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
ブロックチェーン概論 / Introduction to Blockchain
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
Kenji Saito
PRO
October 17, 2022
Technology
170
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
ブロックチェーン概論 / Introduction to Blockchain
2022年10月17日(月)、慶應義塾大学大学院メディアデザイン研究科「サービスデザインプロジェクト B」2022秋で使用したスライドです。
Kenji Saito
PRO
October 17, 2022
More Decks by Kenji Saito
See All by Kenji Saito
責任2.0/3.0 ∼ 知的創造過程の脱領土化 / Responsibility 2.0 and 3.0: The Deterritorialization of the Intellectual Creative Process
ks91
PRO
0
30
国と地域のマネジメントと AGI / National and Regional Management and AGI
ks91
PRO
0
24
2026 年度「AI による研究・教育サポート」ワークショップ (教員向け) / AY 2026 “AI-Based Research and Education Support” Workshop (For Faculty)
ks91
PRO
0
46
エージェント化するAI:現在地とその先に起きる変化 / AI as Agents: The Current State and the Changes Ahead
ks91
PRO
0
210
文化的ループ (推論, エージェント) と思考プロセスの検証可能性 / Cultural Loops (Inference, Agents) and the Verifiability of Thought Processes
ks91
PRO
0
49
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 3 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY3
ks91
PRO
0
93
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 1 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY1
ks91
PRO
0
82
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 2 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY2
ks91
PRO
0
110
責任2.0 ∼ AI が主体となる世界で ∼ / Responsibility 2.0: In a World Where AI Takes Responsibilities
ks91
PRO
0
110
Other Decks in Technology
See All in Technology
Spring BootからQuarkusへの移行
tatsuya1bm
2
120
積み重なった技術負債への挑戦 〜初手としての全社ゴト化〜
techtekt
PRO
0
1.2k
Omarchy Quattro の日本語設定周り
simosako
2
180
Claude Codeを「使うほど育つ」AI秘書にするノウハウ
minorun365
PRO
29
25k
データ界隈LT祭 第1回LT登壇
taromatsui_cccmkhd
1
1.4k
10Xに技術的負債をもたらした「2つの境界の歪み」その構造と解消への営み
10xinc
0
2k
絵ではじめるKubernetesセキュリティ
aoi1
3
600
LTのテーマ どうきめてる?〜5つの型と私のやり方〜
yama3133
1
110
OpenTelemetryのメトリクスをCloudWatchに送ってPromQLで見てみた
ota1022
0
150
AgentCore Runtime上にAgentic Coding基盤を構築・展開する際の設計ポイントと限界点 / Design considerations and limitations when building an agentic coding platform on AgentCore Runtime
har1101
2
110
現場で役立つ技術負債の効果的な返済方法
masuda220
PRO
8
4.2k
なぜ「決定性」が 決定的に重要なのか? Durable Execution 基盤の数理的理解 #serverlessjp / ServerlessDays Tokyo 2026
ytaka23
0
160
Featured
See All Featured
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
2.1k
Lightning Talk: Beautiful Slides for Beginners
inesmontani
PRO
2
690
The State of eCommerce SEO: How to Win in Today's Products SERPs - #SEOweek
aleyda
2
12k
The Language of Interfaces
destraynor
162
27k
4 Signs Your Business is Dying
shpigford
187
23k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
4.6k
Building a A Zero-Code AI SEO Workflow
portentint
PRO
0
720
The Illustrated Guide to Node.js - THAT Conference 2024
reverentgeek
1
500
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
46
3k
Practical Orchestrator
shlominoach
192
12k
エンジニアに許された特別な時間の終わり
watany
109
250k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
Transcript
Service Design, generated by Stable Diffusion B 2022 1 (
) B 2022 — 1 — 2022-10-17 – p.1/63
https://speakerdeck.com/ks91 ( ) ( ) Discord Discord ( / /
) Zoom URL ( ) B 2022 — 1 — 2022-10-17 – p.2/63
( ) SFC ( ) CSO (Chief Science Officer) 1993
( ) 2006 ( ) SFC 22 P2P (Peer-to-Peer) 2011 ( ) 2018 2019 VR 2021.7 VR 2021.8 “ALL THESE WORLDS ARE YOURS” VR 2021.9 & VR 2021.12 VR 2022.3 VR 2022.8 → ( ) B 2022 — 1 — 2022-10-17 – p.3/63
(2 ) https://youtu.be/ZHdP9BKuQX8 JCSG2022 — Academy Camp VR Cells VRChat
https://vrchat.com/home/launch?worldId=wrld_2f8602af-a7ea-42a4-833b-789261f55205 Steam and/or Quest 2 Stable Diffusion / MidJourney 3D ( ) B 2022 — 1 — 2022-10-17 – p.4/63
. . . ( ) 2018 1 2 2018 OK
Google, Google ( ) Python ( ) ∈ Alexa, B 2022 — 1 — 2022-10-17 – p.5/63
Alexa, ত࣌ ੈلޙ ࣾձγεςϜ ࣾձڥ ػց ٕज़ ਓؒ ࣗಈγεςϜ ྩ࣌
ੈلલ ిؾ͚ͭͯ ͍ ͍ ిؾ͚ͭͯ ͜ͷ݅ͷͱ͖ ٕज़Ͱ͋Γࣾձڥˠࣗવڥ ਓ ⇒ ( ) Web3 B 2022 — 1 — 2022-10-17 – p.6/63
— ( ) ( ) “FinTech — Financial Innovation and
the Internet” ( ) ( ) ( ) B — (2020 ∼) ( ) → ( ) https://speakerdeck.com/ks91 B 2022 — 1 — 2022-10-17 – p.7/63
(?) (1) 2020 9 60 (2020) : ( ) .
. . = ( ) B 2022 — 1 — 2022-10-17 – p.8/63
(?) (2) (2020) : ( ) B 2022 — 1
— 2022-10-17 – p.9/63
( ) Python 3 Ethereum B 2022 — 1 —
2022-10-17 – p.10/63
B 2022 — 1 — 2022-10-17 – p.11/63
(1/2) — World Wide Web COVID-19 2020 1990 World Wide
Web (← ) End-to-End ( ) ( ) ( ) End-to-End ( ) 2008 B 2022 — 1 — 2022-10-17 – p.12/63
(2/2) — ( web3 ) B 2022 — 1 —
2022-10-17 – p.13/63
← Python Flask (Python ) Ethereum Brownie (Python Ethereum )
BBc-1 ( ) B 2022 — 1 — 2022-10-17 – p.14/63
( 2 ) ( ) Discord miro VR Discord miro
( ) ( : ) . . . : ( ) : DApp ( ) B 2022 — 1 — 2022-10-17 – p.15/63
( ) 25% 25% 20% 30% ( ) B 2022
— 1 — 2022-10-17 – p.16/63
( ) 1 10 17 • 2 10 24 3
10 31 1 4 11 7 2 5 11 14 1 6 11 21 2 7 11 28 8 12 5 Discord B 2022 — 1 — 2022-10-17 – p.17/63
1. 2. Ethereum 3. ↑ B 2022 — 1 —
2022-10-17 – p.18/63
/ STAND ALONE COMPLEX Yes. B 2022 — 1 —
2022-10-17 – p.19/63
( ) ੪౻ 0DVMVT2VFTU खݩͷΩʔϘʔυ ࣮ߦ )%.* #MVFUPPUI #MVFUPPUI खݩͷτϥοΫϘʔϧ
.BD1SP ͷલͷσΟεϓϨΠ എޙͷ..BD#PPL"JS "QQMF 3FNPUF%FTLUPQ 0DVMVT 3FNPUF%FTLUPQ )PSJ[PO8PSLSPPNT VT2VFTU MacBook Air B 2022 — 1 — 2022-10-17 – p.20/63
1. B 2022 — 1 — 2022-10-17 – p.21/63
ެ։ா ެ։Ͱͳ͚ΕͳΒͳ͍ ʜ ຊਓ ɾૹۚه ɾίʔυ ɾσʔλͷมԽ ɾ࣮ߦϩά ݕӾͰ͖Δୈࡾऀ ͜Εɺ
ه͍ͨ͠Μ͚ͩͲ ͋ͳͨ ॻ͍ͨΒμϝ ͜ͷ༰ ॻ͍ͨΒμϝ ॻ͍ͪΌͬͨͷʁ ͜͏ॻ͖͑·͠ΐ͏ ॻ͍ͯͳ͍ͷʁ ͜͏ॻ͔Εͨ͜ͱʹ ͠·͠ΐ͏ ॻ͍ͪΌͬͨͷʁ ফ͠·͠ΐ͏ %P4 ߈ܸͱ͔Ͱ ͯ͠ࢭΊ·͠ΐ͏ B 2022 — 1 — 2022-10-17 – p.22/63
( ) ( ) ( ) ↓ ( ( ))
(BP : Blockchain Property ) BP-1 : ( ) BP-2 : ( ( ) ) BP-3 : ( ) ( ) ( ) B 2022 — 1 — 2022-10-17 – p.23/63
( ) (LIFO : Last In, First Out) ( )
B 2022 — 1 — 2022-10-17 – p.24/63
( ) ( ) ( ) ( ) ( 16
) SHA (Secure Hash Algorithm) ( ) 1bit B 2022 — 1 — 2022-10-17 – p.25/63
( ) ( ) < , > ( ) ←
: < , > : : < , , > : OK ( 1 ) NG ( ) B 2022 — 1 — 2022-10-17 – p.26/63
BP-1 ( ), BP-2 ( ) BBc-1 f : →
BP-3 ( ) ( ) ( ) ← BP-2 ← BP-3 ( ) (BP-2 ) ( ) ← BP-3 (?) + ← BP-{1,2} B 2022 — 1 — 2022-10-17 – p.27/63
[Lamport 1984][Schneider 1990] (1) (2) (3) (4) ( ) ←
↑ B 2022 — 1 — 2022-10-17 – p.28/63
TX : transaction ( 4 TX ) SMRP (State Machine
Replication Problem) SMRP-1 ( ) SMRP-2 : B 2022 — 1 — 2022-10-17 – p.29/63
( ) ( ) ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O
ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ͍ͪΜهɾॻ͖͑ͷίετ͕ߴ͍ྺ࢙ ࠷վ͟Μ͠ʹ͍͘ྺ࢙ ͕༗ޮ ͻͱͭखલͷϒϩοΫͷ ʮμΠδΣετʯ σδλϧॺ໊͞Εͨ ʮτϥϯβΫγϣϯ औҾ ʯ ϒϩοΫΛ࡞ΔͨΊʹɺͦͷʮμΠδΣετʯ͕͋ΔҎԼͱ͍͏݅Λຬͨͨ͠Γ 1SPPGPG8PSL Ծ௨՟ͷ࣋ͪʹԠͨ͡ݖརΛͬͨථͰউͬͨΓ 1SPPGPG4UBLF ͢Δඞཁ͕͋Δ ίετ͕͔͔Δ ϒϩοΫΛ࡞ΔਓͦͷதʹࣗʹѼͯͨ Ծ௨՟ͰͷใुΛॻ͖ࠐΉ͜ͱ͕Ͱ͖ɺ ͦͷϒϩοΫ͕༗ޮͳྺ࢙ͷதʹ͋Δ߹ʹ ݶΓใु༗ޮͱͳΔ τϥϯβΫγϣϯͷଘࡏΛ֬ೝ͢Δ ͨΊͷޮతͳํ๏͕ఏڙ͞ΕΔ ਖ਼ੑ ଘࡏੑ །Ұੑ Proof of Work ( ) . . . → B 2022 — 1 — 2022-10-17 – p.30/63
(BP-3 ) ( : ) (BP-3 ) ( : )
← NFT BP-{1,2,3} BP-{1, 2} ⇒ B 2022 — 1 — 2022-10-17 – p.31/63
(Confidentiality) BP-{1,2,3} ↑ ( = ) (Integrity) BP-3 (Availability) BP-2
B 2022 — 1 — 2022-10-17 – p.32/63
2009 ↑ 13 ( 5 ) B 2022 — 1
— 2022-10-17 – p.33/63
( ) ADR (Active (space) Debris Removal) : https://doi.org/10.1109/TCSS.2018.2890655 (1930
) ( ) B 2022 — 1 — 2022-10-17 – p.34/63
( ) ( ) ( ) B 2022 — 1
— 2022-10-17 – p.35/63
( ) ( - ) : https://doi.org/10.1016/j.future.2019.05.019 B 2022 —
1 — 2022-10-17 – p.36/63
( ) ( ) ( ) B 2022 — 1
— 2022-10-17 – p.37/63
( ) B 2022 — 1 — 2022-10-17 – p.38/63
/ ( ) ( ) ( ) ( ) B
2022 — 1 — 2022-10-17 – p.39/63
( ) ( ) ( ) B 2022 — 1
— 2022-10-17 – p.40/63
( ) : https://www.lij.jp/html/jli/jli_2017/ 2017summer_p018.pdf B 2022 — 1 —
2022-10-17 – p.41/63
( ) ( ) B 2022 — 1 — 2022-10-17
– p.42/63
B 2022 — 1 — 2022-10-17 – p.43/63
with ( ) ( ) : https://doi.org/10.1016/j.icte.2021.08.012 ( ) B
2022 — 1 — 2022-10-17 – p.44/63
DNS : https://ieeexplore.ieee.org/document/9686409 ( ) IP AS B 2022 —
1 — 2022-10-17 – p.45/63
( ) ( ) : https://ieeexplore.ieee.org/document/9686409 ( ) : https://doi.org/10.1016/j.icte.2021.08.012
(web ) B 2022 — 1 — 2022-10-17 – p.46/63
( ) ( ) ( ) : https://doi.org/10.1016/j.icte.2021.08.012 ( )
( ) ( ) : https://ieeexplore.ieee.org/document/9686409 B 2022 — 1 — 2022-10-17 – p.47/63
( ) ( ) : https://ieeexplore.ieee.org/document/9686409 3D ( ) :
HACCP ( ) B 2022 — 1 — 2022-10-17 – p.48/63
2. Ethereum macOS (Monterey 12.6) + Homebrew Linux (Ubuntu 22.04)
(x86/AMD64 and ARM) Windows 10 + Windows Subsystem for Linux (Ubuntu ) Ethereum solidity brownie B 2022 — 1 — 2022-10-17 – p.49/63
Solidity Ethereum ( ) http://solidity.readthedocs.io/en/latest/installing-solidity.html Linux (on Windows) “sudo apt”,
macOS “brew” Linux ARM git clone dependencies solc 0.8.16 (9/6 ) $ solc --version brownie py-solc-x solc (dependencies) ( solc py-solc-x ) B 2022 — 1 — 2022-10-17 – p.50/63
Ganache CLI Ethereum RPC npm ( ) macOS https://qiita.com/kyosuke5_20/items/c5f68fc9d89b84c0df09 Linux
https://qiita.com/seibe/items/36cef7df85fe2cefa3ea npm Ganache CLI $ sudo npm install -g ganache-cli B 2022 — 1 — 2022-10-17 – p.51/63
Python3 macOS $ brew install python3 Python 3.8 Homebrew $
brew uninstall --ignore-dependencies
[email protected]
$ brew install
[email protected]
/usr/local/opt/
[email protected]
/bin/python3 Linux $ sudo apt update $ sudo apt install python3.8 python3.8-dev python3.8-venv python3.8-tk 16.10 python3(.8) apt (PPA ) python3 python3-dev python3-venv python3-tk B 2022 — 1 — 2022-10-17 – p.52/63
macOS : . . . macOS wget brew dyld: Library
not loaded: /usr/local/opt/gettext/lib/libintl.8.dylib $ brew uninstall --force gettext $ brew install gettext B 2022 — 1 — 2022-10-17 – p.53/63
Python (venv) macOS (Linux python3 ) ‘python3.8’ ‘python3’ $ python3.8
-m venv bbc1env $ source bbc1env/bin/activate (bbc1env) $ pip install -U pip (bbc1env) $ pip install wheel bbc1env ( BBc-1 ) ( ) (bbc1env) $ deactivate B 2022 — 1 — 2022-10-17 – p.54/63
Brownie Python Ethereum https://eth-brownie.readthedocs.io Brownie $ pip install eth-brownie version
1.19.1 (9/6 ) B 2022 — 1 — 2022-10-17 – p.55/63
$ brownie init ( ERC-20 ) $ brownie bake token
$ cd token B 2022 — 1 — 2022-10-17 – p.56/63
contracts (macOS Linux (x86/AMD64) ) $ brownie compile Linux (ARM)
(AMD64 ) $ python # >>> import solcx >>> solcx.compile_solc(’0.6.12’) # >>> quit() /tmp ∼/.solcx/solc-v0.6.12 ( ) $ pytest tests B 2022 — 1 — 2022-10-17 – p.57/63
Brownie $ brownie console Python >>> len(accounts) 10 >>> accounts[0].balance()
100000000000000000000 >>> quit() B 2022 — 1 — 2022-10-17 – p.58/63
3. Ethereum Görli B 2022 — 1 — 2022-10-17 –
p.59/63
infura.io Brownie https://infura.io SIGN UP PROJECT ID infura Ethereum API
infura . . . infura.io PROJECT ID WEB3_INFURA_PROJECT_ID PROJECT ID (∼/.bash_profile ) $ export WEB3_INFURA_PROJECT_ID= PROJECT ID B 2022 — 1 — 2022-10-17 – p.60/63
G¨ orli ETH brownie console Görli >>> network.disconnect() >>> network.connect(’goerli’)
>>> len(accounts) 0 >>> accounts.add() <LocalAccount object ’ 16 ’> >>> accounts[0].private_key 16 >>> quit() Görli Testnet ETH Faucet ETH https://goerlifaucet.com ( ) ( ) https://metamask.io/ B 2022 — 1 — 2022-10-17 – p.61/63
G¨ orli ETH brownie console Görli ETH >>> network.disconnect() >>>
network.connect(’goerli’) >>> len(accounts) 0 >>> accounts.add( 16 ) <LocalAccount object ’ 16 ’> >>> accounts[0].balace() ETH >>> quit() ETH >>> accounts[0].transfer(accounts[1], "0.01 ether") B 2022 — 1 — 2022-10-17 – p.62/63
B 2022 — 1 — 2022-10-17 – p.63/63