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Efficient Concurrent Execution of Smart Contracts in Blockchains Using Object-Based Transactional Memory.

NETYS(2020)

引用 7|浏览29
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摘要
Several popular blockchains such as Ethereum execute complex transactions through user-defined scripts. A block of the chain typically consists of multiple smart contract transactions (SCTs) . To append a block into the blockchain, a miner executes these SCTs. On receiving this block, other nodes act as validators , who re-execute these SCTs as part of the consensus protocol to validate the block. In Ethereum and other blockchains that support cryptocurrencies, a miner gets an incentive every time such a valid block is successfully added to the blockchain. When executing SCTs sequentially, miners and validators fail to harness the power of multiprocessing offered by the prevalence of multi-core processors, thus degrading throughput. By leveraging multiple threads to execute SCTs, we can achieve better efficiency and higher throughput. Recently, Read-Write Software Transactional Memory Systems (RWSTMs) were used for concurrent execution of SCTs. It is known that Object-based STMs (OSTMs) , using higher-level objects (such as hash-tables or lists), achieve better throughput as compared to RWSTMs. Even greater concurrency can be obtained using Multi-Version OSTMs (MVOSTMs) , which maintain multiple versions for each shared data item as opposed to Single-Version OSTMs (SVOSTMs) . This paper proposes an efficient framework to execute SCTs concurrently based on object semantics, using optimistic SVOSTMs and MVOSTMs. In our framework, a multi-threaded miner constructs a Block Graph (BG) , capturing the object-conflicts relations between SCTs, and stores it in the block. Later, validators re-execute the same SCTs concurrently and deterministically relying on this BG. A malicious miner can modify the BG to harm the blockchain, e.g., to cause double spending . To identify malicious miners, we propose Smart Multi-threaded Validator (SMV) . Experimental analysis shows that proposed multi-threaded miner and validator achieve significant performance gains over state-of-the-art SCT execution framework.
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