Algorithms

The Mathematics of Maglev: An Analysis of Consistent Hashing in eBPF Load Balancers

Load balancing at scale requires more than engineering intuition. When Google introduced Maglev, they presented an elegant solution to a fundamental distributed systems problem. Today, this algorithm powers critical infrastructure through implementations like Cilium's eBPF-based load balancer.

Advanced Algebraic Analysis of Consistent Hashing: Theoretical Extensions to Maglev

While Maglev provides O(1) lookups with near-uniform load and low disruption, its mathematical structure invites deeper algebraic analysis. This article explores advanced theoretical perspectives on Maglev through the lens of group theory, Galois fields, and modern cryptography.