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The New Decentralized Compute Stack
Dimitri De Jonghe
dimi@bigchaindb.com
Your assets, your claims
Trust by Institutions & Intermediaries
$ ping www.google.com
< PING www.google.com (172.217.17.36)
Digital Trust by Institutions & Intermediaries
Here’s
your
personal
data
2008 - Bitcoin
Blockchain Disruption
Shared single source of
truth and conduct
Inter-
mediary
Trusted third parties
peer to peer
decentralizedcentralized
Blockchain: a special “spreadsheet in the sky”
What’s special?
Not a single instance owns it
Members/clients can add to it
If they follow the rules
Rules are an integral part
No one can change the history
(immutable)
Writing to a blockchain is like etching
into stone
Shades of trust, reputation, blockchain...
Public: Open networks
Writers: Everyone can participate
Trust: World consensus
Applications:
Decentralized apps
Cryptocurrencies, programmable money
Smart contracts
Private: Ecosystems, federations
Writers: Participants known/reputation
Trust: Federated consensus (eg
voting)
Applications:
Disintermediation: Clearing & settlement
Transparency: Supply chain, AML, audit trails,
provenance
Ownership: exchange, partial, trustless
Internet of value: a programmable economy
To develop shared global
compute infrastructure,
we must first understand the
status quo of infrastructure,
…and how to change it
accordingly.
Status quo compute infrastructure
Modern apps use processing, file system, database
FILE SYSTEM
e.g. S3, HDFS
APPLICATION
PROCESSING
e.g. EC2, Azure
DATABASE
e.g. MySQL, MongoDB
PLATFORM
e.g. AWS, Google App Engine, Heroku
CONNECTNETWORKS
e.g.TCP/IP
Towards a decentralized compute infrastructure
FILE SYSTEM
e.g. S3, HDFS
APPLICATION
PROCESSING
e.g. EC2, Azure
DATABASE
e.g. MySQL, MongoDB
Bitcoin Blockchain?
PLATFORM
e.g. AWS, Google App Engine, Heroku
CONNECTNETWORKS
e.g.TCP/IP
Towards a decentralized compute infrastructure
FILE SYSTEM
e.g. S3, HDFS
APPLICATION
PROCESSING
e.g. EC2, Azure
DATABASE
e.g. MySQL, MongoDB
PLATFORM
e.g. AWS, Google App Engine, Heroku
CONNECTNETWORKS
e.g.TCP/IP
e-Cash/e-Gold
Bitcoin
Towards a decentralized compute infrastructure
FILE SYSTEM
e.g. S3, HDFS
IPFS, SWARM
APPLICATION
PROCESSING
e.g. EC2, Azure, Ethereum, Hyperledger, Tendermint, Lisk, Corda
DATABASE
e.g. MySQL, MongoDB
PLATFORM
e.g. AWS, Google App Engine, Heroku, Eris/Monax, BlockApps
CONNECTNETWORKS
e.g.TCP/IP,InterledgerILP
e-Cash/e-Gold
Bitcoin, zCash, Ripple,
Blockstream, Multichain
Towards a decentralized compute infrastructure
FILE SYSTEM
e.g. S3, HDFS
IPFS, SWARM
APPLICATION
PROCESSING
e.g. EC2, Azure, Ethereum, Hyperledger, Tendermint, Lisk, Corda
DATABASE
e.g. MySQL, MongoDB
???
PLATFORM
e.g. AWS, Google App Engine, Heroku, Eris/Monax, BlockApps
CONNECTNETWORKS
e.g.TCP/IP,InterledgerILP
e-Cash/e-Gold
Bitcoin, zCash, Ripple,
Blockstream, Multichain
Towards a decentralized compute infrastructure
FILE SYSTEM
e.g. S3, HDFS
IPFS, SWARM
APPLICATION
PROCESSING
e.g. EC2, Azure, Ethereum, Hyperledger, Tendermint, Lisk, Corda
DATABASE
e.g. MySQL, MongoDB
BigchainDB, IPDB
PLATFORM
e.g. AWS, Google App Engine, Heroku, Eris/Monax, BlockApps
CONNECTNETWORKS
e.g.TCP/IP,InterledgerILP
e-Cash/e-Gold
Bitcoin, zCash, Ripple,
Blockstream, Multichain
70 GB
3 tx/s
What about planetary scale?
Netflix uses 37% of Internet bandwidth
Using a modern distributed “big data” database
http://techblog.netflix.com/2011/11/benchmarking-cassandra-scalability-on.html
Writes / s vs. # nodes
What’s the difference between a database and a csv file?
Querying. From M’s of records, find the relevant ones.
1 Line of standard code, optimized
vs
50-500 lines of slow custom code, unoptimized
How do “big data” databases scale?
Answer: Distribute storage across many machines, i.e. sharding
A “consensus” algorithm keeps
distributed nodes in sync.
Native assets
How to build a scalable blockchain database (BigchainDB)
1. Start with an enterprise-grade distributed DB, e.g. MongoDB
2. Engineer in blockchain characteristics
• Each DB node is a federation node
Decentralized /
Shared Control
• Append-only
• Chain hashes
Immutable /
Audit Trails
• “Own” = have private key
• Asset lives on the database
Federated Consensus Architecture
Blockchain Consensus
Database Consensus
IMPLEMENT A 2 PHASE CONSENSUS
FEDERATION
Single Database
or
MongoDB RethinkDB
Database Options
Decentralized programming
BigchainDB: Big Data meets Blockchain
- a blockchain database
Immutability
Decentralized Control
Native Assets
Scalable
Queryability
Operationalized
Traditional
Databases
Traditional
blockchains
BigchainDB
Blockchain as a DB - Applications
Vertical:
IP – Music rights
Value proposition:
A streaming service owned by all
Vertical:
IP – Digital art
Value proposition:
Enables creators of digital art to get
compensated, via claiming attribution &
licensing
ascribe
Interledger
Vertical:
Identity
Value proposition:
Low-friction assurance, sovereign
personal data
Authenteq
©ITU/L.Berney, (CC BY
Interledger
Vertical:
Government – Land Registry
Value proposition:
Low-cost registry, less risk of corruption
BenBen
©ITU/L.Berney, (CC BY
Vertical:
ID - Education Credentials
Value proposition:
reduce fraudulent degrees, lower HR
friction
Recruit
Vertical:
Energy
Value proposition:
manage $ flow in energy deregulation
Vertical:
Supply Chain / Health
Value proposition:
government-mandated
transparent $ flow
Generating Opportunities: Vertical x Benefit
Decentralized /
Shared Control
Immutability /
Audit trail
Tokens /
Exchanges
Intellectual Property
Identity
Finance
Energy
Government
Dig art – ascribe
Supply Chain
R3
Retail marketplace -
OpenBazaar
RWE You?
You?
You?
Res( )nate
Tangent90 Everledger
Recruit
BenBen
• For everyone, everywhere
• Free until heavy usage, then pay web service style
• Initial tech is BigchainDB
• Member caretakers will operate validating nodes
IPDB Caretakes (so far)
Blockstack
COALA
Dyne.org
Internet Archive
OpenMedia
UnMonastery
ascribe / BigchainDB
Consensys
Eris/Monax Industries
Protocol Labs (IPFS)
SmartContract.com
Synereo
Tendermint
Dimitri De Jonghe
dimi@bigchaindb.com
@DimitriDeJonghe
https://be.linkedin.com/in/dimitridejonghe
+32 496 80 94 14
My projects:
https://ascribe.io
https://bigchaindb.com
https://ipdb.foundation
https://github.com/bigchaindb
https://interledger.org
http://datanews.knack.be/ict/nieuws/bigchaindb-maakt-blockchain-principe-schaalbaar/article-normal-
720789.html
Thanks for listening

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The new decentralized compute stack and its application

  • 1. The New Decentralized Compute Stack Dimitri De Jonghe dimi@bigchaindb.com
  • 3.
  • 4. Trust by Institutions & Intermediaries
  • 5. $ ping www.google.com < PING www.google.com (172.217.17.36) Digital Trust by Institutions & Intermediaries
  • 8. Blockchain Disruption Shared single source of truth and conduct Inter- mediary Trusted third parties peer to peer decentralizedcentralized
  • 9. Blockchain: a special “spreadsheet in the sky” What’s special? Not a single instance owns it Members/clients can add to it If they follow the rules Rules are an integral part No one can change the history (immutable) Writing to a blockchain is like etching into stone
  • 10. Shades of trust, reputation, blockchain... Public: Open networks Writers: Everyone can participate Trust: World consensus Applications: Decentralized apps Cryptocurrencies, programmable money Smart contracts Private: Ecosystems, federations Writers: Participants known/reputation Trust: Federated consensus (eg voting) Applications: Disintermediation: Clearing & settlement Transparency: Supply chain, AML, audit trails, provenance Ownership: exchange, partial, trustless
  • 11. Internet of value: a programmable economy
  • 12. To develop shared global compute infrastructure, we must first understand the status quo of infrastructure, …and how to change it accordingly.
  • 13. Status quo compute infrastructure Modern apps use processing, file system, database FILE SYSTEM e.g. S3, HDFS APPLICATION PROCESSING e.g. EC2, Azure DATABASE e.g. MySQL, MongoDB PLATFORM e.g. AWS, Google App Engine, Heroku CONNECTNETWORKS e.g.TCP/IP
  • 14. Towards a decentralized compute infrastructure FILE SYSTEM e.g. S3, HDFS APPLICATION PROCESSING e.g. EC2, Azure DATABASE e.g. MySQL, MongoDB Bitcoin Blockchain? PLATFORM e.g. AWS, Google App Engine, Heroku CONNECTNETWORKS e.g.TCP/IP
  • 15. Towards a decentralized compute infrastructure FILE SYSTEM e.g. S3, HDFS APPLICATION PROCESSING e.g. EC2, Azure DATABASE e.g. MySQL, MongoDB PLATFORM e.g. AWS, Google App Engine, Heroku CONNECTNETWORKS e.g.TCP/IP e-Cash/e-Gold Bitcoin
  • 16. Towards a decentralized compute infrastructure FILE SYSTEM e.g. S3, HDFS IPFS, SWARM APPLICATION PROCESSING e.g. EC2, Azure, Ethereum, Hyperledger, Tendermint, Lisk, Corda DATABASE e.g. MySQL, MongoDB PLATFORM e.g. AWS, Google App Engine, Heroku, Eris/Monax, BlockApps CONNECTNETWORKS e.g.TCP/IP,InterledgerILP e-Cash/e-Gold Bitcoin, zCash, Ripple, Blockstream, Multichain
  • 17. Towards a decentralized compute infrastructure FILE SYSTEM e.g. S3, HDFS IPFS, SWARM APPLICATION PROCESSING e.g. EC2, Azure, Ethereum, Hyperledger, Tendermint, Lisk, Corda DATABASE e.g. MySQL, MongoDB ??? PLATFORM e.g. AWS, Google App Engine, Heroku, Eris/Monax, BlockApps CONNECTNETWORKS e.g.TCP/IP,InterledgerILP e-Cash/e-Gold Bitcoin, zCash, Ripple, Blockstream, Multichain
  • 18. Towards a decentralized compute infrastructure FILE SYSTEM e.g. S3, HDFS IPFS, SWARM APPLICATION PROCESSING e.g. EC2, Azure, Ethereum, Hyperledger, Tendermint, Lisk, Corda DATABASE e.g. MySQL, MongoDB BigchainDB, IPDB PLATFORM e.g. AWS, Google App Engine, Heroku, Eris/Monax, BlockApps CONNECTNETWORKS e.g.TCP/IP,InterledgerILP e-Cash/e-Gold Bitcoin, zCash, Ripple, Blockstream, Multichain
  • 19. 70 GB 3 tx/s What about planetary scale?
  • 20. Netflix uses 37% of Internet bandwidth Using a modern distributed “big data” database http://techblog.netflix.com/2011/11/benchmarking-cassandra-scalability-on.html Writes / s vs. # nodes
  • 21. What’s the difference between a database and a csv file? Querying. From M’s of records, find the relevant ones. 1 Line of standard code, optimized vs 50-500 lines of slow custom code, unoptimized
  • 22. How do “big data” databases scale? Answer: Distribute storage across many machines, i.e. sharding A “consensus” algorithm keeps distributed nodes in sync.
  • 23. Native assets How to build a scalable blockchain database (BigchainDB) 1. Start with an enterprise-grade distributed DB, e.g. MongoDB 2. Engineer in blockchain characteristics • Each DB node is a federation node Decentralized / Shared Control • Append-only • Chain hashes Immutable / Audit Trails • “Own” = have private key • Asset lives on the database
  • 24. Federated Consensus Architecture Blockchain Consensus Database Consensus IMPLEMENT A 2 PHASE CONSENSUS FEDERATION Single Database or MongoDB RethinkDB Database Options
  • 26. BigchainDB: Big Data meets Blockchain - a blockchain database Immutability Decentralized Control Native Assets Scalable Queryability Operationalized Traditional Databases Traditional blockchains BigchainDB
  • 27. Blockchain as a DB - Applications
  • 28. Vertical: IP – Music rights Value proposition: A streaming service owned by all
  • 29. Vertical: IP – Digital art Value proposition: Enables creators of digital art to get compensated, via claiming attribution & licensing ascribe
  • 30. Interledger Vertical: Identity Value proposition: Low-friction assurance, sovereign personal data Authenteq ©ITU/L.Berney, (CC BY
  • 31. Interledger Vertical: Government – Land Registry Value proposition: Low-cost registry, less risk of corruption BenBen ©ITU/L.Berney, (CC BY
  • 32. Vertical: ID - Education Credentials Value proposition: reduce fraudulent degrees, lower HR friction Recruit
  • 33. Vertical: Energy Value proposition: manage $ flow in energy deregulation
  • 34. Vertical: Supply Chain / Health Value proposition: government-mandated transparent $ flow
  • 35. Generating Opportunities: Vertical x Benefit Decentralized / Shared Control Immutability / Audit trail Tokens / Exchanges Intellectual Property Identity Finance Energy Government Dig art – ascribe Supply Chain R3 Retail marketplace - OpenBazaar RWE You? You? You? Res( )nate Tangent90 Everledger Recruit BenBen
  • 36. • For everyone, everywhere • Free until heavy usage, then pay web service style • Initial tech is BigchainDB • Member caretakers will operate validating nodes
  • 37. IPDB Caretakes (so far) Blockstack COALA Dyne.org Internet Archive OpenMedia UnMonastery ascribe / BigchainDB Consensys Eris/Monax Industries Protocol Labs (IPFS) SmartContract.com Synereo Tendermint
  • 38. Dimitri De Jonghe dimi@bigchaindb.com @DimitriDeJonghe https://be.linkedin.com/in/dimitridejonghe +32 496 80 94 14 My projects: https://ascribe.io https://bigchaindb.com https://ipdb.foundation https://github.com/bigchaindb https://interledger.org http://datanews.knack.be/ict/nieuws/bigchaindb-maakt-blockchain-principe-schaalbaar/article-normal- 720789.html Thanks for listening