Distributed dataintelligence
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Distributed Data Intelligence with Rockchain provides a distributed data processing infrastructure using blockchain technology. It features distributed fact map nodes to store data on an Ethereum blockchain and compute reduce nodes running a Javascript engine to execute certified data scripts. Computations are notarized on the blockchain to ensure data privacy and integrity. The system aims to enable multi-agent data science as an evolving self-organized system using blockchain for consensus and persistence.
Distributed dataintelligence
- 1. Distributed Data Intelligence with Rockchain Sébastien Jehan [email protected] The distributedDataIntelligence Distributed file system & Scripting engine
- 2. THE BIG PICTURE ON DATASCIENCE & BLOCKCHAIN
- 6. What the Blockchain brings to Datascience
- 8. IS PERFECT BOTH FOR CONSENSUS AND PERSISTENCE RENDERING MULTI-AGENT #DATASCIENCE AS AN EVOLVING SELF-ORGANIZED SYSTEM BLOCKCHAIN
- 9. CONSENSUS each agent gets the same sense of a signal as others
- 10. PERSISTENCE the sense of the signal does not diminish withtime
- 11. ➔ Economical agents ➔ Data consumers ➔ Data producers ➔ Miners? (Proof of Cognitive Work) Datascience FROM THE POINT OF VIEW OF BLOCKCHAIN
- 12. ➔ Open Data for Machine Learning ➔ Data Exchange in Trustless Environments ➔ Proofs (states, computations, transfers) BLOCKCHAIN FROM THE POINT OF VIEW OF Datascience
- 13. Distributed data intelligence: Rockchain
- 14. What blockchain lacks to enable more efficient Datascience: Rockchain answer ● Oracles => public FactMap nodes (physical worldbindings) ● Distributeddata storage => Distributed file system (IPFSetc) ● Speed => Raiden networks higher transactionrates ● Application-level languages => Javascript withnew paradigms
- 16. Rockchain distributed network Rockchain ComputeReduce Node Datascript engine Distributed Datastore Rockchain ComputeReduce Node Datascript engine Distributed Datastore Rockchain ComputeReduce Node Datascript engine Distributed Datastore CORPORATE NETWORK 1 CORPORATE NETWORK 2 CORPORATE NETWORK 3 FactMap node FactMap node Rockchain Reduce Node Datascript engine Distributed Datastore Datascript engine LOCAL Datastore FactMap node Datascript engine LOCAL Datastore
- 17. Distributed FactMap Nodes network Ethereum Blockchain Distributed ComputeReduce Nodes network FactMap node FactMap node FactMap node FactMap node FactMap node
- 18. Distributed FactMap Nodes network Ethereum Blockchain Distributed ComputeReduce Nodes network ComputeReduce node ComputeReduce node ComputeReduce node ComputeReduce node ComputateReduce node
- 19. The Rockchain data processing infrastructure COMPUTATION / REDUCE OPERATION - A custom javascript engine running certified provable distributed data scripts - The javascript engine can compile encrypted computation circuits for private data - The distributed consensus protocol is based on a pioneering Proof of Computation FACT / MAP OPERATION - UNIX access rights system on data but distributed on the network, stored on Ethereum - Data Schema matching inside the scripts
- 20. Every computation is notarized on the Ethereum Blockchain
- 21. In Rockchain, peer to peer data transfers are notarized: 1. The act of sending the data is notarized 2. The data reception is notarized 3. The identity of the sender and receivers are notarized 4. The proof of data content is notarized 5. The unchanged data versus the changed data part are notarized
- 22. Every computation is also notarized on the Ethereum Blockchain
- 23. In Rockchain, computation notarization means: 1. The data used in the script is notarized 2. The version of the script used is notarized 3. The parameters of the scripts are notarized 4. The results of the computation are notarized
- 24. Corporate network • Read: replicate the data locally one way – internal network • Write: replicate the data locally and send my updates remotely– internal network • Execute: run datascripts on data Blockchain authorized Peers • Read: replicate the data locally one way - internet • Write: replicate the data locally and send my updates remotely - internet • Execute: run datascripts on data - internet Others • Read: replicate the data locally one way- internet • Write: replicate the data locally and send my updates remotely- internet • Execute: run datascripts on data - internet
- 25. The certified Datascript Engine empowers miners for useful jobs through Proof of Computation POW: Get rewards for securing the network (no business use) POS: Don’t waste computation power (but distributed miners are idle) POC: Get tokens for useful computation (miners are busy for real business use)
- 26. The Rockchain infrastructure Engineered for data privacy DATASCRIPT NAMING SERVICE ROCKCHAIN DISTR. NETWORK CERTIFIED DATASCRIPT ENGINE SECURED MULTIPART COMPUTATION MICROPAYMENTS (STATE CHANNELS) ETHEREUM BLOCKCHAIN Rockchain believes in distributed business intelligence. Reports should consolidate data from numerous independent companies, without compromising data privacy. Ethereum is a great ransactional engine to orchestrate this. Rockchain is an extra distributed « onion layer » on top of Ethereum for distributed computing.
- 27. THANK YOU For more questions http://www.rockteam.org/