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
フィンテック 2017春 第9-10回「分散レッジャーと新たなアプリケーション基盤」 / Di...
Search
Kenji Saito
PRO
July 10, 2017
Technology
320
1
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
フィンテック 2017春 第9-10回「分散レッジャーと新たなアプリケーション基盤」 / Distributed Ledgers and New Application Platforms
早稲田大学 大学院経営管理研究科 2017年度春学期授業「フィンテック ─ 金融革新とインターネット」第9-10回のスライドです。2017年7月10日(月)に使用しました。
Kenji Saito
PRO
July 10, 2017
More Decks by Kenji Saito
See All by Kenji Saito
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 4 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 4
ks91
PRO
0
6
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 3 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 3
ks91
PRO
0
37
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 2 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 2
ks91
PRO
0
83
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 1 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 1
ks91
PRO
0
33
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
37
国と地域のマネジメントと AGI / National and Regional Management and AGI
ks91
PRO
0
26
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
54
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
220
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
50
Other Decks in Technology
See All in Technology
ソフトウェアDNAとクラウドエージェントのススメ
cloudace
0
120
Claude Codeを「使うほど育つ」AI秘書にするノウハウ
minorun365
PRO
31
28k
EventBridge に「合流」はない ― サーバーレスのワークフローを育てるということ / No Join in EventBridge
yusukeshimizu
2
190
新機種発売前に見直そう!端末移行で再ログインが要るアプリ・要らないアプリは何が違うのか 〜シームレスに再開できる設計と実装〜
zozotech
PRO
0
210
LLMに渡さなかった仕事
nanaism
0
970
研究開発部の紹介 / Sansan R&D Profile
sansan33
PRO
5
25k
ユーザー価値を届け続けるためにウォンテッドリーが大切にしている文化
kotaminato
0
180
フルカイテン株式会社 エンジニア向け採用資料
fullkaiten
0
12k
映像変換サーバーなしで端末内でHLSを生成してライブ配信
hikarusato
0
130
Railsのように考える: See through the Master
snoozer05
PRO
4
1.1k
LTのテーマ どうきめてる?〜5つの型と私のやり方〜
yama3133
1
110
ADKで始める業務改善 - AIエージェント開発時の考えと設計
harappa80
2
230
Featured
See All Featured
Paper Plane (Part 1)
katiecoart
PRO
2
11k
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.5k
エンジニアに許された特別な時間の終わり
watany
109
250k
Hiding What from Whom? A Critical Review of the History of Programming languages for Music
tomoyanonymous
3
1.2k
Bash Introduction
62gerente
615
220k
Sam Torres - BigQuery for SEOs
techseoconnect
PRO
0
540
The Cost Of JavaScript in 2023
addyosmani
55
10k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
410
A designer walks into a library…
pauljervisheath
211
25k
Measuring Dark Social's Impact On Conversion and Attribution
stephenakadiri
2
280
What's in a price? How to price your products and services
michaelherold
247
13k
Max Prin - Stacking Signals: How International SEO Comes Together (And Falls Apart)
techseoconnect
PRO
0
470
Transcript
9-10 — 2017 ( )
[email protected]
— 2017 9-10 —
2017-07-10 – p.1/76
( ) 1 6 12 (1) • 2 6 12
(2) • 3 6 19 (1) • 4 6 19 (2) • 5 6 26 (1) • 6 6 26 (2) • 7 7 3 (1) • 8 7 3 (2) • 9 7 10 (1) • 10 7 10 (2) • 11 7 17 (1) 12 7 17 (2) 13 7 24 (1) 14 7 24 (2) 15 7 31 — 2017 9-10 — 2017-07-10 – p.2/76
1. 2. 3. 4. 5. 6. : 7. — 2017
9-10 — 2017-07-10 – p.3/76
1. — 2017 9-10 — 2017-07-10 – p.4/76
4. 2017 7 8 ( ) 17:59 JST Course N@vi
— 2017 9-10 — 2017-07-10 – p.5/76
37+α 30 (7/10 ) 5 4 3 3 2 Amazon
GO 2 2 2 , , , , , , , 1 — 2017 9-10 — 2017-07-10 – p.6/76
H AI ⇒ — 2017 9-10 — 2017-07-10 – p.7/76
S A ⇒ ← — 2017 9-10 — 2017-07-10 –
p.8/76
I Dash Dash ( ) ⇒ — 2017 9-10 —
2017-07-10 – p.9/76
K ( ) ⇒ — 2017 9-10 — 2017-07-10 –
p.10/76
S ⇒ — 2017 9-10 — 2017-07-10 – p.11/76
— 2017 9-10 — 2017-07-10 – p.12/76
( ) 3 1. ( : UTXO ) ⇒ (
) 2. ( : ) ⇒ 3. ( : ) TX ⇒ ( ) 2 3 — 2017 9-10 — 2017-07-10 – p.13/76
2. — 2017 9-10 — 2017-07-10 – p.14/76
— 2017 9-10 — 2017-07-10 – p.15/76
SHA-1 https://shattered.it 2017 2 Google (CWI) — 2017 9-10 —
2017-07-10 – p.16/76
— 2017 9-10 — 2017-07-10 – p.17/76
(RSA) RSA (RSA : Rivest, Shamir, Adleman) ECDSA ( DSA
: Digital Signature Algorithm) — 2017 9-10 — 2017-07-10 – p.18/76
: < , > : : < , , >
: OK NG — 2017 9-10 — 2017-07-10 – p.19/76
( ) ← CA — 2017 9-10 — 2017-07-10 –
p.20/76
3. — 2017 9-10 — 2017-07-10 – p.21/76
( ) (by ) (since 1984) ( ) ( )
( ) . . . ( ) ⇒ — 2017 9-10 — 2017-07-10 – p.22/76
( ) ( ) ( ) ( ) ( )
(by ) — 2017 9-10 — 2017-07-10 – p.23/76
Q. ( ) ( = / = ) ⇒ —
2017 9-10 — 2017-07-10 – p.24/76
( ) ( ) ( ) — 2017 9-10 —
2017-07-10 – p.25/76
( ) ( ) / / — 2017 9-10 —
2017-07-10 – p.26/76
— ( ) 1. ( ) 2. ( ) 3.
( ) — 2017 9-10 — 2017-07-10 – p.27/76
4. — 2017 9-10 — 2017-07-10 – p.28/76
— 2017 9-10 — 2017-07-10 – p.29/76
. . . — 2017 9-10 — 2017-07-10 – p.30/76
vs. ( ) — 2017 9-10 — 2017-07-10 – p.31/76
1. ⇒ ( ) ⇒ 2. ⇒ ⇒ 3. ⇒
— 2017 9-10 — 2017-07-10 – p.32/76
(by ) 1. 2. ( ) ( ) . .
. cf. by McLuhan cf. by McLuhan — 2017 9-10 — 2017-07-10 – p.33/76
Vitalik Buterin, “Ethereum White Paper: A NEXT GENERATION SMART CONTRACT
& DECENTRALIZED APPLICATION PLATFORM” 15 — 2017 9-10 — 2017-07-10 – p.34/76
= run — 2017 9-10 — 2017-07-10 – p.35/76
Ether Ethereum EOA : Externally-Owned Account Ether EVM EVM —
2017 9-10 — 2017-07-10 – p.36/76
EVM : Ethereum Virtual Machine Gas — 2017 9-10 —
2017-07-10 – p.37/76
EVM : . . . : Solidity — JavaScript LLL
— Lisp — 2017 9-10 — 2017-07-10 – p.38/76
Solidity ( ) pragma solidity ˆ0.4.8; contract IndivisibleAsset { /*
*/ string public _name; string public _symbol; uint256 public _quantity; address public _owner; function IndivisibleAsset(string name, string symbol, uint256 quantity) { _name = name; _symbol = symbol; _quantity = quantity; _owner = msg.sender; } function transfer(address to) { if (_owner != msg.sender) { throw; } _owner = to; } } — 2017 9-10 — 2017-07-10 – p.39/76
Solidity JavaScript ( , ) (constructor) ( ) ( )
Ether — 2017 9-10 — 2017-07-10 – p.40/76
— 2017 9-10 — 2017-07-10 – p.41/76
ADEPT ADEPT : IBM IoT → — 2017 9-10 —
2017-07-10 – p.42/76
. . . — 2017 9-10 — 2017-07-10 – p.43/76
⇒ — 2017 9-10 — 2017-07-10 – p.44/76
5. (Fabric, Sawtooth, Iroha) R3 Corda Tangle (IOTA) — 2017
9-10 — 2017-07-10 – p.45/76
5-1. (Linux Foundation) https://www.hyperledger.org Apache License, Version 2.0 — 2017
9-10 — 2017-07-10 – p.46/76
/ : Proposal → Incubation → Active → Deprecated →
End of Life — 2017 9-10 — 2017-07-10 – p.47/76
( https://www.hyperledger.org/about/members ) — 2017 9-10 — 2017-07-10 – p.48/76
( ) ( ) ( ) IoT / / (
) — 2017 9-10 — 2017-07-10 – p.49/76
( = ) ( ) ( ) ↑ — 2017
9-10 — 2017-07-10 – p.50/76
5-2. 5-2-1. Fabric (IBM) 5-2-2. Sawtooth (Intel) 5-2-3. Iroha (
) 5-2-4. Burrow (Monax) ( ) 5-2-5. Indy — 2017 9-10 — 2017-07-10 – p.51/76
5-2-1. Fabric (IBM) IBM Digital Asset Holdings http://hyperledger-fabric.readthedocs.io/en/latest/ State :
Active — 2017 9-10 — 2017-07-10 – p.52/76
( ) ( ) — 2017 9-10 — 2017-07-10 –
p.53/76
— 2017 9-10 — 2017-07-10 – p.54/76
(Docker) (chaincode) PBFT (Practical BFT) RocksDB CA PKI v1.0 DB
CA BFT : Byzantine Fault Tolerance ( ) CA : Certificate Authority ( ) PKI : Public Key Infrastructure ( ) — 2017 9-10 — 2017-07-10 – p.55/76
5-2-2. Sawtooth (Intel) https://github.com/hyperledger/sawtooth-core State : Active — 2017 9-10
— 2017-07-10 – p.56/76
( ) (permissioned) (permissionless) Proof of Elapsed Time (PoET) Proof
of Work ( ) (Intel ) / Transaction Families — 2017 9-10 — 2017-07-10 – p.57/76
(transaction families) (PoET ) PoET ( ) (transaction families) —
2017 9-10 — 2017-07-10 – p.58/76
5-2-3. Iroha ( ) https://github.com/hyperledger/iroha State : Active — 2017
9-10 — 2017-07-10 – p.59/76
( ) DLT : C++ Sumeragi Whitepaper : https://github.com/hyperledger/iroha/blob/master/docs/iroha_whitepaper.md —
2017 9-10 — 2017-07-10 – p.60/76
JVM (chaincode) Sumeragi (BFT) JVM : Java Virtual Machine (Java
) — 2017 9-10 — 2017-07-10 – p.61/76
Merkle Tree ( ) Digest = double SHA-256 value Existence
of a TX can be verified if a relevant subtree is provided — 2017 9-10 — 2017-07-10 – p.62/76
5-3. Corda (R3) R3 https://github.com/corda/corda — 2017 9-10 — 2017-07-10
– p.63/76
R3 R3CEV 77 (2017 2 ) 3 SBI , R3Net(
) Corda — 2017 9-10 — 2017-07-10 – p.64/76
Corda Corda : : — 2017 9-10 — 2017-07-10 –
p.65/76
( ) + CAP ( DLT ) — 2017 9-10
— 2017-07-10 – p.66/76
CAP ( ) Consistency ( ) Availability ( ) Partition
tolerance ( ) ⇒ 3 C Eventual consistency ( ) . . . — 2017 9-10 — 2017-07-10 – p.67/76
JVM ( ) (Uniqueness Services) UTXO X.509 PKI ( )
UTXO : Unspent TX (transaction) Output ( ) X.509 : PKI — 2017 9-10 — 2017-07-10 – p.68/76
5-4. Tangle (IOTA) IoT IOTA https://iota.readme.io — 2017 9-10 —
2017-07-10 – p.69/76
IoT TX TX (DAG) TX Tangle — 2017 9-10 —
2017-07-10 – p.70/76
IoT (IOTA) DAG ( ) DAG — 2017 9-10 —
2017-07-10 – p.71/76
( ) — 2017 9-10 — 2017-07-10 – p.72/76
6. : ( ) — 2017 9-10 — 2017-07-10 –
p.73/76
7. — 2017 9-10 — 2017-07-10 – p.74/76
5. 2017 7 15 ( ) 17:59 JST Course N@vi
— 2017 9-10 — 2017-07-10 – p.75/76
— 2017 9-10 — 2017-07-10 – p.76/76