This, the 58th issue of the Transactions on Large-scale Data and Knowledge-centered Systems, contains five fully revised selected regular papers. Topics covered include storing and querying evolving graphs in NoSQL storage models, the data assetization journey, deep learning rainfall nowcasts, fairness assessment, and energy and flexibility based on FlexOffers and Blockchain.