Abstract: Systems and methods for pre-processing data to facilitate efficient and accurate machine learning are provided. The data may include market data. The pre-processing may include partitioning the data into windows assigning categories to windows generate a series of vectors. The series of vectors then being input into a computer system that executes a machine learning algorithm to efficiently train a neural network used to identify structure or patterns therein.

Abstract: Systems and methods are provided for efficiently processing withholding payments for constructive dividends. A party that receives constructive dividend payments also has a corresponding short position in a withholding financial instrument. A clearing house computer system adjusts the value of a withholding financial instrument in response to receipt of constructive dividend payments. The clearing house computer system determines a variation margin amount for the short party and processes a variation margin payment from the short party to a withholding account through the variation margin settlement system.

Abstract: The disclosed embodiments relate to systems and methods for generating an optimal solution for determining a value for one or more base data objects. A plurality of solutions include one or more composite data objects transacted by a transaction system processor. The composite data objects include the one or more base data objects. An optimal solution is generated by using data indicative of a level of activity and a number of sources for each of the plurality of composite data objects.

Abstract: Systems, devices and methods for adaptive compression of stored information includes a memory management computing device programmed to monitor a size of a plurality of data structures stored in a data repository. The computing device compares the size of each of a plurality of data structures to a predetermined threshold. When a size of an uncompressed data structure meets the threshold, the memory management computing device calculates a value of a first compression parameter based on a value of a first parameter and a value of a second parameter of each data element of the uncompressed data structure, calculates a value of a second compression parameter based the value of the first parameter of each data element of the uncompressed data structure, generates a compressed data structure based on the value of the first compression parameter and the second compression parameter; and replaces, in the data repository, the uncompressed data structure with the compressed data structure.

Abstract: The disclosed embodiments relate to ensuring that a selected value, selected, for example, via interaction with a graphic user interface, of a dynamically changing parameter, such as a price, is used when generating an electronic data transaction request message in a data transaction processing system, such as an electronic trading system. The data transaction processing system being a system in which data items, such as financial contracts, e.g., futures contracts, are transacted or otherwise traded by a hardware matching processor that attempts to match electronic data transaction request messages with electronic data transaction request messages counter thereto for the same one of the data items based on multiple transaction parameters. A selected value is temporarily buffered allowing the represented value to update wherein a subsequently generated transaction may be based on the buffered value rather than an updated value.

Abstract: A physical container (e.g., a battery) may be filled up (charged) or emptied (discharged) with energy commensurate with requirements to post a particular amount of collateral. The disclosure provides computing systems and methods for processing data using a novel combination of wavelet techniques and rolling techniques to more efficiently detect seasonality in particular products (e.g., energy products) to more accurately model and determine collateral/margin requirements. A clearinghouse computing device may be configured to generate a margin requirement for a portfolio of products and may include a processor to process instructions that cause the clearinghouse computing device to perform wavelet decomposition and rolling methods on a historical database of records.

Abstract: The disclosed embodiments relate to automated enablement of deferred physical delivery of an asset, for which physical delivery is called for in a bilateral contract, by automatically settling the bilateral contract among the parties thereto with positions in specifically tailored futures contracts with a defined later delivery date and, based thereon, extinguishing the bilateral contract requirement for physical delivery. This electronic substitution of equivalent futures positions for both parties in place of the physical delivery requirement, the delivery and payment obligations are bifurcated enabling either party to continue, unpenalized, with their respective obligation irrespective of the other party's actions, enabling the resultant positions available for offsetting/netting, so as to readily exit a position or utilize it to reduce monetary requirements, e.g.

Abstract: An apparatus and a computer implemented method for managing data streams to a terminal device according to peak levels is disclosed. A streaming device (e.g., exchange device) may provide the data streams in response to requests received from the terminal devices. A network device in the communication path between the streaming device and the terminal device may route the data streams.

Abstract: A system and method for processing electronic data messages mitigate the transmission of one or more electronic messages including a sequence of data as a plurality of packets characterized by a sequence therebetween corresponding to the sequence of the data of the electronic message, each packet including data indicative of the sequence of that packet relative to the others of the plurality of packets, to a receiving system, prior to the sender determining that the message(s) is/are desired, alone or in conjunction with subsequently canceling or otherwise invalidating the message(s). The system and method mitigate such behavior by adding a timestamp when the packets are received, detecting if at least one of the received augmented packets of the electronic data message was received by the network interface in an order different from the sequence between the plurality of packets, and taking an action with respect to the electronic data message.

Abstract: The disclosed systems and methods relate to allowing trading of over the counter (“OTC”) foreign exchange (“FX”) contracts on a centralized matching and clearing mechanism, such as that of the Chicago Mercantile Exchange's (“CME”'s) futures exchange system (the “Exchange”). The disclosed systems and methods allow for anonymous transactions, centralized clearing, efficient settlement and the provision of risk management/credit screening mechanisms to lower risk, reduce transaction costs and improve the liquidity in the FX market place. In particular, the disclosed embodiments increase speed of execution facilitating growing demand for algorithmic trading, increased price transparency, lower cost of trading, customer to customer trading, and automated asset allocations, recurring trades as well as clearing and settlement efficiencies.

Abstract: A computer implemented method and system for a selectively replicated trustless persistent store is provided using a bilateral distributed ledger. The selectively replicated trustless persistent store synchronizes current state data stores shared among multiple parties. Data modifications may be made in any shared store locally and then are automatically replicated across other permissioned stores. The selectively replicated trustless persistent store is responsible for getting the data validated and agreed upon before committing locally.

Abstract: The disclosed embodiments relate to implementation of a trading system, which may also be referred to as a trading system architecture, having improved performance which further assures transactional determinism under increasing processing transaction loads while providing improved trading opportunities, fault tolerance, low latency processing, high volume capacity, risk mitigation and market protections with minimal impact, as well as improved and equitable access to information and opportunities.

Abstract: The disclosed embodiments relate to implementation of a trading system, which may also be referred to as a trading system architecture, having improved performance which further assures transactional determinism under increasing processing transaction loads while providing improved trading opportunities, fault tolerance, low latency processing, high volume capacity, risk mitigation and market protections with minimal impact, as well as improved and equitable access to information and opportunities.

Abstract: A computer implemented method of reducing data elements in a data file includes: receiving a data file including one or more primary data elements; storing the data file in a memory coupled to the processor; generating, from at least one of the one or more primary data elements, a plurality of supplemental data elements; determining whether any of the plurality of supplemental data elements and any of the primary data elements offset each other; and upon determining that at least one of the plurality of supplemental data elements and at least one of the primary data elements offset each other, deleting, from the data file, at least one of the offset supplemental data elements or primary data elements.

Abstract: A monitoring system monitors processing of incoming messages and logs data related to performance of an application that processes the messages. The monitoring system temporarily associates reusable identifiers with the messages and logs data upon each message traversing different points in the application. Each of the identifiers is sized such that the storage space necessary to store the identifier is less than the storage space necessary to store an identifier sized to uniquely identify all of the plurality of messages, and the identifiers and the logged data are configured to minimize a performance penalty of monitoring the application. The monitoring system parses the data, e.g., during post-processing, to determine, from a plurality of data entries that refers to the same identifier, a subset of the data entries where the same identifier was associated with the same message.

Abstract: The disclosed embodiments relate to a user interface which enables a trader to define a bilaterally negotiated strategy, including the agreed upon total price, and the component transactions, and automatically, e.g. with a single action, calculate at least one set of prices for all of the component transactions which mathematically net out to the agreed upon total price, conforms to fair and reasonable live market prices, and adheres to venue pricing rules, such as tick increment/size.

Abstract: A system implements data compression for a plurality of data objects each having a respective fixed data constituent and a variable data constituent. The data compression includes selecting a first subset of the fixed data constituents and a second subset of the variable data constituents. The second subset of the variable data constituents having an end date in common and event timing in common. The system compresses the first subset of the fixed data constituents and the second subset of the variable data constituents by defining a representative data object for the fixed data constituent subset and the variable data constituent subset.

Abstract: A streaming platform reader includes: a reader thread configured to retrieve messages from a plurality of partitions of a streaming platform, wherein each message in the plurality of partitions is associated with a unique identifier; a plurality of queues coupled to the reader thread configured to store messages or an end of partition signal from the reader thread, wherein each queue includes a first position that stores the earliest message stored by a queue; an extraction thread controlled by gate control logic that: compares the identifiers of all of the messages in the first positions of the queues of the plurality of queues, and forwards, to a pool of queues associated with a pool of processing threads, the message content of the message associated with the earliest identifier; and wherein the gate control logic blocks the extraction thread unless each of the queues contains a message or an end of partition signal.

Abstract: The disclosed embodiments relate to implementation of a trading system or trading system architecture having multiple transaction processors that process or execute instructions. The instructions are sent to the transaction processors before they are to be executed, so that when an instruction identifier corresponding to a pre-sent or pre-loaded instruction is sent to a transaction processor, the transaction processor can retrieve and execute the corresponding instruction without unnecessary delay, thus reducing transaction processing latency and improving computing efficiency.

Abstract: A computer implemented method for implementing a real time reconciling shared data structure is disclosed. The shared data structure may be stored in a memory, and a portion of the shared data structure may be coupled with a processor. The computer implemented method may be used for interacting with the shared data structure. The method may comprise the exchange of messages, requesting to change data in the shared data structure, between selected participants, wherein some of the participants must validate requested changes to the shared data. If all participants validate the requests to change data the changes to the data are made, and if less than all participants validate the requests then the changes are not made.