Abstract: A system for refining one or more synthetic network traffic models is provided. The system generates synthetic network traffic data by applying a deterministic generative rule set to generate at least part of the synthetic network traffic data and applying a probabilistic generative model to generate at least part of the synthetic network traffic data. The system generates an assessment of the generated synthetic network traffic data by applying a deterministic discriminative rule set to the synthetic network traffic data and by applying a discriminative classifier model to the synthetic network traffic data. The system updates one or both of the probabilistic generative model and the discriminative classifier model based on the generated assessment.

Abstract: Systems for switching optical signals are disclosed. Such a system may include a splitter and a plurality of polarizing filters. The splitter may be configured to receive emitted light and duplicate the emitted light into a plurality of light copies. Each polarizing filter may have a polarization and may be operably connected to the splitter. In addition, each polarizing filter may be configured to receive at least one of the plurality of light copies, filter the at least one of the plurality of received light copies such that light having a similar polarization as that of the polarizing filter passes through the polarizing filter, and output one of a plurality of outputs.

Abstract: A method for analyzing data is provided. The method includes generating, using a processing device, a graph from raw data, the graph including a plurality of nodes and edges, deriving, using the processing device, at least one label for each node using a deep belief network, and identifying, using the processing device, a predetermined pattern in the graph based at least in part on the labeled nodes.

Abstract: Systems for switching optical signals are disclosed. Such a system may include a splitter and a plurality of polarizing filters. The splitter may be configured to receive emitted light and duplicate the emitted light into a plurality of light copies. Each polarizing filter may have a polarization and may be operably connected to the splitter. In addition, each polarizing filter may be configured to receive at least one of the plurality of light copies, filter the at least one of the plurality of received light copies such that light having a similar polarization as that of the polarizing filter passes through the polarizing filter, and output one of a plurality of outputs.

Abstract: A system for transmitting data on an optical burst network. The system includes an optical core configured to switch data bursts based upon a wavelength of the data bursts. The system also includes a plurality of switch port devices operably connected to the optical core, wherein at least one of the plurality of switch port devices is configured to transfer the data bursts to the optical core and at least one of the plurality of switch port devices is configured to receive the data bursts from the optical core. The system further includes at least one control plane processor operably connected to the plurality of switch port devices and configured to transmit scheduling information to at least one of the plurality of switch port devices configured to transfer the data bursts to the optical core.

Abstract: A switch port device for transmitting and receiving optical bursts over an optical burst network. The switch port device includes a first end device interface configured to receive incoming data from a first end device and intended for a destination device, a processing device operably connected to the first end device interface and configured to control the modulation of the incoming data to a wavelength associated with the destination device to produce a modulated burst, an optical transmitter operably connected to the processing device and configured to transmit the modulated burst to an optical core, and an optical receiver operably connected to the processing device and configured to receive at least one incoming optical burst from the optical core.

Abstract: A switch for switching optical signals. The switch includes a plurality of inputs, wherein each of the plurality of inputs receives one of a plurality of input signals, and at least one coupling element operably connected to two or more of the plurality of inputs and configured to combine at least two of the input signals into a combined output signal. The switch further includes a splitting element operably connected to the at least one coupling element and configured to demultiplex the combined output signal to produce a plurality of demultiplexed output signals. A control plane processor is operably connected to at least one of the plurality of inputs and is configured to determine a schedule for one or more devices operably connected to the plurality of inputs to transmit data bursts.

Abstract: A switch port device for transmitting and receiving optical bursts over an optical burst network. The switch port device includes a plurality of end device interfaces, each interface connected to a local end device and configured to receive incoming data from the local end device. A protocol switch is connected to the plurality of end device interfaces and is configured to transfer the data to a second local end device if the destination device is the second local end device. Otherwise, a processing device is operably connected to the protocol switch and configured to modulate the incoming data to a wavelength associated with the destination device to produce a modulated burst. An optical transmitter is configured to transmit the modulated burst to an optical core and an optical receiver is configured to receive at least one incoming optical burst from the optical core.

Abstract: Systems and methods for switching optical signals are disclosed. A switch may include a plurality of inputs, at least one coupling element operably connected to two or more of the plurality of inputs and a splitting element operably connected to the at least one coupling element. Each of the plurality of inputs may receive one of a plurality of input signals. The at least one coupling element may be configured to combine at least two of the input signals into a combined output signal. The splitting element may be configured to demultiplex the combined output signal to produce a plurality of demultiplexed output signals.

Abstract: Methods and systems for using a wavelength as an address in an optical network are disclosed. In particular, methods for selecting a wavelength for a particular node in an optical network, resolving a wavelength for a destination node in an optical network from a network address, and receiving and transmitting data packets at particular wavelengths are disclosed. A resulting system implementing such methods may significantly reduce space, weight and power measurements while transferring data at high rates for a data network.