SlideShare uma empresa Scribd logo
1 de 139
Baixar para ler offline
1 / 139
Blockchain
FinTech & Cryptocurrency
Eueung Mulyana
https://telematika.org/remark/blockchain1
Part #1 | CC BY-SA
Outline
FinTech - Introduction
Cryptocurrency - Overview
Selected Topics/Terms
Getting Started
2 / 139
Introduction
FinTech
3 / 139
4 / 139
Topics
Digital Currency
FinTech Basics
Landscape & Trends
Local Players
The Money Flower : A Taxonomy of Money
Ref: [@Stanjourdan] 5 / 139
6 / 139
Digital
Currency
Digital Currency (a.k.a. Digital Money or
Electronic Currency/Money) is a type of
currency available only in digital form, not in
physical (such as banknotes and coins).
It exhibits properties similar to physical currencies, but allows
for instantaneous transactions and borderless transfer-of-
ownership.
Global Money Supply: More than 90% of the currency in the world is digital, that is, money held or traded in it's
non-physical form. Ref: [The Money Project] 7 / 139
8 / 139
Digital
Currency
Most of the traditional money supply
is bank money held on computers.
This is also considered digital
currency.
One could argue that our increasingly cashless society
means that all currencies are becoming digital
("electronic money"), but they are not presented to us
as such. Cf. [Digital currency]
Cryptocurrency
A special kind of digital currency. The most
popular Cryptocurrency is Bitcoin.
"Crypto" refers to the cryptographic method used in the
currency to secure transactions and create new unit of the
currency.
This kind of digital money is a revolutionary technology that
allows people or institutions to transfer funds instantly, securely
and without a middleman.
9 / 139
Bene ts
Non-Traditional Digital Currency
Ref: [5 Ways Digital Currencies will Change the World
| Susan Athey]
1. Faster, Cheaper Bank Transfers
2. A Boost to Global Remittances
3. Safe Money for the Poor
4. Unleashing the Potential of e-Commerce
5. Programmable Money and Smart
Contracts
International bank transfers can take up to a week. By using digital currency, bank
transfers could be made instantly, cheaply and safely.
Using digital currency, users can send money directly to their families via mobile phone,
eliminating transfer fees that often run up to 10% or more.
10 / 139
Possible
Risks
A New Battlefront
New record-keeping and payments systems
create huge cybersecurity issues, from theft
to hacking.
Cryptocurrencies like Bitcoin are volatile, because their value is
based on supply and demand. And the supply is determined by
a computer code, not a central bank.
11 / 139
Topics
Digital Currency
FinTech Basics
Landscape & Trends
Local Players
Growth of FinTech Investments Since 2000 | Ref: [IOSCO 2017] 12 / 139
13 / 139
The term Financial Technologies or FinTech
is used to describe a variety of innovative
business models and emerging
technologies that have the potential to
transform the nancial services industry.
Financial Technology describes tech-enabled products and
services that improve traditional nancial services.
14 / 139
Innovative FinTech Business
Models
o er one or more speci c nancial products or services in
an automated fashion through the use of the internet.
unbundle the di erent nancial services traditionally
o ered by service providers -- incumbent banks, brokers or
investment managers.
Examples
Equity crowdfunding platforms intermediate share placements
Peer-to-peer lending platforms intermediate or sell loans
Robo-advisers provide automated investment advice
Social trading platforms o er brokerage and investing services
15 / 139
Emerging Technologies
Cryptography
Big-Data
Machine Learning/ Arti cial Intelligence
Distributed Ledger Technologies (DLTs)
Such emerging technologies can be used to supplement both FinTech new entrants and
traditional incumbents, and carry the potential to materially change the nancial services
industry.
Major Technologies Transforming Financial Services | Ref: [Fintech and Financial Services - IMF] 16 / 139
17 / 139
Unbundling the Banking Business Model | Ref: [CBInsights, Adaptive Lab] 18 / 139
19 / 139
FinTech has Changed the
Competitive Landscape
Since the 2008 Financial Crisis, FinTech
startups have targeted single underserved
nancial products with better UI, digital
marketing, and services that cater to shifting
customer demands.
Ref: [Banks in Fintech]
20 / 139
Disruption
from Every
Direction
Challengers to the big banks now
range from PayPal, the granddaddy of
e-payments which spun o from eBay
(2015), to cryptocurrency companies
such as Coinbase. Ref: [IOSCO 2017]
21 / 139
Financial Inclusion
Digital currencies can become another convenient and safe form of payment and
savings in emerging markets where most citizens don't have bank accounts.
High unbanked population, weak consumer banks and high
mobile phone penetration make emerging markets ripe for
FinTech disruptions.
There are billions around the world without access to traditional nancial services.
Fintech innovations could be their chance to be included in the global digital
economy.
Participation in the nancial system can reduce income inequality, boost job creation,
and directly help the poor manage risk and absorb nancial shocks.
Ref: [The Fintech Revolution]
22 / 139
Possible Impacts
Fintech companies could wipe out as much as 60%
of bank pro ts.
Almost 2 million jobs ini banking will be lost,
especially in areas such as lending and payments,
where technology takes over human roles.
While it's di cult to predict how FinTech will play
out over the years, the game is most de nitely on.
Ref: [The Fintech Revolution]
23 / 139
Topics
Digital Currency
FinTech Basics
Landscape & Trends
Local Players
FinTech Landscape Mapped across 8 Categories | Ref: [IOSCO 2017] 24 / 139
FinTech - 10 Categories | Ref: [CBInsights] 25 / 139
26 / 139
FinTech Landscape - Selected Players | Ref: [VentureBeat] 27 / 139
28 / 139
29 / 139
There are more than 5,000 FinTech
startups in the world in 2016.
Cumulative funding into FinTech
start-ups: $127 B
Companies tracked: 10,993
Ref: [INSEAD, FinTech Control Tower]
25 FinTech Unicorns Valued at $75.9B | Ref: [CBInsights]
Global VC-backed ntech companies that notched a private market valuation of $1B+
30 / 139
2017 Sees 8 Fintech Unicorn Births
Global VC-backed ntech companies that notched a private market valuation of $1B+ in 2017
31 / 139
Financial Services Firms Invest Early in Blockchain | Ref: [CBInsights - Blockchain] 32 / 139
FinTech is no Longer a Niche Market | Ref: [Banks in FinTech]
FinTech Companies have attracted Millions of Customers (Since Respective Launch Date) 33 / 139
Annual Global FinTech Deals and Financing, 2013 - 2017 ($B) | Ref: [Fintech Trends] 34 / 139
35 / 139
FinTech Trends (2018)
Fintechs unbundling leads to rebundling
European ntechs will expand their global footprint
Banks forgo partnering in favor of ghting ntech with
ntech
Wealth management will become the hottest ntech sector
in China
Latin America and Southeast Asia will see strong ntech
growth
Banks deepen their partnerships with regtech
...
Ref: [CBInsights FinTech Trends 2018]
FinTech and Disruptive Entities | Ref: [PwC Report] 36 / 139
37 / 139
FinTech has evolved from startups that want
to take on and beat incumbents, to a
broader ecosystem of di erent businesses
looking in many cases for partnerships.
FinTech startups don't just need capital, they need customers.
At the same time, incumbents need new approaches to drive
change and deliver innovation.
Innovation is also coming from outside nancial services and
being driven by a variety of sources including tech companies,
e-retailers, and social media platforms.
38 / 139
Topics
Digital Currency
FinTech Basics
Landscape & Trends
Local Players
Landscape - Payment | Ref: [Dailysocial] 39 / 139
Landscape - Deposit & Lending | Ref: [Dailysocial] 40 / 139
Landscape - Others 41 / 139
42 / 139
188 - 196 (est.)
Number of Indonesian FinTech Players
2017 (incl. non-AFTECH)
109
Registered AFTECH Members 2017
Ref: [Dailysocial]
List of Disclosed ID FinTech Investment | Ref: [Dailysocial] 43 / 139
List of Disclosed ID FinTech Investment | Ref: [Dailysocial] 44 / 139
45 / 139
46 / 139
Go-Jek
Total Funding
$1.8 Billion
Select Investors
Sequoia Capital, Tencent, Google,
Temasek, DST Global, Warburg Pincus,
KKR, Meituan-Dianping
47 / 139
Go-Jek
50% of Go-Jek's 16M-18M active users
use Go-Jek's payment gateway Go-Pay
for transactions 3-4 times a day.
48 / 139
49 / 139
Indodax (Bitcoin Indonesia)
Tokenomy
TokoCrypto
Triv
Pundi X
Digiro.in
IBN
Blockchain Zoo
Blocktech
50 / 139
Overview
Cryptocurrency
51 / 139
52 / 139
53 / 139
Topics
Bitcoin
Cryptocurrency
Altcoins
Ethereum
54 / 139
55 / 139
56 / 139
The 2008 nancial crisis caused a lot of people to lose trust in
banks as trusted third parties. Many questioned whether
banks were the best guardians of the global nancial system.
Bad investment decisions by major banks had proved
catastrophic, with rippling consequences.
Bitcoin - also proposed in 2008 -
presented something of an alternative.
57 / 139
Bitcoin made digital transactions possible without a "trusted
intermediary". The technology allowed this to happen at scale,
globally, with cryptography doing what institutions like
commercial banks, nancial regulators, and central banks used
to do: verify the legitimacy of transactions and safeguard the
integrity of the underlying asset.
Bitcoin is a decentralized, public ledger. There is no trusted
third party controlling the ledger. Anyone with bitcoin can
participate in the network, send and receive bitcoin, and even
hold a copy of this ledger if they want to. In that sense, the
ledger is "trustless" and transparent.
58 / 139
Bitcoin
The rst cryptocurrency
Created by Satoshi Nakamoto in 2009
Open source
Considered the reserve currency of the cryptocurrency
world
Lifetime supply of only 21M coins, of which likely about
30% are already lost
Ref: [J. Wong]
59 / 139
Bitcoin
Bitcoin is a decentralized, public ledger. This ledger is known as a blockchain. There is no
trusted third party controlling the Bitcoin blockchain. Instead, anyone can read it, write to
it, and hold a copy.
The Bitcoin blockchain tracks a single asset: bitcoin. The
blockchain has rules, one of which states that there will only
ever be 21M bitcoin. All participants must agree to Bitcoin's
rules in order to use it.
Ref: [CBInsights]
60 / 139
Bitcoin
Because anyone can read it and write to it, Bitcoin needs a
method to establish consensus among untrusted nodes. It
solves this problem via clever economics:
Incentive: The rst miner to verify transactions and devote immense computing
power to secure the blockchain can append a block of transactions to the chain of
previous blocks. This miner is rewarded with bitcoin, and the race starts over every
ten minutes.
Disincentive: Bad actors are dissuaded from attacking the blockchain, because it's
e ectively a money-losing proposition.
Ref: [CBInsights]
61 / 139
Topics
Bitcoin
Cryptocurrency
Altcoins
Ethereum
Fiat Money vs. Cryptocurrency 62 / 139
63 / 139
64 / 139
65 / 139
Digital asset for value exchange
Decentralized control (no central bank)
Uses cryptography for:
Securing transactions
Controlling creation of additional units
Verifying the transfer of assets
Most are built on a technology called blockchain, which is a
public, immutable, distributed ledger of all transactions
Bene ts
66 / 139
67 / 139
#1Desentralized
Traditional money is controlled by banks and governments -
which makes it a "centralized" currency.
Crypto (eg. Bitcoin) is not controlled or
regulated by any single entity like a bank -
which makes it a "decentralized" currency.
Having no banks in control makes sending and receiving money
cheaper, faster, and easier.
Ref: [upfolio.com]
68 / 139
#2No Counterfeit
Money
Paper currencies, credit cards, and checks can be counterfeit.
Crypto solves the Double Spend Problem
which means criminals cannot create fake
cryptos. Counterfeiting is (almost)
impossible.
Counterfeit traditional money is very common. In the U.S. alone it is estimated that
between $70 and $200 million in counterfeit bills are in circulation. That's up to 1 out of
every 4,000 real bills. You won't have to pay those high fees for fraud protection either!
Ref: [upfolio.com]
69 / 139
#3Limited Supply
Traditional money is created by governments in unlimited
quantities. They print more constantly, which decreases the
value over time.
Cryptos' supply is usually limited. Why? It's
designed to be scarce so that it increases in
value over time.
A constantly increasing supply of money creates something called in ation. This means
that the money you are holding is worth a little less every day. If you're working hard and
trying to save up, that's bad. It's why an ice cream was $0.05 in 1950, but is $5.00 today
traditional money keeps losing value. Crypto's limited supply creates the opposite e ect,
called de ation.
Ref: [upfolio.com]
70 / 139
#4Divisible
Old fashioned money can be spent only in amounts as small as
a single cent (ie. up to 2 decimal places). Crypto is highly
divisible because its value is designed to increase over time
(through de ation).
This divisibility means you can spend very small amounts of a coin. So basically, an ice
cream cone may cost 0.001 coins today, but in the future it may cost 0.00000010 coins, if
coin's value rises even more.
Crypto's high divisibility is useful eg. for microtransactions.
These are very small payments used for digital goods and
services. Microtransactions are something traditional money
can't do, because cents are not divisible enough and therefore
too big for very small purchases.
Ref: [upfolio.com]
71 / 139
#5Security
Cryptocurrency uses cryptography to securely send payments.
Hence the name. Cryptography is a technology that protects
information through complex math functions.
Cryptocurrencies use strong cryptography to
protect your account and let you securely
send money.
Note that security is a highly-dynamic multi-dimensional aspect ie. cryptography alone is
not enough to de ne actual level of security.
Ref: [upfolio.com]
72 / 139
Topics
Bitcoin
Cryptocurrency
Altcoins
Ethereum
73 / 139
Altcoins
 
Alternative Coins
Coins that were created after Bitcoin.
Because Bitcoin's code is open-source, anyone can use Bitcoin's
code to create an altcoin. Many of them seek to improve on
Bitcoin or expand its capabilities.
Altcoins use di erent rules and engage with other economic
models.
74 / 139
Cryptocurrencies focus on di erent goals, but almost all shared the original purpose of
removing middlemen.
Some of the most popular cryptocurrencies include Ethereum, Ripple, Litecoin, Dash,
NEO, Monero, and IOTA. The list grows constantly, because new cryptocurrencies are
created all the time.
Anybody is allowed to create their own cryptocurrency. In fact,
there are already over 1,500 di erent ones, and that number is
growing quickly. People are developing new cryptocurrencies
for fun, to solve problems, and to make money.
Because anybody with some technical skills can make them, it's important to know that
some cryptocurrencies are more trustworthy than others.
Ref: [upfolio.com]
Cryptocurrencies | Examples |Ref: [J. Wong] 75 / 139
Cryptocurrencies | Examples |Ref: [J. Wong] 76 / 139
Cryptocurrency | Top 10
77 / 139
Cryptocurrency | Bitcoin
78 / 139
Cryptocurrency | Ethereum
79 / 139
80 / 139
Cryptocurrency | Top 5 81 / 139
Comparison | 11/08/2017 82 / 139
83 / 139
Topics
Bitcoin
Cryptocurrency
Altcoins
Ethereum
84 / 139
Ethereum
E ectively, Bitcoin is a decentralized application for payments.
Ethereum adds another layer by allowing users to put code on
its blockchain that executes automatically. This code is called a
"Smart Contract". In this way, Ethereum hopes to create a
decentralized computing platform - a global supercomputer.
Ref: [CBInsights]
Ethereum | Model/Stack
Ref: [Blockchainhub] 85 / 139
Bitcoin | Model/Stack (Extended)
Ref: [Blockchainhub] 86 / 139
87 / 139
Ethereum is a decentralized platform
that runs smart contracts.
Ethereum allows participants to execute complex code (smart
contracts) on its ledger.
Ethereum uses a blockchain to track a
cryptocurrency called "ether". Users spend
ether to run programs on the Ethereum
platform.
Ethereum is also a construction set for building decentralized
applications. Instead of building their own blockchains from
scratch, developers can use Ethereum's blockchain.
88 / 139
Some decentralized applications attacking di erent verticals. Ref: [CBInsights]
Many of these are building on top of Ethereum. 89 / 139
Selected Topics / Terms
90 / 139
91 / 139
Token
Native Tokens
App Tokens
Utility Tokens
A unit of value for a blockchain system.
Tokens can be used for payment, access,
voting, and facilitating the overall blockchain
infrastructure.
Most tokens are based on Ethereum.
bitcoin is a token that provides ownership of a unit of account
on the Bitcoin ledger (BC). It is impossible to participate in the
Bitcoin ledger without owning bitcoin; bitcoin is the network's
exclusive means of exchange. In this sense, bitcoin isn't a
security, but utility within a network.
92 / 139
Hash
Hash Function
Hash Value
Hash Rate
SHA-256
A hash function is any function that can be used to map data of
arbitrary size to data of xed size. The values returned by a hash
function are called hash values, hash codes, digests, signatures,
or simply hashes.
Hash Rate/Power. The number of hash computations per unit time that can be
performed by a mining hardware. The rate determines their mining e ectiveness and
pro t.
SHA 256. SHA-256 is a member of the SHA-2 (Secure Hash
Algorithm 2) cryptographic hash functions. Digest is 32 Byte
(256 bits) long. Bitcoin mining uses SHA-256 as the Proof of
Work algorithm. SHA-256 is also used in the creation of bitcoin
addresses to improve security and privacy.
93 / 139
Mining
Mining Pool
Mining Reward
Mining Rig
The process by which transactions get veri ed, bundled, and
added to the Blockchain. It's an essential part of any
cryptocurrency, because it processes all transactions.
Mining Pool. A group of people or organizations who come together to pool and share
their computer resources for cryptocurrency mining. They then also split the rewards.
Mining Reward. The payment resulting from volunteering
computer resources to process cryptocurrency transactions.
Mining rewards are often a mix of new coins and transaction
fees.
Mining Rig. A computer setup that's specially designed for mining a cryptocurrency. Often
involves multiple graphic cards (GPUs) or other complicated setups for maximum
e ciency.
BTC Mining Farm | Ref: [Bitcoin.com] 94 / 139
BTC Mining Farm | Ref: [Bitcoin.com] 95 / 139
Antminer S9 | Ref: [Bitmain.com]
96 / 139
Mining Pool 97 / 139
Mining Pool 98 / 139
Mining Calculator 99 / 139
100 / 139
101 / 139
102 / 139
Bitcoin ATM 103 / 139
PundiX POS
104 / 139
105 / 139
Consensus
Consensus Point
An automated mechanism that allows
blockchain participants to agree on which
transactions happened and in which order.
Consensus Point. A point in time when blockchain participants
agree on which transactions happened and in which order. Can
be based on a time interval or based on a volume of
transactions.
106 / 139
PoW
Proof of Work
Bitcoin uses a Proof of Work scheme to
create distributed trustless consensus and
solve the double-spend problem.
Proof of Work is a requirement that mining be performed.
Miners proof that they did that computational work by nding
the solution of a math puzzle known as PoW problem.
All the network miners compete to be the rst to nd a solution for the mathematical
problem that concerns the candidate block, a problem that cannot be solved in other
ways than through brute force so that essentially requires a huge number of attempts. A
reward (new coins) is given to the rst miner who solves each blocks problem.
107 / 139
PoW
Proof of Work
From a technical point of view, mining process is an
operation of inverse hashing: it determines a number
(nonce), so the cryptographic hash algorithm of block
data results in less than a given threshold.
A Proof of Work is a piece of data which is di cult (costly, time-
consuming) to produce but easy for others to verify and which
satis es certain requirements. Producing a PoW can be a
random process with low probability so that a lot of trial and
error is required on average before a valid proof of work is
generated. Bitcoin uses the Hashcash PoW system.
In order for a block to be accepted by network participants, miners must complete a PoW
which covers all of the data in the block. The di culty of this work is adjusted so as to
limit the rate at which new blocks can be generated by the network to one every 10
minutes (Bitcoin).
Due to the very low probability of successful generation, this makes it unpredictable
which worker computer in the network will be able to generate the next block.
108 / 139
PoS
Proof of Stake
In a distributed consensus-based on the PoW, miners
need a lot of energy. One Bitcoin transaction required
the same amount of electricity as powering 1.57
American households for one day (data from 2015).
And these energy costs are paid with at currencies,
leading to a constant downward pressure on the
digital currency value.
In a PoS scheme, the creator of a new block
is chosen in a deterministic way, depending
on its wealth, also de ned as stake.
All the digital currencies are previously created in the
beginning, and their number never changes. This means that in
the PoS system there is no block reward and the miners take
the transaction fees. This is why, in fact, in this PoS system
miners are called forgers, instead.
Getting Started
109 / 139
Transaction via Middleman | Image: [upfolio.com] 110 / 139
P2P Transaction 111 / 139
P2P Transaction 112 / 139
Global P2P Transaction 113 / 139
114 / 139
Software
Wallets
Testnet
Bitcoin
Electrum - PC/Desktop Wallet
Mycelium - Mobile/Android Wallet
Test - Scenario | #1 115 / 139
116 / 139
Electrum
Testnet
[Desktop Entry]
Comment=Lightweight Bitcoin Client
Exec=sh -c 'PATH="$HOME/.local/bin:$PATH" electrum --testnet %u'
GenericName[en_US]=Bitcoin Wallet
GenericName=Bitcoin Wallet
Icon=electrum
Name[en_US]=Electrum Bitcoin Testnet
Name=Electrum Bitcoin Wallet
Categories=Finance;Network;
StartupNotify=false
Terminal=false
Type=Application
MimeType=x-scheme-handler/bitcoin;
Actions=Testnet;
[Desktop Action Testnet]
Exec=sh -c 'PATH="$HOME/.local/bin:$PATH" electrum --testnet %u'
Name=Testnet mode
Electrum | Wallet Address 117 / 139
Faucet #1 | BTC TestNet by @ yingkiwi 118 / 139
Faucet #2 | coinfaucet.eu 119 / 139
History | Uncon rmed Transaction 120 / 139
History | Con rmed Transaction 121 / 139
Electrum | Coins View 122 / 139
Block Explorer | Transaction
123 / 139
{
"ver":1,
"inputs":[
{
"sequence":4294967295,
"witness":"02483045022100aad92c662f0369abc4cdf4ebb90c7cb29811249c2bd5fbb4637ca0c95628
"prev_out":{
"spent":true,
"tx_index":195484734,
"type":0,
"addr":"2MwsqxQxAnU1PB7eTuCjBDHAeYgxKhZvVUY",
"value":3320738522,
"n":1,
"script":"a91432cd808b9353756c63ddfec269c386237bab898f87"
},
"script":"160014c5277e82a71d090bf196638100cee37eebbc44c2"
}
],
"weight":670,
"block_height":1291812,
"relayed_by":"0.0.0.0",
"out":[
{
"spent":true,
"tx_index":195490461,
"type":0,
"addr":"myd2PyqaW2U1FnEhYXBBZ42fuXmxhmeYqF",
"value":65000000,
"n":0,
"script":"76a914c6982f286dff7d9ace75e6469fcafbedd89fc1f088ac"
},
{
"spent":true,
"tx_index":195490461,
"type":0,
"addr":"2N6m5i5S8z1Wgfr9bSXQBhFFGQaTAqDQs33",
"value":3255638522,
"n":1,
"script":"a914943f33e5dca35777b8e6974b75406182a2c9446187"
}
],
124 / 139
Transaction
JSON
Block Explorer | Block View
125 / 139
Test - Scenario | #2 126 / 139
Mycelium 127 / 139
Mycelium Testnet on Android 128 / 139
Faucet #1 129 / 139
Test - Scenario | #3 130 / 139
Electrum | Send Coins 131 / 139
Electrum | Send Coins 132 / 139
Electrum | Send Coins 133 / 139
History | Waiting for Con rmations 134 / 139
Balance | Transactions 135 / 139
Transaction Details 136 / 139
Refs/Resources
137 / 139
Refs/Resources
1. Discover Bitcoin, Ethereum & Blockchain @Upfolio
2. Machine Intelligence Platform @CBInsights
3. Mastering Bitcoin 2nd Edition - Programming the Open
Blockchain
+Many others cited in-context (on resp. slides).
138 / 139
139 / 139
ENDEueung Mulyana
https://telematika.org/remark/blockchain1
Part #1 | CC BY-SA

Mais conteúdo relacionado

Mais procurados

FinTech: Digital Innovation in the Financial Industry
FinTech: Digital Innovation in the Financial IndustryFinTech: Digital Innovation in the Financial Industry
FinTech: Digital Innovation in the Financial IndustryJean-Michel Pailhon
 
Blockchain in Banking, Business and Beyond
Blockchain in Banking, Business and BeyondBlockchain in Banking, Business and Beyond
Blockchain in Banking, Business and BeyondMichael Novak
 
Crypto currencies presentation by Dr. Andre Gholam
Crypto currencies presentation by Dr. Andre GholamCrypto currencies presentation by Dr. Andre Gholam
Crypto currencies presentation by Dr. Andre GholamPMILebanonChapter
 
FinTech and the Future of Finance
FinTech and the Future of FinanceFinTech and the Future of Finance
FinTech and the Future of FinanceRobin Teigland
 
Fintech Overview and Growth Drivers
Fintech Overview and Growth DriversFintech Overview and Growth Drivers
Fintech Overview and Growth DriversRatnakar Pandey
 
Blockchain in banking sector
Blockchain in banking sectorBlockchain in banking sector
Blockchain in banking sectorDjax technologies
 
Introduction to Decentralized Finance (DeFi)
Introduction to Decentralized Finance (DeFi)Introduction to Decentralized Finance (DeFi)
Introduction to Decentralized Finance (DeFi)101 Blockchains
 
An Introduction to Blockchain Technology
An Introduction to Blockchain Technology An Introduction to Blockchain Technology
An Introduction to Blockchain Technology Niuversity
 
Fintech startup landscape
Fintech startup landscapeFintech startup landscape
Fintech startup landscapeAayush Gupta
 
How does blockchain work
How does blockchain workHow does blockchain work
How does blockchain workShishir Aryal
 
Understanding blockchain
Understanding blockchainUnderstanding blockchain
Understanding blockchainPriyab Satoshi
 
Investing in the Security Token Ecosystem
Investing in the Security Token EcosystemInvesting in the Security Token Ecosystem
Investing in the Security Token EcosystemRemi Gai
 
An Overview of Stablecoin
An Overview of StablecoinAn Overview of Stablecoin
An Overview of Stablecoin101 Blockchains
 
Blockchain Study(1) - What is Blockchain?
Blockchain Study(1) - What is Blockchain?Blockchain Study(1) - What is Blockchain?
Blockchain Study(1) - What is Blockchain?Fermat Jade
 

Mais procurados (20)

FinTech: Digital Innovation in the Financial Industry
FinTech: Digital Innovation in the Financial IndustryFinTech: Digital Innovation in the Financial Industry
FinTech: Digital Innovation in the Financial Industry
 
Fintech
FintechFintech
Fintech
 
Blockchain in Banking, Business and Beyond
Blockchain in Banking, Business and BeyondBlockchain in Banking, Business and Beyond
Blockchain in Banking, Business and Beyond
 
Fintech overview slideshare
Fintech overview slideshareFintech overview slideshare
Fintech overview slideshare
 
Crypto currencies presentation by Dr. Andre Gholam
Crypto currencies presentation by Dr. Andre GholamCrypto currencies presentation by Dr. Andre Gholam
Crypto currencies presentation by Dr. Andre Gholam
 
FinTech and the Future of Finance
FinTech and the Future of FinanceFinTech and the Future of Finance
FinTech and the Future of Finance
 
Fintech.
Fintech.Fintech.
Fintech.
 
Fintech Overview and Growth Drivers
Fintech Overview and Growth DriversFintech Overview and Growth Drivers
Fintech Overview and Growth Drivers
 
Blockchain in banking sector
Blockchain in banking sectorBlockchain in banking sector
Blockchain in banking sector
 
Introduction to Decentralized Finance (DeFi)
Introduction to Decentralized Finance (DeFi)Introduction to Decentralized Finance (DeFi)
Introduction to Decentralized Finance (DeFi)
 
An Introduction to Blockchain Technology
An Introduction to Blockchain Technology An Introduction to Blockchain Technology
An Introduction to Blockchain Technology
 
Banking and fintech
Banking and fintechBanking and fintech
Banking and fintech
 
Fintech 2021: Overview and Applications
Fintech 2021: Overview and Applications  Fintech 2021: Overview and Applications
Fintech 2021: Overview and Applications
 
Fintech startup landscape
Fintech startup landscapeFintech startup landscape
Fintech startup landscape
 
How does blockchain work
How does blockchain workHow does blockchain work
How does blockchain work
 
Understanding blockchain
Understanding blockchainUnderstanding blockchain
Understanding blockchain
 
Investing in the Security Token Ecosystem
Investing in the Security Token EcosystemInvesting in the Security Token Ecosystem
Investing in the Security Token Ecosystem
 
Blockchain
BlockchainBlockchain
Blockchain
 
An Overview of Stablecoin
An Overview of StablecoinAn Overview of Stablecoin
An Overview of Stablecoin
 
Blockchain Study(1) - What is Blockchain?
Blockchain Study(1) - What is Blockchain?Blockchain Study(1) - What is Blockchain?
Blockchain Study(1) - What is Blockchain?
 

Semelhante a FinTech & Cryptocurrency Introduction

The Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdf
The Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdfThe Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdf
The Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdfAnil
 
Financial Technology (Fintech)
Financial Technology (Fintech)Financial Technology (Fintech)
Financial Technology (Fintech)Chintu@life
 
RA_WhitePaper_RisksRewards_Rollins_2 15 16
RA_WhitePaper_RisksRewards_Rollins_2 15 16RA_WhitePaper_RisksRewards_Rollins_2 15 16
RA_WhitePaper_RisksRewards_Rollins_2 15 16Nita Rollins, Ph.D.
 
Cryptocurrencies, Blockchain & Smart Contracts: The New Wave of Decentralizat...
Cryptocurrencies, Blockchain & Smart Contracts:The New Wave of Decentralizat...Cryptocurrencies, Blockchain & Smart Contracts:The New Wave of Decentralizat...
Cryptocurrencies, Blockchain & Smart Contracts: The New Wave of Decentralizat...Raffaele Mauro
 
Study on The Impact And Social Implications of Fintech
Study on The Impact And Social Implications of FintechStudy on The Impact And Social Implications of Fintech
Study on The Impact And Social Implications of FintechIRJET Journal
 
Newsletter Technology Global M&A Partners 2017
Newsletter Technology Global M&A Partners 2017Newsletter Technology Global M&A Partners 2017
Newsletter Technology Global M&A Partners 2017Vincent Vidoudez
 
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdf
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdfCRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdf
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdfOliviaThomas57
 
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptx
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptxCRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptx
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptxOliviaThomas57
 
Saunders 8e ppt_chapter19
Saunders 8e ppt_chapter19Saunders 8e ppt_chapter19
Saunders 8e ppt_chapter19Dr. Muath Asmar
 
Emerging-opportunities-in-the-FINTECH-Space.pptx
Emerging-opportunities-in-the-FINTECH-Space.pptxEmerging-opportunities-in-the-FINTECH-Space.pptx
Emerging-opportunities-in-the-FINTECH-Space.pptxMusibau Taiwo Lasisi
 
The disruptive-power-of-virtual-currency
The disruptive-power-of-virtual-currencyThe disruptive-power-of-virtual-currency
The disruptive-power-of-virtual-currencyAranca
 
The disruptive power of virtual currency
The disruptive power of virtual currencyThe disruptive power of virtual currency
The disruptive power of virtual currencyAranca
 
The Disruptive Power Of Virtual Currency
The Disruptive Power Of Virtual CurrencyThe Disruptive Power Of Virtual Currency
The Disruptive Power Of Virtual CurrencyAranca
 
Financial Technology: Insights into an Exploding Industry
Financial Technology: Insights into an Exploding IndustryFinancial Technology: Insights into an Exploding Industry
Financial Technology: Insights into an Exploding IndustryCory Brooks
 
DWS16 - Fintech forum - Alexis Collomb, CNAM
DWS16 - Fintech forum - Alexis Collomb, CNAMDWS16 - Fintech forum - Alexis Collomb, CNAM
DWS16 - Fintech forum - Alexis Collomb, CNAMIDATE DigiWorld
 
Finance Monthly Article 6-2015
Finance Monthly Article 6-2015Finance Monthly Article 6-2015
Finance Monthly Article 6-2015Thomas Samuelson
 

Semelhante a FinTech & Cryptocurrency Introduction (20)

The Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdf
The Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdfThe Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdf
The Rise of FinTech_ How Is It Revolutionizing The Future of Finance_.pdf
 
Financial Technology (Fintech)
Financial Technology (Fintech)Financial Technology (Fintech)
Financial Technology (Fintech)
 
RA_WhitePaper_RisksRewards_Rollins_2 15 16
RA_WhitePaper_RisksRewards_Rollins_2 15 16RA_WhitePaper_RisksRewards_Rollins_2 15 16
RA_WhitePaper_RisksRewards_Rollins_2 15 16
 
Cryptocurrencies, Blockchain & Smart Contracts: The New Wave of Decentralizat...
Cryptocurrencies, Blockchain & Smart Contracts:The New Wave of Decentralizat...Cryptocurrencies, Blockchain & Smart Contracts:The New Wave of Decentralizat...
Cryptocurrencies, Blockchain & Smart Contracts: The New Wave of Decentralizat...
 
Fin-Tech
Fin-TechFin-Tech
Fin-Tech
 
EBU1063.pdf
EBU1063.pdfEBU1063.pdf
EBU1063.pdf
 
Study on The Impact And Social Implications of Fintech
Study on The Impact And Social Implications of FintechStudy on The Impact And Social Implications of Fintech
Study on The Impact And Social Implications of Fintech
 
Newsletter Technology Global M&A Partners 2017
Newsletter Technology Global M&A Partners 2017Newsletter Technology Global M&A Partners 2017
Newsletter Technology Global M&A Partners 2017
 
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdf
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdfCRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdf
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pdf
 
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptx
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptxCRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptx
CRYPTOCURRENCY TO REVOLUTIONIZE FINANCIAL SERVICE INDUSTRY.pptx
 
Saunders 8e ppt_chapter19
Saunders 8e ppt_chapter19Saunders 8e ppt_chapter19
Saunders 8e ppt_chapter19
 
Emerging-opportunities-in-the-FINTECH-Space.pptx
Emerging-opportunities-in-the-FINTECH-Space.pptxEmerging-opportunities-in-the-FINTECH-Space.pptx
Emerging-opportunities-in-the-FINTECH-Space.pptx
 
Presentation11.pptx
Presentation11.pptxPresentation11.pptx
Presentation11.pptx
 
The disruptive-power-of-virtual-currency
The disruptive-power-of-virtual-currencyThe disruptive-power-of-virtual-currency
The disruptive-power-of-virtual-currency
 
The disruptive power of virtual currency
The disruptive power of virtual currencyThe disruptive power of virtual currency
The disruptive power of virtual currency
 
The Disruptive Power Of Virtual Currency
The Disruptive Power Of Virtual CurrencyThe Disruptive Power Of Virtual Currency
The Disruptive Power Of Virtual Currency
 
Financial Technology: Insights into an Exploding Industry
Financial Technology: Insights into an Exploding IndustryFinancial Technology: Insights into an Exploding Industry
Financial Technology: Insights into an Exploding Industry
 
OUR M&A PERSPECTIVE ON THE GLOBAL FINTECH SECTOR
OUR M&A PERSPECTIVE ON THE GLOBAL FINTECH SECTOROUR M&A PERSPECTIVE ON THE GLOBAL FINTECH SECTOR
OUR M&A PERSPECTIVE ON THE GLOBAL FINTECH SECTOR
 
DWS16 - Fintech forum - Alexis Collomb, CNAM
DWS16 - Fintech forum - Alexis Collomb, CNAMDWS16 - Fintech forum - Alexis Collomb, CNAM
DWS16 - Fintech forum - Alexis Collomb, CNAM
 
Finance Monthly Article 6-2015
Finance Monthly Article 6-2015Finance Monthly Article 6-2015
Finance Monthly Article 6-2015
 

Mais de Eueung Mulyana

Hyper-Connectivity and Data Proliferation - Ecosystem Perspective
Hyper-Connectivity and Data Proliferation - Ecosystem PerspectiveHyper-Connectivity and Data Proliferation - Ecosystem Perspective
Hyper-Connectivity and Data Proliferation - Ecosystem PerspectiveEueung Mulyana
 
Industry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated World
Industry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated WorldIndustry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated World
Industry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated WorldEueung Mulyana
 
Blockchain Introduction
Blockchain IntroductionBlockchain Introduction
Blockchain IntroductionEueung Mulyana
 
Bringing Automation to the Classroom: A ChatOps-Based Approach
Bringing Automation to the Classroom: A ChatOps-Based ApproachBringing Automation to the Classroom: A ChatOps-Based Approach
Bringing Automation to the Classroom: A ChatOps-Based ApproachEueung Mulyana
 
Open Source Networking Overview
Open Source Networking OverviewOpen Source Networking Overview
Open Source Networking OverviewEueung Mulyana
 
ONOS SDN Controller - Clustering Tests & Experiments
ONOS SDN Controller - Clustering Tests & Experiments ONOS SDN Controller - Clustering Tests & Experiments
ONOS SDN Controller - Clustering Tests & Experiments Eueung Mulyana
 
Open stack pike-devstack-tutorial
Open stack pike-devstack-tutorialOpen stack pike-devstack-tutorial
Open stack pike-devstack-tutorialEueung Mulyana
 
ONOS SDN Controller - Introduction
ONOS SDN Controller - IntroductionONOS SDN Controller - Introduction
ONOS SDN Controller - IntroductionEueung Mulyana
 
OpenDaylight SDN Controller - Introduction
OpenDaylight SDN Controller - IntroductionOpenDaylight SDN Controller - Introduction
OpenDaylight SDN Controller - IntroductionEueung Mulyana
 
Android Programming Basics
Android Programming BasicsAndroid Programming Basics
Android Programming BasicsEueung Mulyana
 
Cloud Computing: Overview and Examples
Cloud Computing: Overview and ExamplesCloud Computing: Overview and Examples
Cloud Computing: Overview and ExamplesEueung Mulyana
 
selected input/output - sensors and actuators
selected input/output - sensors and actuatorsselected input/output - sensors and actuators
selected input/output - sensors and actuatorsEueung Mulyana
 
Connected Things, IoT and 5G
Connected Things, IoT and 5GConnected Things, IoT and 5G
Connected Things, IoT and 5GEueung Mulyana
 
Connectivity for Local Sensors and Actuators Using nRF24L01+
Connectivity for Local Sensors and Actuators Using nRF24L01+Connectivity for Local Sensors and Actuators Using nRF24L01+
Connectivity for Local Sensors and Actuators Using nRF24L01+Eueung Mulyana
 
NodeMCU with Blynk and Firebase
NodeMCU with Blynk and FirebaseNodeMCU with Blynk and Firebase
NodeMCU with Blynk and FirebaseEueung Mulyana
 
Trends and Enablers - Connected Services and Cloud Computing
Trends and Enablers  - Connected Services and Cloud ComputingTrends and Enablers  - Connected Services and Cloud Computing
Trends and Enablers - Connected Services and Cloud ComputingEueung Mulyana
 
Digital Ecosystems - Connected Services and Cloud Computing
Digital Ecosystems - Connected Services and Cloud ComputingDigital Ecosystems - Connected Services and Cloud Computing
Digital Ecosystems - Connected Services and Cloud ComputingEueung Mulyana
 

Mais de Eueung Mulyana (20)

FGD Big Data
FGD Big DataFGD Big Data
FGD Big Data
 
Hyper-Connectivity and Data Proliferation - Ecosystem Perspective
Hyper-Connectivity and Data Proliferation - Ecosystem PerspectiveHyper-Connectivity and Data Proliferation - Ecosystem Perspective
Hyper-Connectivity and Data Proliferation - Ecosystem Perspective
 
Industry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated World
Industry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated WorldIndustry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated World
Industry 4.0 And Beyond The A.I* For Surviving A Tech-Accelerated World
 
Blockchain Introduction
Blockchain IntroductionBlockchain Introduction
Blockchain Introduction
 
Bringing Automation to the Classroom: A ChatOps-Based Approach
Bringing Automation to the Classroom: A ChatOps-Based ApproachBringing Automation to the Classroom: A ChatOps-Based Approach
Bringing Automation to the Classroom: A ChatOps-Based Approach
 
Open Source Networking Overview
Open Source Networking OverviewOpen Source Networking Overview
Open Source Networking Overview
 
ONOS SDN Controller - Clustering Tests & Experiments
ONOS SDN Controller - Clustering Tests & Experiments ONOS SDN Controller - Clustering Tests & Experiments
ONOS SDN Controller - Clustering Tests & Experiments
 
Open stack pike-devstack-tutorial
Open stack pike-devstack-tutorialOpen stack pike-devstack-tutorial
Open stack pike-devstack-tutorial
 
Basic onos-tutorial
Basic onos-tutorialBasic onos-tutorial
Basic onos-tutorial
 
ONOS SDN Controller - Introduction
ONOS SDN Controller - IntroductionONOS SDN Controller - Introduction
ONOS SDN Controller - Introduction
 
OpenDaylight SDN Controller - Introduction
OpenDaylight SDN Controller - IntroductionOpenDaylight SDN Controller - Introduction
OpenDaylight SDN Controller - Introduction
 
Mininet Basics
Mininet BasicsMininet Basics
Mininet Basics
 
Android Programming Basics
Android Programming BasicsAndroid Programming Basics
Android Programming Basics
 
Cloud Computing: Overview and Examples
Cloud Computing: Overview and ExamplesCloud Computing: Overview and Examples
Cloud Computing: Overview and Examples
 
selected input/output - sensors and actuators
selected input/output - sensors and actuatorsselected input/output - sensors and actuators
selected input/output - sensors and actuators
 
Connected Things, IoT and 5G
Connected Things, IoT and 5GConnected Things, IoT and 5G
Connected Things, IoT and 5G
 
Connectivity for Local Sensors and Actuators Using nRF24L01+
Connectivity for Local Sensors and Actuators Using nRF24L01+Connectivity for Local Sensors and Actuators Using nRF24L01+
Connectivity for Local Sensors and Actuators Using nRF24L01+
 
NodeMCU with Blynk and Firebase
NodeMCU with Blynk and FirebaseNodeMCU with Blynk and Firebase
NodeMCU with Blynk and Firebase
 
Trends and Enablers - Connected Services and Cloud Computing
Trends and Enablers  - Connected Services and Cloud ComputingTrends and Enablers  - Connected Services and Cloud Computing
Trends and Enablers - Connected Services and Cloud Computing
 
Digital Ecosystems - Connected Services and Cloud Computing
Digital Ecosystems - Connected Services and Cloud ComputingDigital Ecosystems - Connected Services and Cloud Computing
Digital Ecosystems - Connected Services and Cloud Computing
 

Último

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 

Último (20)

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 

FinTech & Cryptocurrency Introduction

  • 1. 1 / 139 Blockchain FinTech & Cryptocurrency Eueung Mulyana https://telematika.org/remark/blockchain1 Part #1 | CC BY-SA
  • 2. Outline FinTech - Introduction Cryptocurrency - Overview Selected Topics/Terms Getting Started 2 / 139
  • 4. 4 / 139 Topics Digital Currency FinTech Basics Landscape & Trends Local Players
  • 5. The Money Flower : A Taxonomy of Money Ref: [@Stanjourdan] 5 / 139
  • 6. 6 / 139 Digital Currency Digital Currency (a.k.a. Digital Money or Electronic Currency/Money) is a type of currency available only in digital form, not in physical (such as banknotes and coins). It exhibits properties similar to physical currencies, but allows for instantaneous transactions and borderless transfer-of- ownership.
  • 7. Global Money Supply: More than 90% of the currency in the world is digital, that is, money held or traded in it's non-physical form. Ref: [The Money Project] 7 / 139
  • 8. 8 / 139 Digital Currency Most of the traditional money supply is bank money held on computers. This is also considered digital currency. One could argue that our increasingly cashless society means that all currencies are becoming digital ("electronic money"), but they are not presented to us as such. Cf. [Digital currency] Cryptocurrency A special kind of digital currency. The most popular Cryptocurrency is Bitcoin. "Crypto" refers to the cryptographic method used in the currency to secure transactions and create new unit of the currency. This kind of digital money is a revolutionary technology that allows people or institutions to transfer funds instantly, securely and without a middleman.
  • 9. 9 / 139 Bene ts Non-Traditional Digital Currency Ref: [5 Ways Digital Currencies will Change the World | Susan Athey] 1. Faster, Cheaper Bank Transfers 2. A Boost to Global Remittances 3. Safe Money for the Poor 4. Unleashing the Potential of e-Commerce 5. Programmable Money and Smart Contracts International bank transfers can take up to a week. By using digital currency, bank transfers could be made instantly, cheaply and safely. Using digital currency, users can send money directly to their families via mobile phone, eliminating transfer fees that often run up to 10% or more.
  • 10. 10 / 139 Possible Risks A New Battlefront New record-keeping and payments systems create huge cybersecurity issues, from theft to hacking. Cryptocurrencies like Bitcoin are volatile, because their value is based on supply and demand. And the supply is determined by a computer code, not a central bank.
  • 11. 11 / 139 Topics Digital Currency FinTech Basics Landscape & Trends Local Players
  • 12. Growth of FinTech Investments Since 2000 | Ref: [IOSCO 2017] 12 / 139
  • 13. 13 / 139 The term Financial Technologies or FinTech is used to describe a variety of innovative business models and emerging technologies that have the potential to transform the nancial services industry. Financial Technology describes tech-enabled products and services that improve traditional nancial services.
  • 14. 14 / 139 Innovative FinTech Business Models o er one or more speci c nancial products or services in an automated fashion through the use of the internet. unbundle the di erent nancial services traditionally o ered by service providers -- incumbent banks, brokers or investment managers. Examples Equity crowdfunding platforms intermediate share placements Peer-to-peer lending platforms intermediate or sell loans Robo-advisers provide automated investment advice Social trading platforms o er brokerage and investing services
  • 15. 15 / 139 Emerging Technologies Cryptography Big-Data Machine Learning/ Arti cial Intelligence Distributed Ledger Technologies (DLTs) Such emerging technologies can be used to supplement both FinTech new entrants and traditional incumbents, and carry the potential to materially change the nancial services industry.
  • 16. Major Technologies Transforming Financial Services | Ref: [Fintech and Financial Services - IMF] 16 / 139
  • 18. Unbundling the Banking Business Model | Ref: [CBInsights, Adaptive Lab] 18 / 139
  • 19. 19 / 139 FinTech has Changed the Competitive Landscape Since the 2008 Financial Crisis, FinTech startups have targeted single underserved nancial products with better UI, digital marketing, and services that cater to shifting customer demands. Ref: [Banks in Fintech]
  • 20. 20 / 139 Disruption from Every Direction Challengers to the big banks now range from PayPal, the granddaddy of e-payments which spun o from eBay (2015), to cryptocurrency companies such as Coinbase. Ref: [IOSCO 2017]
  • 21. 21 / 139 Financial Inclusion Digital currencies can become another convenient and safe form of payment and savings in emerging markets where most citizens don't have bank accounts. High unbanked population, weak consumer banks and high mobile phone penetration make emerging markets ripe for FinTech disruptions. There are billions around the world without access to traditional nancial services. Fintech innovations could be their chance to be included in the global digital economy. Participation in the nancial system can reduce income inequality, boost job creation, and directly help the poor manage risk and absorb nancial shocks. Ref: [The Fintech Revolution]
  • 22. 22 / 139 Possible Impacts Fintech companies could wipe out as much as 60% of bank pro ts. Almost 2 million jobs ini banking will be lost, especially in areas such as lending and payments, where technology takes over human roles. While it's di cult to predict how FinTech will play out over the years, the game is most de nitely on. Ref: [The Fintech Revolution]
  • 23. 23 / 139 Topics Digital Currency FinTech Basics Landscape & Trends Local Players
  • 24. FinTech Landscape Mapped across 8 Categories | Ref: [IOSCO 2017] 24 / 139
  • 25. FinTech - 10 Categories | Ref: [CBInsights] 25 / 139
  • 27. FinTech Landscape - Selected Players | Ref: [VentureBeat] 27 / 139
  • 29. 29 / 139 There are more than 5,000 FinTech startups in the world in 2016. Cumulative funding into FinTech start-ups: $127 B Companies tracked: 10,993 Ref: [INSEAD, FinTech Control Tower]
  • 30. 25 FinTech Unicorns Valued at $75.9B | Ref: [CBInsights] Global VC-backed ntech companies that notched a private market valuation of $1B+ 30 / 139
  • 31. 2017 Sees 8 Fintech Unicorn Births Global VC-backed ntech companies that notched a private market valuation of $1B+ in 2017 31 / 139
  • 32. Financial Services Firms Invest Early in Blockchain | Ref: [CBInsights - Blockchain] 32 / 139
  • 33. FinTech is no Longer a Niche Market | Ref: [Banks in FinTech] FinTech Companies have attracted Millions of Customers (Since Respective Launch Date) 33 / 139
  • 34. Annual Global FinTech Deals and Financing, 2013 - 2017 ($B) | Ref: [Fintech Trends] 34 / 139
  • 35. 35 / 139 FinTech Trends (2018) Fintechs unbundling leads to rebundling European ntechs will expand their global footprint Banks forgo partnering in favor of ghting ntech with ntech Wealth management will become the hottest ntech sector in China Latin America and Southeast Asia will see strong ntech growth Banks deepen their partnerships with regtech ... Ref: [CBInsights FinTech Trends 2018]
  • 36. FinTech and Disruptive Entities | Ref: [PwC Report] 36 / 139
  • 37. 37 / 139 FinTech has evolved from startups that want to take on and beat incumbents, to a broader ecosystem of di erent businesses looking in many cases for partnerships. FinTech startups don't just need capital, they need customers. At the same time, incumbents need new approaches to drive change and deliver innovation. Innovation is also coming from outside nancial services and being driven by a variety of sources including tech companies, e-retailers, and social media platforms.
  • 38. 38 / 139 Topics Digital Currency FinTech Basics Landscape & Trends Local Players
  • 39. Landscape - Payment | Ref: [Dailysocial] 39 / 139
  • 40. Landscape - Deposit & Lending | Ref: [Dailysocial] 40 / 139
  • 41. Landscape - Others 41 / 139
  • 42. 42 / 139 188 - 196 (est.) Number of Indonesian FinTech Players 2017 (incl. non-AFTECH) 109 Registered AFTECH Members 2017 Ref: [Dailysocial]
  • 43. List of Disclosed ID FinTech Investment | Ref: [Dailysocial] 43 / 139
  • 44. List of Disclosed ID FinTech Investment | Ref: [Dailysocial] 44 / 139
  • 46. 46 / 139 Go-Jek Total Funding $1.8 Billion Select Investors Sequoia Capital, Tencent, Google, Temasek, DST Global, Warburg Pincus, KKR, Meituan-Dianping
  • 47. 47 / 139 Go-Jek 50% of Go-Jek's 16M-18M active users use Go-Jek's payment gateway Go-Pay for transactions 3-4 times a day.
  • 49. 49 / 139 Indodax (Bitcoin Indonesia) Tokenomy TokoCrypto Triv Pundi X Digiro.in IBN Blockchain Zoo Blocktech
  • 56. 56 / 139 The 2008 nancial crisis caused a lot of people to lose trust in banks as trusted third parties. Many questioned whether banks were the best guardians of the global nancial system. Bad investment decisions by major banks had proved catastrophic, with rippling consequences. Bitcoin - also proposed in 2008 - presented something of an alternative.
  • 57. 57 / 139 Bitcoin made digital transactions possible without a "trusted intermediary". The technology allowed this to happen at scale, globally, with cryptography doing what institutions like commercial banks, nancial regulators, and central banks used to do: verify the legitimacy of transactions and safeguard the integrity of the underlying asset. Bitcoin is a decentralized, public ledger. There is no trusted third party controlling the ledger. Anyone with bitcoin can participate in the network, send and receive bitcoin, and even hold a copy of this ledger if they want to. In that sense, the ledger is "trustless" and transparent.
  • 58. 58 / 139 Bitcoin The rst cryptocurrency Created by Satoshi Nakamoto in 2009 Open source Considered the reserve currency of the cryptocurrency world Lifetime supply of only 21M coins, of which likely about 30% are already lost Ref: [J. Wong]
  • 59. 59 / 139 Bitcoin Bitcoin is a decentralized, public ledger. This ledger is known as a blockchain. There is no trusted third party controlling the Bitcoin blockchain. Instead, anyone can read it, write to it, and hold a copy. The Bitcoin blockchain tracks a single asset: bitcoin. The blockchain has rules, one of which states that there will only ever be 21M bitcoin. All participants must agree to Bitcoin's rules in order to use it. Ref: [CBInsights]
  • 60. 60 / 139 Bitcoin Because anyone can read it and write to it, Bitcoin needs a method to establish consensus among untrusted nodes. It solves this problem via clever economics: Incentive: The rst miner to verify transactions and devote immense computing power to secure the blockchain can append a block of transactions to the chain of previous blocks. This miner is rewarded with bitcoin, and the race starts over every ten minutes. Disincentive: Bad actors are dissuaded from attacking the blockchain, because it's e ectively a money-losing proposition. Ref: [CBInsights]
  • 62. Fiat Money vs. Cryptocurrency 62 / 139
  • 65. 65 / 139 Digital asset for value exchange Decentralized control (no central bank) Uses cryptography for: Securing transactions Controlling creation of additional units Verifying the transfer of assets Most are built on a technology called blockchain, which is a public, immutable, distributed ledger of all transactions
  • 67. 67 / 139 #1Desentralized Traditional money is controlled by banks and governments - which makes it a "centralized" currency. Crypto (eg. Bitcoin) is not controlled or regulated by any single entity like a bank - which makes it a "decentralized" currency. Having no banks in control makes sending and receiving money cheaper, faster, and easier. Ref: [upfolio.com]
  • 68. 68 / 139 #2No Counterfeit Money Paper currencies, credit cards, and checks can be counterfeit. Crypto solves the Double Spend Problem which means criminals cannot create fake cryptos. Counterfeiting is (almost) impossible. Counterfeit traditional money is very common. In the U.S. alone it is estimated that between $70 and $200 million in counterfeit bills are in circulation. That's up to 1 out of every 4,000 real bills. You won't have to pay those high fees for fraud protection either! Ref: [upfolio.com]
  • 69. 69 / 139 #3Limited Supply Traditional money is created by governments in unlimited quantities. They print more constantly, which decreases the value over time. Cryptos' supply is usually limited. Why? It's designed to be scarce so that it increases in value over time. A constantly increasing supply of money creates something called in ation. This means that the money you are holding is worth a little less every day. If you're working hard and trying to save up, that's bad. It's why an ice cream was $0.05 in 1950, but is $5.00 today traditional money keeps losing value. Crypto's limited supply creates the opposite e ect, called de ation. Ref: [upfolio.com]
  • 70. 70 / 139 #4Divisible Old fashioned money can be spent only in amounts as small as a single cent (ie. up to 2 decimal places). Crypto is highly divisible because its value is designed to increase over time (through de ation). This divisibility means you can spend very small amounts of a coin. So basically, an ice cream cone may cost 0.001 coins today, but in the future it may cost 0.00000010 coins, if coin's value rises even more. Crypto's high divisibility is useful eg. for microtransactions. These are very small payments used for digital goods and services. Microtransactions are something traditional money can't do, because cents are not divisible enough and therefore too big for very small purchases. Ref: [upfolio.com]
  • 71. 71 / 139 #5Security Cryptocurrency uses cryptography to securely send payments. Hence the name. Cryptography is a technology that protects information through complex math functions. Cryptocurrencies use strong cryptography to protect your account and let you securely send money. Note that security is a highly-dynamic multi-dimensional aspect ie. cryptography alone is not enough to de ne actual level of security. Ref: [upfolio.com]
  • 73. 73 / 139 Altcoins   Alternative Coins Coins that were created after Bitcoin. Because Bitcoin's code is open-source, anyone can use Bitcoin's code to create an altcoin. Many of them seek to improve on Bitcoin or expand its capabilities. Altcoins use di erent rules and engage with other economic models.
  • 74. 74 / 139 Cryptocurrencies focus on di erent goals, but almost all shared the original purpose of removing middlemen. Some of the most popular cryptocurrencies include Ethereum, Ripple, Litecoin, Dash, NEO, Monero, and IOTA. The list grows constantly, because new cryptocurrencies are created all the time. Anybody is allowed to create their own cryptocurrency. In fact, there are already over 1,500 di erent ones, and that number is growing quickly. People are developing new cryptocurrencies for fun, to solve problems, and to make money. Because anybody with some technical skills can make them, it's important to know that some cryptocurrencies are more trustworthy than others. Ref: [upfolio.com]
  • 75. Cryptocurrencies | Examples |Ref: [J. Wong] 75 / 139
  • 76. Cryptocurrencies | Examples |Ref: [J. Wong] 76 / 139
  • 77. Cryptocurrency | Top 10 77 / 139
  • 81. Cryptocurrency | Top 5 81 / 139
  • 84. 84 / 139 Ethereum E ectively, Bitcoin is a decentralized application for payments. Ethereum adds another layer by allowing users to put code on its blockchain that executes automatically. This code is called a "Smart Contract". In this way, Ethereum hopes to create a decentralized computing platform - a global supercomputer. Ref: [CBInsights]
  • 85. Ethereum | Model/Stack Ref: [Blockchainhub] 85 / 139
  • 86. Bitcoin | Model/Stack (Extended) Ref: [Blockchainhub] 86 / 139
  • 87. 87 / 139 Ethereum is a decentralized platform that runs smart contracts. Ethereum allows participants to execute complex code (smart contracts) on its ledger. Ethereum uses a blockchain to track a cryptocurrency called "ether". Users spend ether to run programs on the Ethereum platform. Ethereum is also a construction set for building decentralized applications. Instead of building their own blockchains from scratch, developers can use Ethereum's blockchain.
  • 89. Some decentralized applications attacking di erent verticals. Ref: [CBInsights] Many of these are building on top of Ethereum. 89 / 139
  • 90. Selected Topics / Terms 90 / 139
  • 91. 91 / 139 Token Native Tokens App Tokens Utility Tokens A unit of value for a blockchain system. Tokens can be used for payment, access, voting, and facilitating the overall blockchain infrastructure. Most tokens are based on Ethereum. bitcoin is a token that provides ownership of a unit of account on the Bitcoin ledger (BC). It is impossible to participate in the Bitcoin ledger without owning bitcoin; bitcoin is the network's exclusive means of exchange. In this sense, bitcoin isn't a security, but utility within a network.
  • 92. 92 / 139 Hash Hash Function Hash Value Hash Rate SHA-256 A hash function is any function that can be used to map data of arbitrary size to data of xed size. The values returned by a hash function are called hash values, hash codes, digests, signatures, or simply hashes. Hash Rate/Power. The number of hash computations per unit time that can be performed by a mining hardware. The rate determines their mining e ectiveness and pro t. SHA 256. SHA-256 is a member of the SHA-2 (Secure Hash Algorithm 2) cryptographic hash functions. Digest is 32 Byte (256 bits) long. Bitcoin mining uses SHA-256 as the Proof of Work algorithm. SHA-256 is also used in the creation of bitcoin addresses to improve security and privacy.
  • 93. 93 / 139 Mining Mining Pool Mining Reward Mining Rig The process by which transactions get veri ed, bundled, and added to the Blockchain. It's an essential part of any cryptocurrency, because it processes all transactions. Mining Pool. A group of people or organizations who come together to pool and share their computer resources for cryptocurrency mining. They then also split the rewards. Mining Reward. The payment resulting from volunteering computer resources to process cryptocurrency transactions. Mining rewards are often a mix of new coins and transaction fees. Mining Rig. A computer setup that's specially designed for mining a cryptocurrency. Often involves multiple graphic cards (GPUs) or other complicated setups for maximum e ciency.
  • 94. BTC Mining Farm | Ref: [Bitcoin.com] 94 / 139
  • 95. BTC Mining Farm | Ref: [Bitcoin.com] 95 / 139
  • 96. Antminer S9 | Ref: [Bitmain.com] 96 / 139
  • 97. Mining Pool 97 / 139
  • 98. Mining Pool 98 / 139
  • 103. Bitcoin ATM 103 / 139
  • 105. 105 / 139 Consensus Consensus Point An automated mechanism that allows blockchain participants to agree on which transactions happened and in which order. Consensus Point. A point in time when blockchain participants agree on which transactions happened and in which order. Can be based on a time interval or based on a volume of transactions.
  • 106. 106 / 139 PoW Proof of Work Bitcoin uses a Proof of Work scheme to create distributed trustless consensus and solve the double-spend problem. Proof of Work is a requirement that mining be performed. Miners proof that they did that computational work by nding the solution of a math puzzle known as PoW problem. All the network miners compete to be the rst to nd a solution for the mathematical problem that concerns the candidate block, a problem that cannot be solved in other ways than through brute force so that essentially requires a huge number of attempts. A reward (new coins) is given to the rst miner who solves each blocks problem.
  • 107. 107 / 139 PoW Proof of Work From a technical point of view, mining process is an operation of inverse hashing: it determines a number (nonce), so the cryptographic hash algorithm of block data results in less than a given threshold. A Proof of Work is a piece of data which is di cult (costly, time- consuming) to produce but easy for others to verify and which satis es certain requirements. Producing a PoW can be a random process with low probability so that a lot of trial and error is required on average before a valid proof of work is generated. Bitcoin uses the Hashcash PoW system. In order for a block to be accepted by network participants, miners must complete a PoW which covers all of the data in the block. The di culty of this work is adjusted so as to limit the rate at which new blocks can be generated by the network to one every 10 minutes (Bitcoin). Due to the very low probability of successful generation, this makes it unpredictable which worker computer in the network will be able to generate the next block.
  • 108. 108 / 139 PoS Proof of Stake In a distributed consensus-based on the PoW, miners need a lot of energy. One Bitcoin transaction required the same amount of electricity as powering 1.57 American households for one day (data from 2015). And these energy costs are paid with at currencies, leading to a constant downward pressure on the digital currency value. In a PoS scheme, the creator of a new block is chosen in a deterministic way, depending on its wealth, also de ned as stake. All the digital currencies are previously created in the beginning, and their number never changes. This means that in the PoS system there is no block reward and the miners take the transaction fees. This is why, in fact, in this PoS system miners are called forgers, instead.
  • 110. Transaction via Middleman | Image: [upfolio.com] 110 / 139
  • 114. 114 / 139 Software Wallets Testnet Bitcoin Electrum - PC/Desktop Wallet Mycelium - Mobile/Android Wallet
  • 115. Test - Scenario | #1 115 / 139
  • 116. 116 / 139 Electrum Testnet [Desktop Entry] Comment=Lightweight Bitcoin Client Exec=sh -c 'PATH="$HOME/.local/bin:$PATH" electrum --testnet %u' GenericName[en_US]=Bitcoin Wallet GenericName=Bitcoin Wallet Icon=electrum Name[en_US]=Electrum Bitcoin Testnet Name=Electrum Bitcoin Wallet Categories=Finance;Network; StartupNotify=false Terminal=false Type=Application MimeType=x-scheme-handler/bitcoin; Actions=Testnet; [Desktop Action Testnet] Exec=sh -c 'PATH="$HOME/.local/bin:$PATH" electrum --testnet %u' Name=Testnet mode
  • 117. Electrum | Wallet Address 117 / 139
  • 118. Faucet #1 | BTC TestNet by @ yingkiwi 118 / 139
  • 119. Faucet #2 | coinfaucet.eu 119 / 139
  • 120. History | Uncon rmed Transaction 120 / 139
  • 121. History | Con rmed Transaction 121 / 139
  • 122. Electrum | Coins View 122 / 139
  • 123. Block Explorer | Transaction 123 / 139
  • 124. { "ver":1, "inputs":[ { "sequence":4294967295, "witness":"02483045022100aad92c662f0369abc4cdf4ebb90c7cb29811249c2bd5fbb4637ca0c95628 "prev_out":{ "spent":true, "tx_index":195484734, "type":0, "addr":"2MwsqxQxAnU1PB7eTuCjBDHAeYgxKhZvVUY", "value":3320738522, "n":1, "script":"a91432cd808b9353756c63ddfec269c386237bab898f87" }, "script":"160014c5277e82a71d090bf196638100cee37eebbc44c2" } ], "weight":670, "block_height":1291812, "relayed_by":"0.0.0.0", "out":[ { "spent":true, "tx_index":195490461, "type":0, "addr":"myd2PyqaW2U1FnEhYXBBZ42fuXmxhmeYqF", "value":65000000, "n":0, "script":"76a914c6982f286dff7d9ace75e6469fcafbedd89fc1f088ac" }, { "spent":true, "tx_index":195490461, "type":0, "addr":"2N6m5i5S8z1Wgfr9bSXQBhFFGQaTAqDQs33", "value":3255638522, "n":1, "script":"a914943f33e5dca35777b8e6974b75406182a2c9446187" } ], 124 / 139 Transaction JSON
  • 125. Block Explorer | Block View 125 / 139
  • 126. Test - Scenario | #2 126 / 139
  • 128. Mycelium Testnet on Android 128 / 139
  • 129. Faucet #1 129 / 139
  • 130. Test - Scenario | #3 130 / 139
  • 131. Electrum | Send Coins 131 / 139
  • 132. Electrum | Send Coins 132 / 139
  • 133. Electrum | Send Coins 133 / 139
  • 134. History | Waiting for Con rmations 134 / 139
  • 138. Refs/Resources 1. Discover Bitcoin, Ethereum & Blockchain @Upfolio 2. Machine Intelligence Platform @CBInsights 3. Mastering Bitcoin 2nd Edition - Programming the Open Blockchain +Many others cited in-context (on resp. slides). 138 / 139
  • 139. 139 / 139 ENDEueung Mulyana https://telematika.org/remark/blockchain1 Part #1 | CC BY-SA