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A full-stack study of blockchains on security, performance, and incentive
Wang, Gerui
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https://hdl.handle.net/2142/115493
Description
- Title
- A full-stack study of blockchains on security, performance, and incentive
- Author(s)
- Wang, Gerui
- Issue Date
- 2022-04-19
- Director of Research (if dissertation) or Advisor (if thesis)
- Viswanath, Pramod
- Doctoral Committee Chair(s)
- Viswanath, Pramod
- Committee Member(s)
- Rosu, Grigore
- Miller, Andrew
- Ren, Ling
- Nayak, Kartik
- Department of Study
- Computer Science
- Discipline
- Computer Science
- Degree Granting Institution
- University of Illinois at Urbana-Champaign
- Degree Name
- Ph.D.
- Degree Level
- Dissertation
- Keyword(s)
- blockchain
- consensus
- incentive
- blockchain performance
- smart contract
- blockchain forensics
- Abstract
- Blockchains have attracted colossal attention recently and are impacting various research areas while encountering several stiff challenges. This thesis makes contributions to blockchains by addressing three vital challenges in security, performance, and incentive. First, the security challenge arises when malicious parties are beyond the threshold and launch a successful safety attack. A novel action called forensics is designed to detect the attackers with irrefutable proof. Moreover, the forensic support metric is mathematically formalized and systematically characterized for Byzantine fault-tolerant (BFT) protocols such as PBFT, HotStuff, and VABA, all of which possess strong forensic support. On the contrary, Algorand, a player replaceable protocol, is shown to have no forensic support. A novel protocol with both player replaceability and strong forensic support is presented to demonstrate the feasibility of having both properties in one BFT protocol. Next, the performance challenge refers to the consensus layer bottleneck of permissionless blockchains. This bottleneck is removed by a novel consensus protocol called Prism, implemented in clients with a flexible interface to support smart contracts. Experiments show empirical evidence that Prism has removed the consensus layer performance bottleneck. Finally, the incentive challenge is the phenomenon of token compounding in proof-of-stake (PoS) blockchains which leads to unfair reward distribution and discourages parties with a small number of tokens from joining PoS blockchains. A metric of fair reward distribution called equitability is mathematically formalized and analyzed for extant reward distribution mechanisms. Furthermore, a novel mechanism called the geometric reward is introduced and proved to be the most equitable.
- Graduation Semester
- 2022-05
- Type of Resource
- Thesis
- Copyright and License Information
- Copyright 2022 Gerui Wang
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Graduate Dissertations and Theses at Illinois PRIMARY
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