Low Level Design: Graph Analytics System
Vertex-Centric Computation The Pregel model, introduced by Google in 2010, reimagines distributed graph computation around the vertex as the unit […]
Vertex-Centric Computation The Pregel model, introduced by Google in 2010, reimagines distributed graph computation around the vertex as the unit […]
Chunked Upload Protocol Uploading large files over HTTP without chunking is fragile. A 4GB video file uploaded in a single
Distributed locks appear deceptively simple — acquire a lock, do some work, release it — but implementing them correctly in
DNS Hierarchy: Root, TLD, and Authoritative Nameservers The Domain Name System is a globally distributed hierarchical database organized as an
Introduction Zero trust replaces implicit perimeter-based trust with continuous verification. The core principle is: never trust, always verify. Every request
Introduction Consistent hashing assigns keys to nodes such that adding or removing a node remaps only K/N keys on average,
Introduction Kubernetes orchestrates containerized workloads across a cluster, managing scheduling, scaling, self-healing, and networking. The control plane manages desired state
Introduction Blockchain is an append-only distributed ledger where each block cryptographically links to the previous one. Immutability is guaranteed by
Introduction Infrastructure as Code (IaC) manages infrastructure via version-controlled declarative configuration, enabling reproducible, auditable, and automated infrastructure provisioning. Changes go
Introduction Serving large language models (GPT-4, Llama) requires specialized infrastructure for low latency, high throughput, and GPU memory management. The
Introduction RAG (Retrieval-Augmented Generation) grounds LLM responses in retrieved external knowledge. By injecting relevant retrieved context into the prompt, RAG
Introduction Geospatial indexing enables efficient proximity queries — find all restaurants within 2km — over large datasets of lat/lng coordinates.
Introduction Time-series databases (TSDB) are optimized for append-heavy workloads of (metric, timestamp, value) triples. Metrics monitoring, IoT telemetry, and financial
Introduction Consensus algorithms allow a cluster of nodes to agree on a sequence of values despite node failures. They are
Introduction Authentication services verify who the user is; authorization services control what they can do. A centralized auth service handles