Abstract: Disclosed herein are novel biomarkers for identifying patients, with cancer, likely to benefit from treatment with an anti-CD25 agent. Also disclosed are methods using said biomarkers for making a treatment decision—or monitoring treatment with an anti-CD25 agent as well as methods of treating a patient, with cancer, comprising administering an anti-CD25 agent based on prior use of the present biomarkers.

Abstract: Disclosed herein are systems and methods for intelligent metadata management and data lineage tracing. In exemplary embodiments of the present disclosure, a data element can be traced throughout multiple applications, platforms, and technologies present in an enterprise to determine how and where the specific data element is utilized. The data element is traced via a hierarchical key that defines it using metadata. In this way, metadata is interpreted and used to trace data lineage from one end of an enterprise to another.

Abstract: An apparatus may include a flow cache module that is arranged and configured to derive, at runtime, a custom sequence of code segments for packets belonging to a specific connection using a first packet of the specific connection and a parser module that is arranged and configured to identify packets as belonging to the specific connection using an Internet Protocol (IP) tuple of the packets, where the flow cache module is arranged and configured to apply the custom sequence of code segments to the identified packets.

Abstract: An apparatus may include a flow cache module that is arranged and configured to derive, at runtime, a custom sequence of code segments for packets belonging to a specific connection using a first packet of the specific connection and a parser module that is arranged and configured to identify packets as belonging to the specific connection using an Internet Protocol (IP) tuple of the packets, where the flow cache module is arranged and configured to apply the custom sequence of code segments to the identified packets.

Abstract: A system may include a processor that is arranged and configured to receive initial data packets from a data stream, to classify the initial data packets from the data stream and to populate one or more tables with information based on the classification of the initial data packets from the data stream. The system may include a bus in communication with the processor and an engine, in communication with the bus, that is arranged and configured to process subsequent data packets from the data stream using the information present in the one or more tables such that the subsequent data packets from the data stream bypass the processor.