Epoch
DeFiAn epoch is one complete cycle where the algorithm processes all the data it has to learn from in machine learning.
An epoch is a fixed unit of time or a set number of blocks used to organize and schedule important events on a blockchain. Rather than having certain processes happen continuously or unpredictably, time is divided into regular windows and those processes are batched together. This makes the network’s behavior more predictable and easier to coordinate.
On Ethereum’s Proof of Stake network, one epoch consists of 32 slots and each slot is 12 seconds long — making each epoch about 6.4 minutes. During each epoch, a specific committee of validators is assigned to attest to blocks, and rewards and penalties are calculated and distributed. After each epoch ends, the system reassigns roles, evaluates performance, and prepares for the next one. The concept also appears in Solana’s Proof of History and other chains, but the unifying idea is always about creating structured, repeating time intervals that give the network a reliable internal clock.
Example: Think of a school semester. Grades, course enrollments, and schedules do not change every single day — they are recalculated and reassigned at the start of each new semester. Epochs in blockchain work the same way: they create a regular rhythm for handling administrative tasks that would be chaotic if done constantly.
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