Petar Djukic

Determination of optical performance of distributed Raman amplifiers using deep neural networks

Assigning User Plane Functions (UPFs) within a 5G core network

Embedding Concealed Meta-Data Into Deep Neural Networks (DNNs)

Embedding concealed meta-data into deep neural networks (DNNs)

Predicting Forecasting Uncertainty

Traffic matrix estimation with the QSP-MLE model and recursive improvement

Compressing network data using Deep Neural Network (DNN) deployment

Estimating a traffic matrix of a communication network using network topology features

Multi-Level Time Series Forecaster

Detecting and localizing acoustic signals with an optical network

Utilizing polarization characteristics to detect vibrations in optical fibers

Detecting malicious threats in a 5G network slice

Network architecture providing device identification and redirection using whitelisting traffic classification

Machine learning detection of network attacks using traffic and log information

Estimating performance margin of a multi-section path using optical signal-to-noise ratio (OSNR)

Forecasting routines utilizing a mixer to combine deep neural network (DNN) forecasts of multi-variate time-series datasets

Forecasting time-series data in a network environment

Identifying and locating a root cause of issues in a network having a known topology

Selecting where to process data associated with Internet of Things (IoT) devices

Network architecture providing device identification and redirection using whitelisting traffic classification

Network service pricing and resource management in a software defined networking environment

Service enhancement discovery for connectivity traits and virtual network functions in network services

Traffic-adaptive network control systems and methods

Multi-layer modem reclamation systems and methods

Optical channel telemetry

Higher layer compression with lower layer signaling

Network service pricing and resource management in a software defined networking environment

Systems and methods for traffic-aware medium access selection

System and method for uplink grant-free transmission scheme

Service enhancement discovery for connectivity traits and virtual network functions in network services

HARQ frame data structure and method of transmitting and receiving with HARQ in systems using blind detection

Contention-based reservations of network resources

System and method adopting a reliable stop-and-wait hybrid automatic repeat request protocol

Dynamic policy engine for multi-layer network management

Representative bandwidth calculation systems and methods in a network

Optical and packet path computation and selection systems and methods

Virtual busy-tone for full-duplex wireless networks

Pause signals for full-duplex wireless networks

HARQ frame data structure and method of transmitting and receiving with HARQ in systems using blind detection

Inter-domain SDN traffic engineering

System and method for a software defined protocol network node

System and method for zoning in software defined networks

Hierarchical software-defined network traffic engineering controller

Traffic behavior driven dynamic zoning for distributed traffic engineering in SDN

Software-defined network infrastructure having virtual range extenders

Higher layer compression with lower layer signaling

System and method for mapping a service-level topology to a service-specific data plane logical topology

System and method for an agile wireless access network

System and method for transmission source identification

Systems and methods for traffic-aware medium access selection

System and method for providing a software defined protocol stack

Systems and methods for quality of experience aware joint scheduling of buffered video on demand and best effort flows

System and method for multi-layer protocol selection

System and method for uplink grant-free transmission scheme

System and Method for Network Resource Allocation Considering User Experience, Satisfaction and Operator Interest

System and Method for Small Traffic Transmissions

System and method adopting a reliable stop-and-wait hybrid automatic repeat request protocol

Higher layer compression with lower layer signaling

Systems and methods for predictive downloading in congested networks