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
94
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
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
9.3k
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 08
javiergs
PRO
0
280
CSC509 Lecture 09
javiergs
PRO
0
290
Blazing Fast UI Development with Compose Hot Reload (droidcon London 2025)
zsmb
0
490
モテるデスク環境
mozumasu
3
1.4k
MCPサーバー「モディフィウス」で変更容易性の向上をスケールする / modifius
minodriven
7
1.3k
エンジニアに事業やプロダクトを理解してもらうためにやってること
murabayashi
0
140
なんでRustの環境構築してないのにRust製のツールが動くの? / Why Do Rust-Based Tools Run Without a Rust Environment?
ssssota
15
48k
マイベストのシンプルなデータ基盤の話 - Googleスイートとのつき合い方 / mybest-simple-data-architecture-google-nized
snhryt
0
140
KoogではじめるAIエージェント開発
hiroaki404
1
410
Register is more than clipboard
satorunooshie
1
440
Making Angular Apps Smarter with Generative AI: Local and Offline-capable
christianliebel
PRO
0
110
問題の見方を変える「システム思考」超入門
panda_program
0
180
Featured
See All Featured
Intergalactic Javascript Robots from Outer Space
tanoku
273
27k
Writing Fast Ruby
sferik
630
62k
How GitHub (no longer) Works
holman
315
140k
Build The Right Thing And Hit Your Dates
maggiecrowley
38
2.9k
Statistics for Hackers
jakevdp
799
220k
The Cult of Friendly URLs
andyhume
79
6.7k
Gamification - CAS2011
davidbonilla
81
5.5k
Visualization
eitanlees
150
16k
Raft: Consensus for Rubyists
vanstee
140
7.2k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
31
9.7k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
PRO
23
1.5k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.2k
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