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      "body": "Congratulations @eponomarev! You received a personal award!\n\n<table><tr><td>https://steemitimages.com/70x70/http://steemitboard.com/@eponomarev/birthday2.png</td><td>Happy Birthday! - You are on the Steem blockchain for 2 years!</td></tr></table>\n\n<sub>_You can view [your badges on your Steem Board](https://steemitboard.com/@eponomarev) and compare to others on the [Steem Ranking](https://steemitboard.com/ranking/index.php?name=eponomarev)_</sub>\n\n\n###### [Vote for @Steemitboard as a witness](https://v2.steemconnect.com/sign/account-witness-vote?witness=steemitboard&approve=1) to get one more award and increased upvotes!",
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      "body": "![Fluence decentralized database](https://cdn-images-1.medium.com/max/1600/1*rPxjzCqPF9waC3gSDVKURA.jpeg)\n\nIn our [previous post](https://steemit.com/ico/@eponomarev/introducing-fluence-a-blockchain-secured-decentralized-database) we have discussed how various data leaks are exposing our personal data to potential wrongdoers. However, not only “evil hackers” hunt that data, various government structures or regulators would also be happy to get their hands on it. We think that the best way to minimize negative consequences of such breaches is to start acting as if the data is already exposed to everyone on the Internet. In this case the data just has to be encrypted first before uploading to anywhere.\n\nBy decentralizing data storage and giving private keys of data to its owners, we can reduce leaks practically to zero. Removing centralized servers also imposes significant demands: total encryption and flexible access management.\n\nLet’s define a database that meets all the requirements.\n\n## Disintermediation\nWhat is a real decentralization for a database? It means that the database stores data on nodes that are controlled by anyone. A node, run by private owners, can join or leave the network at any moment of time and should not affect data accessibility and integrity. Simultaneously, because nodes can be located geographically anywhere, decentralization design gives fault tolerance and censorship resistance by default.\n\n![Network architecture](https://cdn-images-1.medium.com/max/1600/1*ro9HO0YkH1d5qmloIOHwwg.png)\n\n## Confidentiality\nSince the database relies on a trustless environment, there should not be a way for nodes or any third parties to read data uploaded by the owner. This can be achieved by encryption techniques when only the owner of a private key associated with particular data can decrypt a piece of data. Nodes store data itself and metadata, but are not able to extract anything valuable from it. In such architecture no data leaks are possible until a private key is revealed by the owner to the public.\n\n## Structured data\nAll mentioned above is achievable with decentralized file storages: Storj, Sia, Swarm. They provide accessibility, replication, and ability to store private files on trustless nodes by rewarding them with crypto tokens. The problem is that these projects are designed to store only files, but not the structured data. However, we can build a database index layer on top of a decentralized storage. We could create encrypted B-Tree indexes to represent the data structure without data deciphering. This approach allows to upload structured data, run queries, full-text search — all properties of traditional databases but without disclosing nature of data.\n\n## Consensus\nIn a trustless environment it is essential to protect data from attacks and counterfeits. Each data update or select should be confirmed by the network to guarantee truth. Using blockchain for this task will reduce speed, so we aim to use multi-signature responses and proof-of-retrievability algorithm. Our solution doesn’t require all nodes in the network to participate in consensus for each request: it’s enough to wait for a confirmation only from a subset of nodes responsible for a particular database.\n\n![Query consensus](https://cdn-images-1.medium.com/max/1600/1*RzBgACr74Pwj4o3Wzy2WrA.png)\n\n## Access management\nModern applications are usually designed in a way that data uploaded by different users can be shared, merged, analyzed and obtained by a variety of ways. Enterprises need flexible permissions mechanism to manage granular data access, to grant or revoke permissions without excessive frictions. Via smart contracts and proxy re-encryption we can design such key management that is compliant with [HIPAA](https://www.hhs.gov/hipaa/for-professionals/security/laws-regulations/index.html), GDPR, HITECH, PCI and other regulations.\n\n![Data sharing workflow](https://cdn-images-1.medium.com/max/1600/1*5KHguyjvtYXOStVUFFht2Q.png)\n\nWhat about other solutions? Is Fluence unique? Let’s take a look at the market:\n\n- **BigchainDB.** This is a great attempt to combine blockchain with traditional databases to get immutability, scalability, and performance. However, BigchainDB is more focused on private intranets and doesn’t provide real decentralization and encryption. BigchainDB is suitable for organizations or associations who want to eliminate mediators from business processes but keep a centralized control.\n- **Swarm, Filecoin, Storj, Sia.** All these projects propose different ways to utilize world computers’ storage capacities. Storj, Sia are in fact “a decentralized Dropbox” with underlying p2p storage protocol. They solve lots of difficulties: data partitioning, retrievability, nodes motivation and content delivery. However, to analyze the data one has to download it first. Fluence, on the other hand is able to run queries on the miner nodes that doesn’t require expensive network data transfers.\n- **Proprietary encrypted databases.** There are many solutions for traditional databases that provide data regulations compliance and limited access management to enterprises. But usually, when a company needs to share data for any joint venture or move data between locations, it becomes too complicated and integratively expensive.\n\n## Final notes\nUbiquitous decentralization trend that we observe these days has risen due to economic advantages that the removal of a central party provides. Blockchain removes excessive manual verification work by employing the whole network to make a consensus. Storage and computational markets that are built with blockchains significantly reduce the storage price by putting unused resources back to work.\n\nFluence aims to create a market for structured data. Any data owner can store, share or monetize her data transparently with cryptographically guaranteed privacy. The immense scale gives the ability to aggregate and handle really big data, leading to new insights and opportunities for humanity.\n\n## Read more about the technical architecture in our [Tech Whitepaper](http://static.fluence.ai/Tech_Whitepaper.pdf)\n## [Join our Pre-ICO](http://fluence.ai/preico) as an early investor.\n## Join our community on [Twitter](https://www.twitter.com/@FluenceAI), [Telegram](https://t.me/FluenceAI) or [Medium](https://medium.com/fluenceai)",
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      "body": "![Fluence decentralized database](https://cdn-images-1.medium.com/max/1600/1*rPxjzCqPF9waC3gSDVKURA.jpeg)\n\nIn our [previous post](https://steemit.com/ico/@eponomarev/introducing-fluence-a-blockchain-secured-decentralized-database) we have discussed how various data leaks are exposing our personal data to potential wrongdoers. However, not only “evil hackers” hunt that data, various government structures or regulators would also be happy to get their hands on it. We think that the best way to minimize negative consequences of such breaches is to start acting as if the data is already exposed to everyone on the Internet. In this case the data just has to be encrypted first before uploading to anywhere.\n\nBy decentralizing data storage and giving private keys of data to its owners, we can reduce leaks practically to zero. 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Enterprises need flexible permissions mechanism to manage granular data access, to grant or revoke permissions without excessive frictions. Via smart contracts and proxy re-encryption we can design such key management that is compliant with [HIPAA](https://www.hhs.gov/hipaa/for-professionals/security/laws-regulations/index.html), GDPR, HITECH, PCI and other regulations.\n\n![Data sharing workflow](https://cdn-images-1.medium.com/max/1600/1*5KHguyjvtYXOStVUFFht2Q.png)\n\nWhat about other solutions? Is Fluence unique? Let’s take a look at the market:\n\n- **BigchainDB.** This is a great attempt to combine blockchain with traditional databases to get immutability, scalability, and performance. However, BigchainDB is more focused on private intranets and doesn’t provide real decentralization and encryption. 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      "body": "![Fluence](https://cdn-images-1.medium.com/max/1600/1*oWeM8PIKPOJj166V80hIEg.jpeg)\n\nGoing through headlines about just another data leak that come up too often these days, I’ve come to the thoughts that [something](http://www.informationisbeautiful.net/visualizations/worlds-biggest-data-breaches-hacks/) [is broken](https://infowatch.com/report2016) in data storage. Giants aggregate tons of personal data but fail to securely store it. The underlying reason of this data arms race is as simple as it can be — the value the data might generate now or in the future. As data is being considered as a new form of asset, you can’t have too much of it, so the strategy is to harvest, store and monetize as much as you can.\n\nHowever, the centralization like this leads to massive data breaches. If you live in the United States, in 2015 you had [35% chance](https://www.forbes.com/sites/danmunro/2015/12/31/data-breaches-in-healthcare-total-over-112-million-records-in-2015/#614b4c447b07) to be the unfortunate winner of medical records leak lottery. What about your financial transactions or location history?\n\n![Data breaches](https://cdn-images-1.medium.com/max/1600/0*J5jGWGmGkaN8UJAF.)\n\nBy using free services on the Internet, you tolerate that your data is being aggregated, shared or exchanged in many ways to capitalize companies which have an access to your data. Almost every app that we’re using stores our data on private servers without any encryption. Or claims encryption just for marketing purposes. Whether you use Whatsapp that has an [official backdoor](https://www.theguardian.com/technology/2017/jan/13/whatsapp-design-feature-encrypted-messages) for the government, or Telegram that relies on centralized servers, your data could be compromised, or you could be just cut off from service by regulators.\n\nUnlimited trust to centralized authorities like tech giants, banks or insurance companies eventually leads to massive data leaks and data market monopolization.\n\nHowever, a pendulum swings back. Decentralization trend has emerged in recent years and became a real avalanche this summer. Many apps aim to disrupt major industries by decentralizing markets with blockchain technology. They’re attempting to set up a new standard of data processing with respect to privacy.\n\nBut what’s the problem? All these products need a database system to manipulate data. They actually can not store data in a blockchain by design. Blockchain provides safety and immutability, but is weak when the deal comes to data confidentiality and scalability.\n\nWe have the revolutionary technology but can’t apply it at massive scale. How could we solve this problem? Is there a way to transform a global data storage by bringing transparency and security of data usage? We believe the answer is yes.\n\n> We aim to create [Fluence](http://fluence.ai/) — a decentralized encrypted database which allows to securely store, share or trade any structured data that company or person owns. It is scalable and is ready for big data. And yes, we do use blockchain for that.\n\nLet’s take a closer look at Fluence:\n\n## Decentralized database\nTo create an infinite, fault tolerant and censorship resistance storage for any amounts of data, we’re building an ecosystem where computers’ storage owners are incentivized to store the data published to Fluence. Exactly like [Storj](https://storj.io/), [Sia](http://sia.tech/) or [Filecoin](http://filecoin.io/).\n\nThe major distinction: these projects are basically “a decentralized Dropbox”, but Fluence is designed for storing a structured data, not just raw files. Fluence works as a traditional database, allows to query, update or delete data with keeping an access in secret between you and people you authorized. We are mostly focused on apps developers that aim to have fault/censorship resistant database or companies that enable new business models with personal but undisclosed data.\n\n![Fluence database](https://cdn-images-1.medium.com/max/1600/0*FmTzxnYr9wPuyHNa.)\n\n## Secured data markets\nWith a flexible model of data access permissions built on Ethereum smart contracts, Fluence makes possible a variety of different markets to emerge. Imagine a service that aggregates genomics data from people, does some research investigations and sells results to a pharma company. Resulting revenue is shared between researchers, people who provided the data and miners where the data is securely being stored. A product like [Encrypgen](https://www.encrypgen.com/) may entirely be built on top of Fluence.\n\nYou may see examples of such economy in finance, insurance, health and many other industries. Look at great recent [TRI and BigchainDB](https://blog.bigchaindb.com/bigchaindb-and-tri-announce-decentralized-data-exchange-for-sharing-autonomous-vehicle-data-61982d2b90de) proof of concept with aggregating data from distributed autonomous vehicles.\n\nCompanies [spend billions](https://www.google.ru/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0ahUKEwian-O61YXVAhVhGZoKHYgXDMsQFggoMAA&url=http%3A%2F%2Fwww.mckinsey.com%2F~%2Fmedia%2Fmckinsey%2Findustries%2Fhealthcare%2520systems%2520and%2520services%2Four%2520insights%2Fthe%2520big%2520data%2520revolution%2520in%2520us%2520health%2520care%2Fthe_big_data_revolution_in_healthcare.ashx&usg=AFQjCNGzh7s7NGtVgv8Fs_2llH4uij1sBw&cad=rjt) to exchange sensitive and regulated data securely. Enterprises seek ways for flexible access management of their private data. With Fluence it becomes straightforward and affordable.\n\n![Fluence data markets](https://cdn-images-1.medium.com/max/1600/0*SaxXMs1my-xw_46x.)\n\n## And this is only the beginning.\nImagine the world where apps became fully decentralized. Databases are placed in the encrypted fault-resistance cloud, where all control to the data is managed by owners. Applications are deployed to [Inter Planetary File System](https://ipfs.io/) and perform calculations in decentralized clouds like [Golem](https://golem.network/). Personal data is entirely controlled by its owners, and there is no way to compromise, censor or delete it without authorized permission.\n\n## [Join our Pre-ICO](http://fluence.ai/preico) as an early investor.\n## Join our community on [Twitter](https://www.twitter.com/@FluenceAI), [Telegram](https://t.me/FluenceAI) or [Medium](https://medium.com/fluenceai)",
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