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AWS S3 Programming Tutorials & Engineering Articles

54 AWS S3 tutorials, guides, and engineering insights from Pinterest, Netflix, ClickHouse, and more

AWS S3 Articles & Tutorials

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Fly.io logo
Fly.io
Intermediate
Thomas Ptacek argues that every developer should build an LLM agent to truly understand the technology, demonstrating through progressive Python code examples that a functional agent with tool use ...
Thomas Ptacek
12 min read
Includes Code
Has Summary
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ClickHouse logo
ClickHouse
Beginner
The article discusses the potential of lakehouses using open table formats like Apache Iceberg and Delta Lake for observability, highlighting their advantages in scalability, cost-effectiveness, an...
Melvyn Peignon & Dale McDiarmid
24 min read
Includes Code
Has Summary
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ClickHouse logo
ClickHouse
Intermediate
ClickHouse Release 25. 9 introduces significant enhancements, including 25 new features, 22 performance optimizations, and 83 bug fixes.
The ClickHouse Team
11 min read
Includes Code
Has Summary
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NVIDIA logo
NVIDIA
Advanced
The article discusses the challenges of cold start latency in deploying large language models (LLMs) and introduces the NVIDIA Run:ai Model Streamer, an open-source Python SDK designed to optimize ...
Omer Dayan
12 min read
Has Summary
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ClickHouse logo
ClickHouse
Intermediate
ClickHouse version 25. 8 introduces 45 new features, 47 performance optimizations, and 119 bug fixes, enhancing its capabilities as a high-performance analytical database.
ClickHouse Team
15 min read
Includes Code
Has Summary
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Slack logo
Slack
Advanced
The article discusses how Slack's DevXP team optimized their end-to-end (E2E) testing pipeline, significantly reducing build times and eliminating unnecessary frontend builds.
ClickHouse logo
ClickHouse
Intermediate
The article discusses how Dash0 transitioned to using ClickHouse as a core database technology for their observability platform, leveraging its efficiency and scalability to handle OpenTelemetry da...
Miel Donkers
20 min read
Includes Code
Has Summary
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Palantir logo
Palantir
Advanced
The article discusses how the Palantir Platform facilitates AI systems governance, particularly in light of emerging regulations like the EU AI Act.
Pinterest logo
Pinterest
Intermediate
The article discusses the integration of Ray infrastructure at Pinterest, detailing the journey, challenges, and solutions implemented to optimize machine learning workflows.
ClickHouse logo
ClickHouse
Intermediate
The article introduces adsb. exposed, an interactive tool for visualizing and analyzing ADS-B flight data using ClickHouse.
Alexey Milovidov
14 min read
Includes Code
Has Summary
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Uber logo
Uber
Advanced
This article details Uber's migration of over a trillion entries of ledger data from DynamoDB to LedgerStore, focusing on the challenges, strategies, and outcomes of the process.
Raghav Gautam, Erik Seaberg, Abhishek Kanhar
12 min read
Has Summary
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Cloudflare logo
Cloudflare
Intermediate
Cloudflare R2 has introduced three new features: Event Notifications, Super Slurper for Google Cloud Storage migrations, and an Infrequent Access storage tier.
Matt DeBoard
5 min read
Includes Code
Has Summary
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Fly.io logo
Fly.io
Advanced
The article discusses Tigris, a globally distributed object storage solution that enhances file handling for modern applications, addressing the limitations of traditional storage methods like AWS ...
Xe Iaso
8 min read
Includes Code
Has Summary
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ClickHouse logo
ClickHouse
Beginner
This article explores the use of Apache Iceberg and ClickHouse to analyze global internet speeds using the Ookla dataset.
Dale McDiarmid
28 min read
Includes Code
Has Summary
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Uber logo
Uber
Intermediate
DataCentral is Uber's proprietary platform designed for Big Data observability, chargeback, and governance.
Arnav Balyan, Atul Mantri, Krishna Karri, Amruth Sampath
10 min read
Has Summary
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Pinterest logo
Pinterest
Intermediate
The article discusses the challenges of online-offline discrepancies in Pinterest's ads ranking system, emphasizing the importance of aligning offline model performance with online business metrics.
Pinterest Engineering
16 min read
Has Summary
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Pinterest logo
Pinterest
Intermediate
This article discusses the development of Pinterest's new wide column database, Rockstorewidecolumn, built on RocksDB.
Pinterest Engineering
12 min read
Has Summary
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Cloudflare logo
Cloudflare
Advanced
The article discusses how Prisma successfully reduced its engine distribution costs by 98% by migrating from AWS S3 and CloudFront to Cloudflare R2.
Pierre-Antoine Mills (Guest Author)
9 min read
Has Summary
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Uber logo
Uber
Intermediate
The article discusses the evolution of Data Lifecycle Management (DLM) at Uber, detailing the journey from initial implementations to the development of a unified system.
Sumanth Srinivasa Krishnaswamy, Matt Mathew, Sonali Goyal
13 min read
Has Summary
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ClickHouse logo
ClickHouse
Beginner
The article details the construction of ClickHouse's Internal Data Warehouse (DWH), emphasizing its architecture, data sources, and operational strategies.
Dmitry Pavlov
18 min read
Includes Code
Has Summary
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ClickHouse logo
ClickHouse
Intermediate
This article discusses how to analyze AWS VPC Flow Logs using ClickHouse, an open-source column-oriented DBMS.
Marcel Birkner
14 min read
Includes Code
Has Summary
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Fly.io logo
Fly.io
Intermediate
This article covers the latest updates from Fly.
Brad Gessler
2 min read
Has Summary
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Slack logo
Slack
Intermediate
The article discusses how Slack utilizes Terraform for managing its infrastructure across multiple cloud providers, including AWS, DigitalOcean, NS1, and GCP.
Archie Gunasekara
17 min read
Includes Code
Has Summary
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ClickHouse logo
ClickHouse
Beginner
The ClickHouse 22.
Alexey Milovidov
10 min read
Includes Code
Has Summary
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Cloudflare logo
Cloudflare
Beginner
The article announces the Cloudflare Images Sourcing Kit, which enables users to define multiple sources for bulk image imports into Cloudflare Images.
Paulo Costa
5 min read
Includes Code
Has Summary
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Netflix logo
Netflix
Advanced
The article discusses Netflix's auto-diagnosis and remediation system, Pensive, which addresses failures in their complex data platform.
Netflix Technology Blog
7 min read
Has Summary
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Pinterest logo
Pinterest
Intermediate
MemQ is a new, efficient, and scalable cloud-native PubSub system developed by Pinterest, designed to handle Near Real-Time data transportation while being up to 90% more cost-effective than Apache...
Pinterest Engineering
12 min read
Has Summary
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Airbnb logo
Airbnb
Intermediate
This article discusses the architecture and functionality of Airbnb's data classification systems, Inspekt and Angmar, which automate the detection of personal and sensitive data and secrets in the...
Pinterest logo
Pinterest
Intermediate
The article discusses how Pinterest utilizes Apache Spark SQL for interactive querying, detailing the architecture, challenges faced, and solutions implemented to enhance user experience.
Pinterest logo
Pinterest
Advanced
The article discusses the implementation of a near-real-time image similarity detection system at Pinterest using Apache Flink.
Pinterest Engineering
8 min read
Has Summary
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NVIDIA logo
NVIDIA
Advanced
This article serves as an introductory guide to the RAPIDS ecosystem, focusing on GPU-accelerated DataFrames in Python through cuDF.
Netflix logo
Netflix
Advanced
This article discusses the optimization of data warehouse storage at Netflix, focusing on the AutoOptimize system designed to enhance performance and reduce costs.
Netflix Technology Blog
12 min read
Has Summary
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Airbnb logo
Airbnb
Advanced
The article discusses Vulnture, a tool developed by Airbnb's InfoSec team to streamline the detection and remediation of security vulnerabilities.
Mark Vlcek
7 min read
Has Summary
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Netflix logo
Netflix
Intermediate
The article discusses Bulldozer, a self-serve data platform developed by Netflix for efficiently moving batch data from data warehouse tables to online key-value stores.
Netflix Technology Blog
9 min read
Has Summary
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NVIDIA logo
NVIDIA
Intermediate
NVIDIA has released updates to its CUDA-X AI libraries, enhancing tools for AI model deployment, performance optimization, and deep learning applications.
Spotify logo
Spotify
Intermediate
Spotify has streamlined its content delivery network (CDN) services using Fastly's edge cloud platform to enhance the streaming experience for over 230 million users.
Spotify Engineering
7 min read
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Slack logo
Slack
Intermediate
This article details Slack's experience upgrading Apache Airflow from version 1. 8 to 1.
Ashwin Shankar
11 min read
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Pinterest logo
Pinterest
Intermediate
The article discusses Pinterest's implementation of Presto, an open-source distributed SQL query engine, detailing the challenges faced and solutions developed to manage large-scale data analysis.
Pinterest Engineering
15 min read
Has Summary
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Netflix logo
Netflix
Intermediate
The article discusses Netflix's journey in building and scaling a comprehensive data lineage system to enhance data infrastructure reliability and efficiency.
Netflix Technology Blog
9 min read
Has Summary
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Netflix logo
Netflix
Advanced
The article discusses the implementation of the Netflix Media Database (NMDB), focusing on its architecture, system requirements, and key components that enable scalability, reliability, and effici...
Netflix Technology Blog
24 min read
Has Summary
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Uber logo
Uber
Advanced
Uber's Big Data platform has evolved significantly, managing over 100 petabytes of data with minimal latency.
Pinterest logo
Pinterest
Beginner
The article discusses Pinterest's implementation of geo-blocking APIs to manage media content visibility based on user location.
Pinterest Engineering
3 min read
Has Summary
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LinkedIn logo
LinkedIn
Advanced
The article discusses Gobblin's transition into the Apache Incubation phase, highlighting its evolution as a distributed data integration framework since its inception in 2014.
Abhishek Tiwari
6 min read
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Airbnb logo
Airbnb
Intermediate
BinaryAlert is an open-source, serverless framework developed by Airbnb for real-time malware detection using YARA rules.
Austin Byers
5 min read
Has Summary
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Netflix logo
Netflix
Intermediate
The article introduces Bolt, a diagnostic and remediation platform designed for AWS EC2 instances, which automates common tasks and integrates with Netflix's existing orchestration service, Winston.
Netflix Technology Blog
12 min read
Has Summary
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Airbnb logo
Airbnb
Advanced
StreamAlert is an open-source real-time data analysis framework designed for automated alerting and security.
Pinterest logo
Pinterest
Beginner
Pinterest has open-sourced Pinrepo, an artifact repository designed to efficiently store and serve build artifacts while addressing scalability and reliability challenges.
Pinterest Engineering
5 min read
Has Summary
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Netflix logo
Netflix
Intermediate
The article discusses Netflix's implementation of Presto within their Big Data Platform on AWS, detailing its architecture, performance, and integration with S3.
Netflix Technology Blog
11 min read
Has Summary
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Pinterest logo
Pinterest
Intermediate
The article discusses the revamped analytics tool developed by Pinterest to enhance business insights into audience engagement and content performance.
Pinterest Engineering
7 min read
Has Summary
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