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
88
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
260
FPGAによる大規模データ処理の高速化
kazunori279
0
130
Googleがめざす、誰もが使える機械学習
kazunori279
4
4.9k
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
2.4k
Cloud Vision API and TensorFlow
kazunori279
7
9.3k
Having fun with Google Cloud + RasPi
kazunori279
0
1.3k
[GCPUG India] Firebase - Build Extraordinary Apps
kazunori279
2
290
Other Decks in Programming
See All in Programming
CSC509 Lecture 06
javiergs
PRO
0
260
Model Pollution
hschwentner
1
190
Web Components で実現する Hotwire とフロントエンドフレームワークの橋渡し / Bridging with Web Components
da1chi
3
2k
Flutterで分数(Fraction)を表示する方法
koukimiura
0
130
私達はmodernize packageに夢を見るか feat. go/analysis, go/ast / Go Conference 2025
kaorumuta
2
520
「ちょっと古いから」って避けてた技術書、今だからこそ読もう
mottyzzz
10
6.5k
Swift Concurrency - 状態監視の罠
objectiveaudio
2
490
What's new in Spring Modulith?
olivergierke
1
130
CSC305 Lecture 03
javiergs
PRO
0
240
CSC305 Lecture 06
javiergs
PRO
0
210
ソフトウェア設計の実践的な考え方
masuda220
PRO
4
550
どの様にAIエージェントと 協業すべきだったのか?
takefumiyoshii
2
640
Featured
See All Featured
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
127
53k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
9
970
How to Ace a Technical Interview
jacobian
280
24k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
16k
A better future with KSS
kneath
239
18k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
2.7k
Balancing Empowerment & Direction
lara
4
680
Why You Should Never Use an ORM
jnunemaker
PRO
59
9.6k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
54
3k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
189
55k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
9
860
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