Tag: #nosql
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 8 posts
NoSQL and Heterogeneous Data Migration — Between RDB, MongoDB, and Many Stores
Relational and document stores differ in the data model itself. This article lays out, from a practitioner view, what must be redesigned when moving from RDB to document and back, how to migrate with zero downtime using
2026-06-16 · 16 min read #database#migration#nosql#mongodb#cdcThe Complete Guide to Database Fundamentals — SQL, Normalization, Indexes, Transactions, NoSQL
Everything about databases from SQL basics to normalization, index internals (B-Tree), transactions (ACID), NoSQL selection criteria, and query optimization.
2026-04-12 · 17 min read #database#sql#nosql#postgresql#mongodbDatabase Complete Comparison 2025: PostgreSQL vs MySQL vs MongoDB vs Redis — Selection Guide
Everything about database selection in 2025! PostgreSQL (JSONB+pgvector), MySQL (HeatWave ML), MongoDB (Atlas Vector Search), Redis (Stack/Search) — architecture, performance benchmarks, cost comparison, use-case selecti
2026-03-23 · 29 min read #database#postgresql#mysql#mongodb#redisMongoDB Sharding and Replica Set Operations Guide: From Cluster Design to Troubleshooting
A deep dive into MongoDB distributed architecture essentials: Sharding and Replica Set operations. Covers shard key selection strategies, Replica Set failover, chunk migration, balancer management, backup/recovery, and m
2026-03-13 · 12 min read #database#mongodb#sharding#replica-set#clusterCassandra Distributed Wide-Column Database Operations Guide
A comprehensive operations guide for Apache Cassandra distributed wide-column database, covering data modeling, cluster management, and performance tuning.
2026-03-09 · 28 min read #database#cassandra#distributed-database#wide-column#nosqlHBase Practical Guide: From Large-Scale NoSQL Data Store Design to Operations
A comprehensive guide covering everything you need for real-world HBase operations, from understanding the data model and architecture to table design, RowKey strategies, read/write performance optimization, Region manag
2026-03-08 · 16 min read #hadoop#hbase#nosql#big-data#databaseHBase Data Modeling Playbook: Hotspot Avoidance and Performance Stabilization
A practical playbook for HBase RowKey design patterns, hotspot detection and avoidance, Region distribution optimization, and performance stabilization in large-scale deployments.
2026-03-08 · 26 min read #hbase#nosql#data-modeling#hotspot#databaseMongoDB Sharding Complete Guide: From Shard Key Design to Operational Automation
Hands-on practice with MongoDB Sharding architecture and shard key strategies. Covers Range/Hashed/Zone Sharding, chunk splitting and balancing, and operational considerations through practical exercises.
2026-03-03 · 8 min read #database#mongodb#sharding#nosql#distributed-systems