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Theoretical Analysis

Oct 17, 2025, 2 min read

vac:dst:waku:2025q3-waku-theoretical-analysis

Description

Conduct theoretical analysis Waku project to explore their feasibility, limitations, and potential outcomes. By modeling different scenarios and comparing theoretical expectations with real-world experiments, we can refine our understanding and guide future research directions. We will perform analysis of parameters that are interesting for Waku (bandwidth, message latency, …) and how parameters (number of nodes, payload, protocols) affects them. This work ensures that projects are grounded in solid theoretical foundations before moving to practical implementation.

Background

Theoretical analysis plays a critical role in scientific research, providing a structured approach to evaluating ideas before they are tested experimentally. By analyzing different models, assumptions, and constraints, we can identify key challenges early on and optimize experimental designs. This process helps save resources, minimize risks, and increase the likelihood of meaningful discoveries. Furthermore, comparing theoretical results with experimental data allows for continuous refinement, leading to more accurate predictions and insights.

Narratives

Conduit of Expertise: Sharing theoretical insights with the community fosters a culture of rigorous scientific discussion, allowing researchers to challenge and improve upon each other’s work. Open dialogue and peer review strengthen the foundation of our research efforts. Premier Research of Destination: A strong theoretical framework enhances the credibility and depth of our research, ensuring that projects are built on well-reasoned analysis.

Task list

Note: Tasks need to be coordinated with other projects

Waku bandwidth

  • fully qualified name: vac:dst:waku:2025q3-waku-theoretical-analysis:bandwidth
  • owner: Farooq
  • status: 100%
  • start-date: 2025-09-17
  • end-date: 2025-09-30

Description

Calculate the theoretical expected value for Waku bandwidth usage. The calculation should be similar for nim-libp2p as well. Derive a formula that can depend on the number of nodes, payload size, and message rate. This result will be used to compare the bandwidth usage in Kubernetes with the theoretical values. More info

Deliverables

Waku message dissemination

  • fully qualified name: vac:dst:waku:2025q3-waku-theoretical-analysis:message-dissemination
  • owner: Farooq
  • status: 100%
  • start-date: 2025-09-17
  • end-date: 2025-09-30

Description

Calculate the theoretical expected value for Waku latency. The calculation should be similar for nim-libp2p as well. Derive a formula that can depend on the number of nodes, payload size, and message rate, if they apply. This result will be used to compare the latencies measured in Kubernetes with the theoretical values. More info

Deliverables

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