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
150
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
360
FPGAによる大規模データ処理の高速化
kazunori279
0
180
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
2.6k
Cloud Vision API and TensorFlow
kazunori279
7
9.6k
Having fun with Google Cloud + RasPi
kazunori279
0
1.4k
[GCPUG India] Firebase - Build Extraordinary Apps
kazunori279
2
330
Other Decks in Programming
See All in Programming
LL言語やWebフレームワークのPostgreSQL対応 〜DBの機能がユーザーに届くまで〜
kentaroutakeda
0
130
Claude Codeを組織的に動かして月400PRを実現した話
happy_ryo
0
250
AIに既存システムを理解させる技術 ~レガシーを見捨てないハーネスエンジニアリング入門~
ochtum
0
200
Hono + Inertia + React で LP を構築した話
oukayuka
2
200
{ Android | Kotlin } Gradle Plugin in 2026
ryunen344
1
280
信頼性の目標を誰も求めてない
shubox
0
490
ソフトウェアエンジニアにとっての生成AI - 特性を知って使い倒す / generative ai for software enginner
kishida
7
2.3k
PHPプロジェクトの結合バランスを可視化する #php_night
kajitack
0
210
AI駆動開発にグラフDBを重ねてみた
satoshi256kbyte
2
730
Press start. Python's next generation.
willingc
PRO
3
300
My Marp Sample
sinoue0108
0
140
AIと壁打ちしながら進めるコスト管理
fufuhu
2
1.9k
Featured
See All Featured
The Cost Of JavaScript in 2023
addyosmani
55
10k
Code Review Best Practice
trishagee
74
20k
Claude Code のすすめ
schroneko
67
230k
Leading Effective Engineering Teams in the AI Era
addyosmani
9
2.5k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
28
3.6k
Ethics towards AI in product and experience design
skipperchong
2
360
New Earth Scene 8
popppiees
3
2.5k
Collaborative Software Design: How to facilitate domain modelling decisions
baasie
1
310
Why You Should Never Use an ORM
jnunemaker
PRO
61
10k
Learning to Love Humans: Emotional Interface Design
aarron
275
41k
Ruling the World: When Life Gets Gamed
codingconduct
0
320
Deep Space Network (abreviated)
tonyrice
0
290
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