Highlights
Task
Abstract—Blockchain systems establish a cryptographically secure data structure for storing data in the form of a hash chain. We use a novel combination of distributed storage, private key encryption, and Shamirs secret sharing scheme to distribute transaction data, without significant loss in data integrity. Additionally, using Shamirs secret sharing scheme on the hash values and dynamic zone allocation, we further enhance the integrity. We highlight the tradeoff in storage cost and data loss probability with varying zone size choices. We also study the tradeoff between recovery cost and security from adversarial corruption with varying recovery mechanisms. Then, we formulate code design, given a probability of data recovery and targeted corruption, as an integer program. Using the coding scheme we establish a mechanism to insure data, for instance in blockchain-based cloud storage systems, based on the value of the data, by understanding the costs involved for the service provider.
I. INTRODUCTION
The invention of bitcoin almost a decade ago brought blockchains into prominence in the business world. Blockchains maintain a shared version of a transaction ledger with each peer in the network storing a copy reducingthe friction in financial networks caused by intermediaries using different technology infrastructures. The technology has created a new environment of business transactions and self-regulated cryptocurrencies [1], [2]. Owing to their favorable properties, blockchains are being adopted extensively outside cryptocurrencies in a variety of novel application domains such as medicine, supply chain management, global trade, and government services [3]. Blockchains are expected to revolutionize the way financial/business transactions are done, such as through smart contracts [4], [5]. More recently, cloud storage systems such as STORJ and SIA have been designed using blockchain, offering heightened security guarantees and a new approach to decentralized storage. However, blockchain works on the premise that every peer stores the entire transaction ledger as a hash chain, even though the data is meaningless to peers that are not party to the transaction. Consequently, individual nodes incur a significant ever-increasing storage cost [6]. Note that secure storage may be much more costly than raw hard drives, e.g. due to infrastructure and staffing costs. With storage costs expected to saturate due to the ending of Moore’s Law, storage is a pressing concern for the large-scale adoption of blockchain.
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