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
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
300
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
AI活用のコスパを最大化する方法
ochtum
0
130
API Platformを活用したPHPによる本格的なWeb API開発 / api-platform-book-intro
ttskch
1
130
New in Go 1.26 Implementing go fix in product development
sunecosuri
0
420
RubyとGoでゼロから作る証券システム: 高信頼性が求められるシステムのコードの外側にある設計と運用のリアル
free_world21
0
260
AI主導でFastAPIのWebサービスを作るときに 人間が構造化すべき境界線
okajun35
0
680
AIコーディングの理想と現実 2026 | AI Coding: Expectations vs. Reality 2026
tomohisa
0
1.2k
AHC061解説
shun_pi
0
350
SourceGeneratorのマーカー属性問題について
htkym
0
180
オブザーバビリティ駆動開発って実際どうなの?
yohfee
3
810
エージェント開発初心者の僕がエージェントを作った話と今後やりたいこと
thasu0123
0
240
encoding/json/v2のUnmarshalはこう変わった:内部実装で見る設計改善
kurakura0916
0
390
Go Conference mini in Sendai 2026 : Goに新機能を提案し実装されるまでのフロー徹底解説
yamatoya
0
560
Featured
See All Featured
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
99
Highjacked: Video Game Concept Design
rkendrick25
PRO
1
310
Agile that works and the tools we love
rasmusluckow
331
21k
Abbi's Birthday
coloredviolet
2
5.3k
A brief & incomplete history of UX Design for the World Wide Web: 1989–2019
jct
1
320
Amusing Abliteration
ianozsvald
0
130
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
26
3.4k
RailsConf 2023
tenderlove
30
1.4k
Exploring anti-patterns in Rails
aemeredith
2
290
Have SEOs Ruined the Internet? - User Awareness of SEO in 2025
akashhashmi
0
290
Testing 201, or: Great Expectations
jmmastey
46
8.1k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.3k
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