Definition ∞ Logarithmic scaling refers to the property of a system where its performance or resource requirements grow at a logarithmic rate relative to an increase in input size. In blockchain technology, this signifies that as the number of transactions or users grows, the computational or storage burden on the network increases much slower than linearly. This characteristic is highly desirable for achieving significant scalability without compromising decentralization. It allows systems to handle large workloads efficiently.
Context ∞ Logarithmic scaling is a key topic in discussions about blockchain scalability solutions, particularly in the context of zero-knowledge rollups and other layer-2 protocols. News often highlights new cryptographic constructions or data structures that exhibit this property, enabling networks to process vastly more transactions. The pursuit of logarithmic scaling aims to overcome current throughput limitations in decentralized systems.
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