby enhancing user productivity and the overall data-driven experience.
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Loading data into Redshift with DBT (4 minute read)
Leveraging AWS Redshift Spectrum and DBT has transformed Yelp's data loading process by reducing runtime, improving data quality, and enhancing developer productivity. It has resulted in significant performance gains across multiple datasets.
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TrailScraper (GitHub Repo)
TrailScraper is a command-line tool designed to extract valuable information from AWS CloudTrail. It serves as a versatile toolbox for managing IAM policies.
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Cloud Custodian (GitHub Repo)
Cloud Custodian is a flexible rules engine that enables users to manage public cloud accounts and resources by defining policies for securing and optimizing cloud infrastructure across AWS, Azure, and GCP environments.
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How WebSockets cost us $1M on our AWS bill (7 minute read)
Recall.ai saved over $1 million annually by switching from WebSockets to Shared Memory for data transport in its meeting bots. WebSockets caused high CPU load due to memory copying, so it built a custom ring buffer in Shared Memory, eliminating data copying, reducing latency, and cutting CPU usage by 50%.
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Thanks for reading,
Kunal Desai & Martin Hauskrecht
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