Low Level Design: Elasticsearch Internals
Elasticsearch as Distributed Lucene Elasticsearch is a distributed search and analytics engine built on top of Apache Lucene. Each shard […]
Elasticsearch as Distributed Lucene Elasticsearch is a distributed search and analytics engine built on top of Apache Lucene. Each shard […]
Process Architecture PostgreSQL uses a multi-process architecture rather than threads. The postmaster is the root process: it listens for incoming
Single-Threaded Event Loop Redis processes all client commands on a single main thread sequentially. This design eliminates the need for
Overview of the Network Protocol Stack The network protocol stack is the layered software and hardware system responsible for transmitting
Why CPU Cache Optimization Matters Modern CPUs execute instructions in nanoseconds, but DRAM access takes ~80ns — roughly 200 CPU
What Is a Virtual Memory System? Virtual memory is a foundational OS abstraction that gives each process the illusion of
Microservices migration is one of the most consequential architectural decisions an engineering organization makes. Done well, it unlocks team autonomy,
Relational databases have been the default choice for decades, and for good reason — SQL is powerful, ACID transactions are
Concurrency is one of the hardest problems in systems design. Bugs are non-deterministic, hard to reproduce, and can corrupt data
Compression is one of the highest-leverage primitives in systems design. It reduces storage cost, cuts network bandwidth, and often improves
A data warehouse is a system optimized for analytical queries across large volumes of historical data. Unlike transactional databases, warehouses
An audit log is an immutable, chronological record of every significant action taken in a system — who did what
DNS (Domain Name System) is the internet’s distributed directory service — it translates human-readable hostnames like www.example.com into IP addresses
Idempotency is the property that an operation produces the same result whether it is applied once or multiple times. In
B-Tree Index Internals The B-tree (balanced tree) is the default index type in PostgreSQL, MySQL, and most relational databases. Understanding