EFFICIENT USE OF COMPUTING RESOURCES THROUGH TRANSFORMATION AND COMPARISON OF TRADE DATA TO MUSICAL PIECE REPRESENTATION AND METRICAL TREES

摘要: A system for processing and monitoring trade data receives transforms activities to a musical piece representation, converts the representation metrical tree, performs analysis that provides more accurate onset detection at accelerated speed with efficient use of computing resources by placing emphasis on information hierarchically contained in tree than structure when comparing matching patterns, such as potential market manipulation, change signal, synthetically created trades, or likelihood set will result price move one financial assets against plans. The analytical further weights-in identified signals determines scores reflect irregularities. When score does not meet preconfigured threshold, corresponding action is executed.