Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
What is Google BigQuery?
Search
Kazunori Sato
February 04, 2016
Programming
160
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
Transcript
14 slides
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
More Decks by Kazunori Sato
See All by Kazunori Sato
Tensor Processing Unit (TPU) Overview (July 6, 2018)
kazunori279
0
400
FPGAによる大規模データ処理の高速化
kazunori279
0
210
Googleがめざす、誰もが使える機械学習
kazunori279
4
5.2k
Machine Intelligence at Google Scale
kazunori279
3
1.5k
Machine Intelligence at Google Scale: Vision/Speech API, TensorFlow and Cloud Machine Learning
kazunori279
3
5.8k
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
350
Other Decks in Programming
See All in Programming
Spec-Driven Development - Why Vaadin Is the Perfect Fit
simas
PRO
0
250
PumaからFalconに移行したRailsアプリケーションでの実践
falcon8823
0
380
AI時代のFlutter品質設計 — アプリ品質を守るQuality Layers
omatty198
0
370
TanStack Vue Query と Pinia Colada から学ぶ非同期状態の型設計
aoshi
0
650
Secure Your Coding Agent Like It’s Malware (v1.5) 🇬🇧 @Code.talks 2026
richargh
0
140
當我們開始不讀 Code - AI Agent 時代,Code Review 與 Clean Code 還剩下什麼?
jame2408
1
370
AWS CDKを理解するために公式の定義を深掘って解説してみる / Understanding AWS CDK by Digging into Its Official Definition
akihisaikeda
3
300
プロジェクトコードをキレイキレイしよう!暗黙的な参照を読み解く静的解析
ostk0069
0
210
ローカルLLMの基本と近況 2611 / Local LLM basics and recent situation 2611
kishida
0
140
AIがコードを書いてくれる時代、我々は何を確かめるのか
yosuke_furukawa
PRO
13
5.9k
ActionController meets Protocol Buffers
sorah
1
800
Rails初心者がパスキーを実装してみて大変だったこと
ktombow
0
170
Featured
See All Featured
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3.8k
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
1
1.7k
Heart Work Chapter 1 - Part 1
lfama
PRO
11
37k
How People are Using Generative and Agentic AI to Supercharge Their Products, Projects, Services and Value Streams Today
helenjbeal
2
400
The Power of CSS Pseudo Elements
geoffreycrofte
82
6.6k
世界の人気アプリ100個を分析して見えたペイウォール設計の心得
akihiro_kokubo
PRO
74
43k
What does AI have to do with Human Rights?
axbom
PRO
1
2.5k
The Limits of Empathy - UXLibs8
cassininazir
2
780
The Curious Case for Waylosing
cassininazir
1
610
The B2B funnel & how to create a winning content strategy
katarinadahlin
PRO
1
610
RailsConf 2023
tenderlove
30
1.6k
Chasing Engaging Ingredients in Design
codingconduct
0
390