Google Cloud (GCP)

Google Cloud (GCP)

Deep technical articles on this topic.

149Articles
149Topics covered
Articles in this category

All 36 articles, sorted alphabetically

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ARTICLE · 01

Cloud Vision API

Image + PDF analysis. Managed vision AI.

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ARTICLE · 02

AlloyDB architecture

Deep-dive on AlloyDB: Postgres compatible, compute + log-based storage, columnar engine, read replicas, AI extensions, PITR.

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ARTICLE · 03

GCP BigQuery

How BigQuery provides serverless SQL data warehouse at massive scale.

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ARTICLE · 04

BigQuery BI Engine

Deep-dive on BigQuery BI Engine: in-memory columnar caching and vectorized execution, automatic query routing and partial acceleration, LRU working-se…

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ARTICLE · 05

GCP Bigtable

How Bigtable provides massive-scale wide-column storage, when to use it versus Firestore or Spanner.

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ARTICLE · 06

Google Cloud Armor architecture

Deep-dive on Google Cloud Armor: security policies attached to the external HTTP(S) load balancer, ordered rules with allow/deny/redirect/throttle act…

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ARTICLE · 07

GCP Cloud Build

How Cloud Build provides managed CI/CD with deep GCP integration.

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ARTICLE · 08

Google Cloud CDN architecture

Deep-dive on Google Cloud CDN: edge PoP caching enabled on the global HTTPS load balancer, cache hits served close to users while misses fill from the…

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ARTICLE · 09

GCP Cloud Functions

How Cloud Functions run code in response to GCP events, cold starts, and how they compare to AWS Lambda.

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ARTICLE · 10

GCP Cloud Run

How Cloud Run provides serverless container execution, scaling to zero.

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ARTICLE · 11

Cloud Run Concurrency and Autoscaling: Architecture Deep-Dive

How Cloud Run's per-instance concurrency and autoscaler together set latency, cost, and blast radius — with cold starts, min/…

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ARTICLE · 12

GCP Cloud SQL

How Cloud SQL provides managed relational databases, HA configurations, and read replicas.

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ARTICLE · 13

GCP Cloud Tasks architecture

Deep-dive on Google Cloud Tasks: the push-queue model, per-task addressability, dispatch rate and concurrency controls, retry policy with backoff, sch…

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ARTICLE · 14

Google Colossus architecture

Deep-dive on Colossus, Google's cluster-level distributed file system and the successor to GFS that underpins BigQuery, Spann…

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ARTICLE · 15

Cloud Composer architecture

Deep-dive on Cloud Composer: Airflow scheduler + workers + metadata DB, DAG lifecycle, operators, sensors, IAM, observability.

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ARTICLE · 16

GCP Dataflow

How Dataflow provides managed Apache Beam for batch + streaming pipelines.

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ARTICLE · 17

GCP Dataproc architecture

Deep-dive on Google Cloud Dataproc: the control-plane API, master/primary-worker/secondary-preemptible node layout, YARN and HDFS as cluster-local scr…

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ARTICLE · 18

GCP Datastream

Deep-dive on Google Cloud Datastream: serverless log-based change data capture that streams row-level inserts, updates, and deletes from MySQL, Postgr…

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ARTICLE · 19

Eventarc architecture

Deep-dive on Google Cloud Eventarc: direct and Cloud Audit Log sources, the Pub/Sub transport backbone, triggers and attribute filtering, CloudEvents …

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ARTICLE · 20

GCP Firestore

How Firestore provides serverless document DB with real-time sync.

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ARTICLE · 21

Google Cloud Storage

How Cloud Storage compares to S3, storage classes (Standard, Nearline, Coldline, Archive), and lifecycle policies.

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ARTICLE · 22

GCP GKE

How GKE provides managed Kubernetes with autopilot mode option.

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ARTICLE · 23

GCP IAM

How GCP IAM works: predefined and custom roles, principals (users, service accounts, groups), and hierarchical policy inheritance.

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ARTICLE · 24

GCP Cloud Logging

How Cloud Logging aggregates + queries logs.

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ARTICLE · 25

GCP Memorystore

How Memorystore provides managed Redis and Memcached.

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ARTICLE · 26

GCP Multi-Region Architecture in Depth

A 2500-word walkthrough of GCP multi-region: Cloud DNS, Global LB anycast, regional stacks, Cloud Spanner multi-region, Firestore/GCS/BigQuery, and ob…

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ARTICLE · 27

GCP Overview

What GCP is, how projects and folders organize resources, and where GCP fits versus AWS and Azure.

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ARTICLE · 28

GCP Pub/Sub

How GCP Pub/Sub provides globally distributed pub/sub messaging.

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ARTICLE · 29

GCP Cloud Spanner

How Spanner provides horizontally-scalable strongly-consistent SQL globally.

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ARTICLE · 30

Spanner TrueTime

Deep-dive on Spanner TrueTime: the interval-returning TrueTime API, GPS/atomic-clock-bounded uncertainty, commit wait for external consistency, Paxos …

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ARTICLE · 31

Vertex AI architecture

Deep-dive on Vertex AI: Model Garden and custom training, Model Registry lineage, online endpoints with traffic splits, batch prediction, KFP pipeline…

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ARTICLE · 32

GCP VPC

How GCP VPCs differ from AWS: global scope, subnets per region, and shared VPC patterns.

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ARTICLE · 33

VPC Service Controls architecture

Deep-dive on VPC Service Controls: service perimeters versus IAM, ingress and egress rule pairing, Access Context Manager access levels, the restricte…

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ARTICLE · 34

GCP Workflows

How Workflows provides serverless orchestration for GCP + external services.

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ARTICLE · 35

Security Command Center

GCP security posture + threat detection.

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ARTICLE · 36

Google Text-to-Speech

WaveNet + Neural2 voices. Multilingual.

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