TY - GEN
T1 - How Does Stake Distribution Influence Consensus? Analyzing Blockchain Decentralization
AU - Motepalli, Shashank
AU - Jacobsen, Hans Arno
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - In the PoS blockchain landscape, the challenge of achieving full decentralization is often hindered by a disproportionate concentration of staked tokens among a few validators. This study analyses this challenge by first formalizing decentralization metrics for weighted consensus mechanisms. An empirical analysis across ten permissionless blockchains uncovers significant weight concentration among validators, underscoring the need for an equitable approach. To counter this, we introduce the Square Root Stake Weight (SRSW) model, which effectively recalibrates staking weight distribution. Our examination of the SRSW model demonstrates notable improvements in the decentralization metrics: the Gini index improves by 37.16 % on average, while Nakamoto coefficients for liveness and safety see mean enhancements of 101.04 % and 80.09 %, respectively. This research is a pivotal step toward a more fair and equitable distribution of staking weight, advancing the decentralization in blockchain consensus mechanisms.
AB - In the PoS blockchain landscape, the challenge of achieving full decentralization is often hindered by a disproportionate concentration of staked tokens among a few validators. This study analyses this challenge by first formalizing decentralization metrics for weighted consensus mechanisms. An empirical analysis across ten permissionless blockchains uncovers significant weight concentration among validators, underscoring the need for an equitable approach. To counter this, we introduce the Square Root Stake Weight (SRSW) model, which effectively recalibrates staking weight distribution. Our examination of the SRSW model demonstrates notable improvements in the decentralization metrics: the Gini index improves by 37.16 % on average, while Nakamoto coefficients for liveness and safety see mean enhancements of 101.04 % and 80.09 %, respectively. This research is a pivotal step toward a more fair and equitable distribution of staking weight, advancing the decentralization in blockchain consensus mechanisms.
UR - http://www.scopus.com/inward/record.url?scp=85203558347&partnerID=8YFLogxK
U2 - 10.1109/ICBC59979.2024.10634400
DO - 10.1109/ICBC59979.2024.10634400
M3 - Conference contribution
AN - SCOPUS:85203558347
T3 - 2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024
SP - 343
EP - 352
BT - 2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024
Y2 - 27 May 2024 through 31 May 2024
ER -