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In recent years, prominent blockchain systems such as Bitcoin and Ethereum have experienced explosive growth in transaction volume, leading to frequent surges in demand for limited block space and causing transaction fees to fluctuate by…

Computer Science and Game Theory · Computer Science 2023-10-31 Matheus V. X. Ferreira , Daniel J. Moroz , David C. Parkes , Mitchell Stern

Participation in permissionless blockchains results in competition over system resources, which needs to be controlled with fees. Ethereum's current fee mechanism is implemented via a first-price auction that results in unpredictable fees…

Computer Science and Game Theory · Computer Science 2021-06-08 Stefanos Leonardos , Barnabé Monnot , Daniël Reijsbergen , Stratis Skoulakis , Georgios Piliouras

Ethereum Improvement Proposal (EIP) 1559 was recently implemented to transform Ethereum's transaction fee market. EIP-1559 utilizes an algorithmic update rule with a constant learning rate to estimate a base fee. The base fee reflects…

Computer Science and Game Theory · Computer Science 2022-04-20 Daniël Reijsbergen , Shyam Sridhar , Barnabé Monnot , Stefanos Leonardos , Stratis Skoulakis , Georgios Piliouras

We develop a general and practical framework to address the problem of the optimal design of dynamic fee mechanisms for multiple blockchain resources. Our framework allows to compute policies that optimally trade-off between adjusting…

Computer Science and Game Theory · Computer Science 2023-09-25 Davide Crapis , Ciamac C. Moallemi , Shouqiao Wang

Transaction fee markets are essential components of blockchain economies, as they resolve the inherent scarcity in the number of transactions that can be added to each block. In early blockchain protocols, this scarcity was resolved through…

Computer Science and Game Theory · Computer Science 2022-12-16 Stefanos Leonardos , Daniël Reijsbergen , Barnabé Monnot , Georgios Piliouras

The ``EIP-1599 algorithm'' is used by the Ethereum blockchain to assemble transactions into blocks. While prior work has studied it under the assumption that bidders are ``impatient'', we analyze it under the assumption that bidders are…

Computer Science and Game Theory · Computer Science 2026-03-17 Moshe Babaioff , Noam Nisan

Blockchain systems come with the promise of being inclusive for a variety of decentralized applications (DApps) that can serve different purposes and have different urgency requirements. Despite this, the transaction fee mechanisms…

Computer Science and Game Theory · Computer Science 2023-04-13 Aggelos Kiayias , Elias Koutsoupias , Philip Lazos , Giorgos Panagiotakos

A transaction fee mechanism (TFM) is an essential component of a blockchain protocol. However, a systematic evaluation of the real-world impact of TFMs is still absent. Using rich data from the Ethereum blockchain, the mempool, and…

General Economics · Economics 2025-08-11 Yulin Liu , Yuxuan Lu , Kartik Nayak , Fan Zhang , Luyao Zhang , Yinhong Zhao

In a Shared Mobility on Demand Service (SMoDS), dynamic pricing plays an important role in the form of an incentive for the decision of the empowered passenger on the ride offer. Strategies for determining the dynamic tariff should be…

Optimization and Control · Mathematics 2020-07-06 Yue Guan , Anuradha M. Annaswamy , H. Eric Tseng

Transaction fee plays an important role in determining the priority of transaction processing in public blockchain systems. Owing to the observability of unconfirmed transactions, a strategic user can postpone his transaction broadcasting…

Computer Science and Game Theory · Computer Science 2025-12-29 Qianlan Bai , Yuedong Xu , Zhijian Zhou , Xin Wang

Demand for blockchains such as Bitcoin and Ethereum is far larger than supply, necessitating a mechanism that selects a subset of transactions to include "on-chain" from the pool of all pending transactions. This paper investigates the…

Cryptography and Security · Computer Science 2023-12-27 Tim Roughgarden

EIP-1559 is a proposal to make several tightly coupled additions to Ethereum's transaction fee mechanism, including variable-size blocks and a burned base fee that rises and falls with demand. This report assesses the game-theoretic…

Computer Science and Game Theory · Computer Science 2020-12-03 Tim Roughgarden

Ethereum's transaction pool (mempool) dynamics and fee market efficiency critically affect transaction inclusion, validator workload, and overall network performance. This research empirically analyzes gas price variations, mempool…

Cryptography and Security · Computer Science 2025-06-10 S M Mostaq Hossain , Amani Altarawneh

Regularization of control policies using entropy can be instrumental in adjusting predictability of real-world systems. Applications benefiting from such approaches range from, e.g., cybersecurity, which aims at maximal unpredictability, to…

Systems and Control · Electrical Eng. & Systems 2026-02-18 Menno van Zutphen , Giannis Delimpaltadakis , Maurice Heemels , Duarte Antunes

Blockchain enables peer-to-peer transactions in cyberspace without a trusted third party. The rapid growth of Ethereum and smart contract blockchains generally calls for well-designed Transaction Fee Mechanisms (TFMs) to allocate limited…

General Economics · Economics 2023-05-05 Luyao Zhang , Fan Zhang

Traditional blockchain systems, such as Ethereum, typically rely on a \emph{single volatile cryptocurrency for transaction fees}. This leads to fluctuating transaction fee prices and limits the flexibility of users' payment options. To…

Computational Engineering, Finance, and Science · Computer Science 2024-11-22 Mingzhe Li , Bo Gao , Kentaroh Toyoda , Yechao Yang , Juniarto Samsudin , Haibin Zhang , Sifei Lu , Tai Hou Tng , Kerching Choo , Andy Ting , Siow Mong Rick Goh , Qingsong Wei

In 2021 Ethereum adjusted the transaction pricing mechanism by implementing EIP-1559, which introduces the base fee - a network fee that is burned and dynamically adjusts to the network demand. The authors of the Ethereum Improvement…

Computer Science and Game Theory · Computer Science 2023-08-09 Sarah Azouvi , Guy Goren , Lioba Heimbach , Alexander Hicks

Maximal Extractable Value (MEV) has emerged as a new frontier in the design of blockchain systems. In this paper, we propose making the MEV extraction rate as part of the protocol design space. Our aim is to leverage this parameter to…

Computer Science and Game Theory · Computer Science 2024-10-02 Pedro Braga , Georgios Chionas , Piotr Krysta , Stefanos Leonardos , Georgios Piliouras , Carmine Ventre

EIP-1559 is a new proposed pricing mechanism for the Ethereum protocol developed to bring stability to fluctuating gas prices. To properly understand this as a stochastic process, it is necessary to develop the mathematical foundations to…

Computer Science and Game Theory · Computer Science 2021-05-24 Ian C. Moore , Jagdeep Sidhu

In this paper, we investigate the scheduling design of a mobile edge computing (MEC) system, where active mobile devices with computation tasks randomly appear in a cell. Every task can be computed at either the mobile device or the MEC…

Information Theory · Computer Science 2020-04-17 Shanfeng Huang , Bojie Lv , Rui Wang , Kaibin Huang
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