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
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
Kazunori Sato
February 04, 2016
Programming
130
0
Share
What is Google BigQuery?
For CROSS 2016 presentation
Kazunori Sato
February 04, 2016
More Decks by Kazunori Sato
See All by Kazunori Sato
Tensor Processing Unit (TPU) Overview (July 6, 2018)
kazunori279
0
330
FPGAによる大規模データ処理の高速化
kazunori279
0
150
Googleがめざす、誰もが使える機械学習
kazunori279
4
5.1k
Machine Intelligence at Google Scale
kazunori279
3
1.4k
Machine Intelligence at Google Scale: Vision/Speech API, TensorFlow and Cloud Machine Learning
kazunori279
3
5.7k
Distributed TensorFlow
kazunori279
3
2.5k
Cloud Vision API and TensorFlow
kazunori279
7
9.5k
Having fun with Google Cloud + RasPi
kazunori279
0
1.3k
[GCPUG India] Firebase - Build Extraordinary Apps
kazunori279
2
320
Other Decks in Programming
See All in Programming
Java × distroless で 軽量なコンテナイメージを / Java on Distroless
contour_gara
0
440
代数的データ型って何が嬉しいの? #frontend_phpcon_do
kajitack
7
2.9k
Inspired By RubyKaigi (EN)
atzzcokek
0
480
Oxlintはいかにしてtsgolintのlint ruleを呼び出しているのか
syumai
2
1k
Old Dog, New Tricks: The Java 25 Reinvention - JNation
bazlur_rahman
0
140
軽量Java基盤の設計 DIコンテナに頼らない、長期保守と1秒起動の実現 JJUG CCC 2026 Spring
macha64
0
300
Spec-Driven Development with AI-Agents: From High-Level Requirements to Working Software
antonarhipov
2
410
AIとRubyの静的型付け
ukin0k0
0
490
Stage 3 Decorators でできること / できないこと / TSKaigi 2026
susisu
1
1.4k
柔軟なPDFレイアウトエディタを支える型システム設計 — Discriminated UnionとConditional Typeの実践
minako__ph
4
1.2k
運用エージェントは "作る" から "育てる" へ - 記憶と自己進化の3層設計パターン / self-evolving-agents-three-layer-agent-design
gawa
12
3.3k
[2026年度第1回ORセミナー] 計画最適化ベンチャーと競技プログラミング人材
terryu16
0
220
Featured
See All Featured
Paper Plane
katiecoart
PRO
1
50k
Leadership Guide Workshop - DevTernity 2021
reverentgeek
1
290
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
320
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
160
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
10
1.2k
RailsConf 2023
tenderlove
30
1.5k
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
590
The untapped power of vector embeddings
frankvandijk
2
1.7k
Have SEOs Ruined the Internet? - User Awareness of SEO in 2025
akashhashmi
0
360
How People are Using Generative and Agentic AI to Supercharge Their Products, Projects, Services and Value Streams Today
helenjbeal
1
200
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
1
2k
AI: The stuff that nobody shows you
jnunemaker
PRO
7
670
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