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World of Software > Computing > The Math Behind Blockchain Scheduling and Transaction Fee Mechanisms | HackerNoon
Computing

The Math Behind Blockchain Scheduling and Transaction Fee Mechanisms | HackerNoon

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Last updated: 2025/10/14 at 6:34 AM
News Room Published 14 October 2025
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Table of Links

Abstract and 1. Introduction

1.1 Our Approach

1.2 Our Results & Roadmap

1.3 Related Work

  1. Model and Warmup and 2.1 Blockchain Model

    2.2 The Miner

    2.3 Game Model

    2.4 Warm Up: The Greedy Allocation Function

  2. The Deterministic Case and 3.1 Deterministic Upper Bound

    3.2 The Immediacy-Biased Class Of Allocation Function

  3. The Randomized Case

  4. Discussion and References

  • A. Missing Proofs for Sections 2, 3
  • B. Missing Proofs for Section 4
  • C. Glossary

A: Missing Proofs for Sections 2, 3

We now note that a few facts that hold true for any n when x1 ≥ ℓ + ϵ:

We separate to several subcases:

B Missing Proofs for Section 4

We now compare ALG and ADV ’s performance in different steps along the adversary schedule, separating the steps before n and the last two steps.

Step i < n.

ALG expected performance:

Notice that this amortization of considering the i + 1 is only relevant for ADV, as ALG in such case necessarily has no transactions remaining to choose from at step i + 1.

where the last transition is since for any 0 ≤ λ ≤ 1, the expression

We now move on to analyze steps n, n + 1.

ALG expected performance at step n, n + 1:

As the base case, consider k = n. Then,

For the inductive step,

We thus need to show that

With this potential function, we can thus write at step i,

C Glossary

A summary of all symbols and acronyms used in the paper.

C.1 Symbols

ψ Transaction schedule function.

x Allocation function.

B Predefined maximal block-size, in bytes.

λ Miner discount factor.

ϕ Transaction fee of some transaction, in tokens.

T Miner planning horizon.

ℓ Immediacy ratio for our non-myopic allocation rule.

µ TTL of past transactions.

α Miner’s relative mining power, as a fraction. u Miner revenue.

t TTL of a transaction.

tx A transaction.

C.2 Acronyms

mempool memory pool

PoS Proof-of-Stake

PoW Proof-of-Work

QoS quality of service

TFM transaction fee mechanism

TTL time to live

:::info
Authors:

(1) Yotam Gafni, Weizmann Institute ([email protected]);

(2) Aviv Yaish, The Hebrew University, Jerusalem ([email protected]).

:::


:::info
This paper is available on arxiv under CC BY 4.0 DEED license.

:::

[2] The argument of [CCFJST06] is done by showing conditions that hold for any fixed x ∈ [−1, 0], and so they hold for any fixed x ∈ [−λ, 0] as well.

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