Peer Review Report
Summary
This manuscript presents an interesting exploration of consensus mechanisms adapted for resource-constrained edge computing environments. The authors propose a modified Raft protocol that reduces message complexity while maintaining safety guarantees.
Strengths
- Clear motivation for the problem addressed
- Rigorous theoretical analysis of the proposed algorithm
- Comprehensive experimental evaluation across multiple scenarios
- Well-written with good organization and clarity
Weaknesses
- Limited discussion of related work in edge computing consensus
- Experimental setup could benefit from larger-scale deployments
- Some notation inconsistencies in Section 3.2
Detailed Comments
Section 2 (Background): The background provides adequate context, though a deeper comparison with recent edge-specific consensus work would strengthen positioning.
Section 3 (Proposed Method): The core contribution is sound. The proof of Theorem 3.1 is correct, though the notation $\\alpha_i$ vs $\\alpha^i$ should be made consistent.
Section 4 (Evaluation): Experimental results are convincing for the tested scenarios. Consider adding results from deployments with >100 nodes to demonstrate scalability claims.
Recommendation
Decision: Accept with Minor Revisions
This is a solid contribution that advances the state of the art in edge computing consensus. The identified weaknesses are addressable through minor revisions and do not detract from the paper's core contributions. I recommend acceptance pending the following minor revisions:
- Expand related work discussion in Section 2
- Clarify notation in Section 3.2
- Add brief discussion of larger-scale deployment considerations
The authors should be able to address these points without requiring a second round of review.