- Microservices and Orchestration
- Domain-Oriented Microservice Architecture at Uber
- Container (8 parts) at Riot Games
- Containerization at Pinterest
- Evolution of Container Usage at Netflix
- Dockerizing MySQL at Uber
- Testing of Microservices at Spotify
- Docker in Production at Treehouse
- Microservice at SoundCloud
- Operate Kubernetes Reliably at Stripe
- Kubernetes Traffic Routing (2 parts) at Rakuten
- Agrarian-Scale Kubernetes (3 parts) at New York Times
- Nanoservices at BBC
- PowerfulSeal: Testing Tool for Kubernetes Clusters at Bloomberg
- Conductor: Microservices Orchestrator at Netflix
- Docker Containers that Power Over 100.000 Online Shops at Shopify
- Microservice Architecture at Medium
- From bare-metal to Kubernetes at Betabrand
- Kubernetes at Tinder
- Kubernetes at Quora
- Kubernetes Platform at Pinterest
- Microservices at Nubank
- GRIT: Protocol for Distributed Transactions across Microservices at eBay
- Rubix: Kubernetes at Palantir
- Distributed Caching
- EVCache: Distributed In-memory Caching at Netflix
- EVCache Cache Warmer Infrastructure at Netflix
- Memsniff: Robust Memcache Traffic Analyzer at Box
- Caching with Consistent Hashing and Cache Smearing at Etsy
- Analysis of Photo Caching at Facebook
- Cache Efficiency Exercise at Facebook
- tCache: Scalable Data-aware Java Caching at Trivago
- Pycache: In-process Caching at Quora
- Reduce Memcached Memory Usage by 50% at Trivago
- Caching Internal Service Calls at Yelp
- Estimating the Cache Efficiency using Big Data at Allegro
- Distributed Cache at Zalando
- Application Data Caching from RAM to SSD at NetFlix
- Tradeoffs of Replicated Cache at Skyscanner
- Avoiding Cache Stampede at DoorDash
- Location Caching with Quadtrees at Yext
- Video Metadata Caching at Vimeo
- Scaling Redis at Twitter
- Scaling Job Queue with Redis at Slack
- Moving persistent data out of Redis at Github
- Storing Hundreds of Millions of Simple Key-Value Pairs in Redis at Instagram
- Redis at Trivago
- Optimizing Redis Storage at Deliveroo
- Memory Optimization in Redis at Wattpad
- Redis Fleet at Heroku
- Solving Remote Build Cache Misses (2 parts) at SoundCloud
- Prefetch Caching of Items at eBay
- HTTP Caching and CDN
- Zynga Geo Proxy: Reducing Mobile Game Latency at Zynga
- Google AMP at Condé Nast
- A/B Tests on Hosting Infrastructure (CDNs) at Deliveroo
- HAProxy with Kubernetes for User-facing Traffic at SoundCloud
- Bandaid: Service Proxy at Dropbox
- CDN in LIVE’s Encoder Layer at LINE
- Service Workers at Slack
- CDN Services at Spotify
- Distributed Locking
- Distributed Tracking, Tracing, and Measuring
- Zipkin: Distributed Systems Tracing at Twitter
- Improve Zipkin Traces using Kubernetes Pod Metadata at SoundCloud
- Canopy: Scalable Distributed Tracing & Analysis at Facebook
- Pintrace: Distributed Tracing at Pinterest
- Real-time Distributed Tracing at LinkedIn
- Tracking Service Infrastructure at Scale at Shopify
- Distributed Tracing at HelloFresh
- Analyzing Distributed Trace Data at Pinterest
- Distributed Tracing at Uber
- JVM Profiler: Tracing Distributed JVM Applications at Uber
- Data Checking at Dropbox
- Tracing Distributed Systems at Showmax
- osquery Across the Enterprise at Palantir
- StatsD at Etsy
- StatsD at DoorDash
- Distributed Scheduling
- Distributed Task Scheduling (3 parts) at PagerDuty
- Building Cron at Google
- Distributed Cron Architecture at Quora
- Chronos: A Replacement for Cron at Airbnb
- Scheduler at Nextdoor
- Peloton: Unified Resource Scheduler for Diverse Cluster Workloads at Uber
- Fenzo: OSS Scheduler for Apache Mesos Frameworks at Netflix
- Airflow – Workflow Orchestration
- Distributed Monitoring and Alerting
- Unicorn: Remediation System at eBay
- M3: Metrics and Monitoring Platform at Uber
- Athena: Automated Build Health Management System at Dropbox
- Vortex: Monitoring Server Applications at Dropbox
- Nuage: Cloud Management Service at LinkedIn
- ThirdEye: Monitoring Platform at LinkedIn
- Periskop: Exception Monitoring Service at SoundCloud
- Securitybot: Distributed Alerting Bot at Dropbox
- Monitoring System at Alibaba
- Real User Monitoring at Dailymotion
- Alerting Ecosystem at Uber
- Alerting Framework at Airbnb
- Alerting on Service-Level Objectives (SLOs) at SoundCloud
- Job-based Forecasting Workflow for Observability Anomaly Detection at Uber
- Monitoring and Alert System using Graphite and Cabot at HackerEarth
- Observability (2 parts) at Twitter
- Distributed Security Alerting at Slack
- Real-Time News Alerting at Bloomberg
- Data Pipeline Monitoring System at LinkedIn
- Distributed Security
- Approach to Security at Scale at Dropbox
- Aardvark and Repokid: AWS Least Privilege for Distributed, High-Velocity Development at Netflix
- LISA: Distributed Firewall at LinkedIn
- Secure Infrastructure To Store Bitcoin In The Cloud at Coinbase
- BinaryAlert: Real-time Serverless Malware Detection at Airbnb
- Scalable IAM Architecture to Secure Access to 100 AWS Accounts at Segment
- OAuth Audit Toolbox at Indeed
- Active Directory Password Blacklisting at Yelp
- Syscall Auditing at Scale at Slack
- Athenz: Fine-Grained, Role-Based Access Control at Yahoo
- WebAuthn Support for Secure Sign In at Dropbox
- Security Development Lifecycle at Slack
- Unprivileged Container Builds at Kinvolk
- Diffy: Differencing Engine for Digital Forensics in the Cloud at Netflix
- Detecting Credential Compromise in AWS at Netflix
- Scalable User Privacy at Spotify
- AVA: Audit Web Applications at Indeed
- TTL as a Service: Automatic Revocation of Stale Privileges at Yelp
- Enterprise Key Management at Slack
- Scalability and Authentication at Twitch
- Distributed Messaging, Queuing, and Event Streaming
- Cape: Event Stream Processing Framework at Dropbox
- Brooklin: Distributed Service for Near Real-Time Data Streaming at LinkedIn
- Samza: Stream Processing System for Latency Insighs at LinkedIn
- Bullet: Forward-Looking Query Engine for Streaming Data at Yahoo
- EventHorizon: Tool for Watching Events Streaming at Etsy
- Qmessage: Distributed, Asynchronous Task Queue at Quora
- Cherami: Message Queue System for Transporting Async Tasks at Uber
- Dynein: Distributed Delayed Job Queueing System at Airbnb
- Messaging Service at Riot Games
- Debugging Production with Event Logging at Zillow
- Cross-platform In-app Messaging Orchestration Service at Netflix
- Video Gatekeeper at Netflix
- Scaling Push Messaging for Millions of Devices at Netflix
- Delaying Asynchronous Message Processing with RabbitMQ at Indeed
- Benchmarking Streaming Computation Engines at Yahoo
- Improving Stream Data Quality With Protobuf Schema Validation at Deliveroo
- Event Stream Database at Nike
- Event-Driven Messaging
- Pub-Sub Messaging
- Kafka – Message Broker
- Kafka at LinkedIn
- Kafka at Pinterest
- Kafka at Trello
- Kafka at Salesforce
- Kafka at Rakuten
- Kafka at The New York Times
- Kafka at Yelp
- Kafka at Criteo
- Kafka on Kubernetes at Shopify
- Migrating Kafka’s Zookeeper with No Downtime at Yelp
- Reprocessing and Dead Letter Queues with Kafka at Uber
- Chaperone: Audit Kafka End-to-End at Uber
- Finding Kafka throughput limit in infrastructure at Dropbox
- Cost Orchestration at Walmart
- InfluxDB and Kafka to Scale to Over 1 Million Metrics a Second at Hulu
- Stream Data Deduplication
- Distributed Logging
- Logging at LinkedIn
- Scalable and Reliable Log Ingestion at Pinterest
- High-performance Replicated Log Service at Twitter
- Logging Service with Spark at CERN Accelerator
- Logging and Aggregation at Quora
- Collection and Analysis of Daemon Logs at Badoo
- Log Parsing with Static Code Analysis at Palantir
- Centralized Application Logging at eBay
- Enrich VPC Flow Logs at Hyper Scale to provide Network Insight at Netflix
- BookKeeper: Distributed Log Storage at Yahoo
- LogDevice: Distributed Data Store for Logs at Facebook
- LogFeeder: Log Collection System at Yelp
- DBLog: Generic Change-Data-Capture Framework at Netflix
- Distributed Searching
- Search Architecture at Instagram
- Search Architecture at eBay
- Search Architecture at Box
- Universal Search System at Pinterest
- Improving Search Engine Efficiency by over 25% at eBay
- Indexing and Querying Telemetry Logs with Lucene at Palantir
- Query Understanding at TripAdvisor
- Search Federation Architecture at LinkedIn (2018)
- Search at Slack
- Search and Recommendations at DoorDash
- Search Service at Twitter (2014)
- Autocomplete Search (2 parts) at Traveloka
- Data-Driven Autocorrection System at Canva
- Nautilus: Search Engine at Dropbox
- Galene: Search Architecture of LinkedIn
- Manas: High Performing Customized Search System at Pinterest
- Sherlock: Near Real Time Search Indexing at Flipkart
- Nebula: Storage Platform to Build Search Backends at Airbnb
- ELK (Elasticsearch, Logstash, Kibana) Stack
- Predictions in Real Time with ELK at Uber
- Building a scalable ELK stack at Envato
- ELK at Robinhood
- Scaling Elasticsearch Clusters at Uber
- Elasticsearch Performance Tuning Practice at eBay
- Improve Performance using Elasticsearch Plugins (2 parts) at Tinder
- Elasticsearch at Kickstarter
- Elasticsearch at Target
- Log Parsing with Logstash and Google Protocol Buffers at Trivago
- Fast Order Search using Data Pipeline and Elasticsearch at Yelp
- Moving Core Business Search to Elasticsearch at Yelp
- Sharding out Elasticsearch at Vinted
- Self-Ranking Search with Elasticsearch at Wattpad
- Vulcanizer: a library for operating Elasticsearch at Github
- Distributed Storage
- In-memory Storage
- MemSQL Architecture – The Fast (MVCC, InMem, LockFree, CodeGen) And Familiar (SQL)
- Optimizing Memcached Efficiency at Quora
- Real-Time Data Warehouse with MemSQL on Cisco UCS
- Moving to MemSQL at Tapjoy
- MemSQL and Kinesis for Real-time Insights at Disney
- MemSQL to Query Hundreds of Billions of Rows in a Dashboard at Pandora
- Object Storage
- Scaling HDFS at Uber
- Reasons for Choosing S3 over HDFS at Databricks
- File System on Amazon S3 at Quantcast
- Image Recovery at Scale Using S3 Versioning at Trivago
- Cloud Object Store at Yahoo
- Ambry: Distributed Immutable Object Store at LinkedIn
- Dynamometer: Scale Testing HDFS on Minimal Hardware with Maximum Fidelity at LinkedIn
- Hammerspace: Persistent, Concurrent, Off-heap Storage at Airbnb
- MezzFS: Mounting Object Storage in Media Processing Platform at Netflix
- Magic Pocket: In-house Multi-exabyte Storage System at Dropbox
- In-memory Storage
- Relational Databases
- MySQL for Schema-less Data at FriendFeed
- MySQL at Pinterest
- PostgreSQL at Twitch
- Scaling MySQL-based Financial Reporting System at Airbnb
- Scaling MySQL at Wix
- MaxScale (MySQL) Database Proxy at Airbnb
- Switching from Postgres to MySQL at Uber
- Handling Growth with Postgres at Instagram
- Scaling the Analytics Database (Postgres) at TransferWise
- Updating a 50 Terabyte PostgreSQL Database at Adyen
- Scaling Database Access for 100s of Billions of Queries per Day at PayPal
- Replication
- MySQL Parallel Replication (4 parts) at Booking.com
- Mitigating MySQL Replication Lag and Reducing Read Load at Github
- Black-Box Auditing: Verifying End-to-End Replication Integrity between MySQL and Redshift at Yelp
- Monitoring MySQL Delayed Replication at IMVU
- Partitioning Main MySQL Database at Airbnb
- Herb: Multi-DC Replication Engine for Schemaless Datastore at Uber
- Sharding
- Sharding MySQL at Pinterest
- Sharding MySQL at Twilio
- Sharding MySQL at Square
- Sharding MySQL at Quora
- Sharding Layer of Schemaless Datastore at Uber
- Sharding & IDs at Instagram
- Solr: Improving Performance for Batch Indexing at Box
- Geosharded Recommendations (3 parts) at Tinder
- Scaling Services with Shard Manager at Facebook
- Presto the Distributed SQL Query Engine
- NoSQL Databases
- Key-Value Databases
- DynamoDB at Nike
- DynamoDB at Segment
- DynamoDB at Mapbox
- Manhattan: Distributed Key-Value Database at Twitter
- Sherpa: Distributed NoSQL Key-Value Store at Yahoo
- HaloDB: Embedded Key-Value Storage Engine at Yahoo
- MPH: Fast and Compact Immutable Key-Value Stores at Indeed
- zBase: High Performance, Elastic, Distributed Key-Value Store at Zynga
- Venice: Distributed Key-Value Database at Linkedin
- Columnar Databases
- Cassandra
- Cassandra at Instagram
- Storing Images in Cassandra at Walmart
- Storing Messages with Cassandra at Discord
- Scaling Cassandra Cluster at Walmart
- Scaling Ad Analytics with Cassandra at Yelp
- Scaling to 100+ Million Reads/Writes using Spark and Cassandra at Dream11
- Moving Food Feed from Redis to Cassandra at Zomato
- Benchmarking Cassandra Scalability on AWS at Netflix
- Service Decomposition at Scale with Cassandra at Intuit QuickBooks
- Cassandra for Keeping Counts In Sync at SoundCloud
- cstar: Cassandra Orchestration Tool at Spotify
- HBase
- Redshift
- Cassandra
- Document Databases
- eBay: Building Mission-Critical Multi-Data Center Applications with MongoDB
- MongoDB at Baidu: Multi-Tenant Cluster Storing 200+ Billion Documents across 160 Shards
- Migrating Mongo Data at Addepar
- The AWS and MongoDB Infrastructure of Parse (acquired by Facebook)
- Migrating Mountains of Mongo Data at Addepar
- Couchbase Ecosystem at LinkedIn
- SimpleDB at Zendesk
- Espresso: Distributed Document Store at LinkedIn
- Graph Databases
- Key-Value Databases
- Time Series Databases
- Beringei: High-performance Time Series Storage Engine at Facebook
- MetricsDB: TimeSeries Database for storing metrics at Twitter
- Atlas: In-memory Dimensional Time Series Database at Netflix
- Heroic: Time Series Database at Spotify
- Roshi: Distributed Storage System for Time-Series Event at SoundCloud
- Goku: Time Series Database at Pinterest
- Scaling Time Series Data Storage (2 parts) at Netflix
- Druid – Real-time Analytics Database
- Distributed Repositories, Dependencies, and Configurations Management
- DGit: Distributed Git at Github
- Stemma: Distributed Git Server at Palantir
- Configuration Management for Distributed Systems at Flickr
- Git Repository at Microsoft
- Solve Git Problem with Large Repositories at Microsoft
- Single Repository at Google
- Scaling Infrastructure and (Git) Workflow at Adyen
- Dotfiles Distribution at Booking.com
- Secret Detector: Preventing Secrets in Source Code at Yelp
- Managing Software Dependency at Scale at LinkedIn
- Merging Code in High-velocity Repositories at LinkedIn
- Dynamic Configuration at Twitter
- Dynamic Configuration at Mixpanel
- Dynamic Configuration at GoDaddy
- Scaling Continuous Integration and Continuous Delivery
- Continuous Integration Stack at Facebook
- Continuous Integration with Distributed Repositories and Dependencies at Netflix
- Continuous Integration and Deployment with Bazel at Dropbox
- Continuous Deployments at BuzzFeed
- Screwdriver: Continuous Delivery Build System for Dynamic Infrastructure at Yahoo
- CI/CD at Betterment
- CI/CD at Brainly
- Scaling iOS CI with Anka at Shopify
- Scaling Jira Server at Yelp
- Auto-scaling CI/CD cluster at Flexport
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