Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
What is Google BigQuery?
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Kazunori Sato
February 04, 2016
Programming
0
110
What is Google BigQuery?
For CROSS 2016 presentation
Kazunori Sato
February 04, 2016
Tweet
Share
More Decks by Kazunori Sato
See All by Kazunori Sato
Tensor Processing Unit (TPU) Overview (July 6, 2018)
kazunori279
0
290
FPGAによる大規模データ処理の高速化
kazunori279
0
140
Googleがめざす、誰もが使える機械学習
kazunori279
4
5k
Machine Intelligence at Google Scale
kazunori279
3
1.4k
Machine Intelligence at Google Scale: Vision/Speech API, TensorFlow and Cloud Machine Learning
kazunori279
3
5.6k
Distributed TensorFlow
kazunori279
3
2.5k
Cloud Vision API and TensorFlow
kazunori279
7
9.4k
Having fun with Google Cloud + RasPi
kazunori279
0
1.3k
[GCPUG India] Firebase - Build Extraordinary Apps
kazunori279
2
300
Other Decks in Programming
See All in Programming
MDN Web Docs に日本語翻訳でコントリビュート
ohmori_yusuke
0
650
AIによるイベントストーミング図からのコード生成 / AI-powered code generation from Event Storming diagrams
nrslib
2
1.9k
AIで開発はどれくらい加速したのか?AIエージェントによるコード生成を、現場の評価と研究開発の評価の両面からdeep diveしてみる
daisuketakeda
1
2.5k
Data-Centric Kaggle
isax1015
2
780
AIによる開発の民主化を支える コンテキスト管理のこれまでとこれから
mulyu
3
370
AI によるインシデント初動調査の自動化を行う AI インシデントコマンダーを作った話
azukiazusa1
1
740
CSC307 Lecture 08
javiergs
PRO
0
670
「ブロックテーマでは再現できない」は本当か?
inc2734
0
1k
[KNOTS 2026登壇資料]AIで拡張‧交差する プロダクト開発のプロセス および携わるメンバーの役割
hisatake
0
290
Grafana:建立系統全知視角的捷徑
blueswen
0
330
プロダクトオーナーから見たSOC2 _SOC2ゆるミートアップ#2
kekekenta
0
220
FOSDEM 2026: STUNMESH-go: Building P2P WireGuard Mesh Without Self-Hosted Infrastructure
tjjh89017
0
170
Featured
See All Featured
Applied NLP in the Age of Generative AI
inesmontani
PRO
4
2k
The Spectacular Lies of Maps
axbom
PRO
1
520
A brief & incomplete history of UX Design for the World Wide Web: 1989–2019
jct
1
300
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
130k
Max Prin - Stacking Signals: How International SEO Comes Together (And Falls Apart)
techseoconnect
PRO
0
86
Building Adaptive Systems
keathley
44
2.9k
職位にかかわらず全員がリーダーシップを発揮するチーム作り / Building a team where everyone can demonstrate leadership regardless of position
madoxten
57
50k
The Cult of Friendly URLs
andyhume
79
6.8k
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
Side Projects
sachag
455
43k
技術選定の審美眼(2025年版) / Understanding the Spiral of Technologies 2025 edition
twada
PRO
117
110k
Context Engineering - Making Every Token Count
addyosmani
9
660
Transcript
What is Google BigQuery?
+Kazunori Sato @kazunori_279 Kaz Sato Staff Developer Advocate, Tech Lead
for Data & Analytics, Cloud Platform, Google Inc.
= The Datacenter as a Computer
None
Enterprise
Jupiter network 40GbE ports 10GbE x 100K = 1 Pbps
CLOS topology Software Defined Network
Borg Launches 2B containers / week Manages 10K machines /
Cell DC-scale proactive job sched (CPU, mem, disk IO, TCP ports) Paxos-based metadata store
Google BigQuery
1 B 1 B 100 B 900 M
At Google, MapReduce is classic. We use BigQuery. Confidential &
Proprietary Google Cloud Platform 10
SELECT your_data FROM billions_of_rows WHERE full_disk_scan_required = true; Scanning 1
TB in 1 sec with 5,000 - 10,000 disk spindles
BigQuery Analytic Service in the Cloud BigQuery Analyze Export Import
How to use BigQuery? Google Analytics ETL tools Connectors Google Cloud BI tools and Visualization Google Cloud Spreadsheets, R, Hadoop
Blazingly Fast Capable of scanning 10B rows in ~10 sec
Low Cost Storage: $0.020 per GB per month Queries: $5 per TB Fully Managed Use thousands of servers with zero-ops SQL Simple and Intuitive SQL with JS UDF Benefits of BigQuery
Thank you