Abstract: A hashing system (e.g., including a message expander) receives word data associated with a message. The hashing system identifies a plurality of message expansion computations that are configured to use the word data to generate a hash for the message. The hashing system pre-computes at least one message expansion computation of the plurality of message expansion computations using the word data to generate at least one constant. The hashing system executes a modified plurality of message expansion computations to generate the hash of the message. Executing the modified plurality of message expansion computations includes replacing the at least one message expansion computation of the plurality of message expansion computations with the at least one constant.

Abstract: Dynamically optimizing routing within a decentralized network is described. In accordance with the described techniques, a node operator accesses historical state data associated with a decentralized network layered on top of a blockchain network. Using machine learning, the node operator trains one or more models based on the historical state data. For example, the node operator trains the one or more models to optimize routing within the decentralized network. In near-real time and using the one or more models, the node operator monitors state data (e.g., current state data) associated with the decentralized network. Based at least in part on the monitoring, the node operator performs one or more actions to optimize the routing within the decentralized network.

Abstract: A hashing system (e.g., including a message expander) receives word data associated with a message. The hashing system identifies a plurality of message expansion computations that are configured to use the word data to generate a hash for the message. The hashing system pre-computes at least one message expansion computation of the plurality of message expansion computations using the word data to generate at least one constant. The hashing system executes a modified plurality of message expansion computations to generate the hash of the message. Executing the modified plurality of message expansion computations includes replacing the at least one message expansion computation of the plurality of message expansion computations with the at least one constant.