Alcatel-lucent USA Inc.

Alcatel Lucent

Lucent Technologies Inc.

Nokia Technologies Oy

Nokia of America Corporation

Nokia Solutions and Networks Oy

Iraj Saniee

Indra Widjaja

Simon C Borst

Debasis Mitra

Carl Jeremy Nuzman

Martin Zirngibl

Philip Alfred Whiting

Randy Clinton Giles

Anwar I Walid

Gang Liu

Eric Bouillet

Piyush Gupta

Miska Matias Hannuksela

Emre Baris Aksu

Li Erran Li

Francesco Cricri

Gordon Thomas Wilfong

Krishnan Kumaran

Hajo Bakker

Eric Jonathan Bauer

Mansoor Ali Khan Alicherry

Aleksandr Stolyar

Christopher Alan White

Hamed Rezazadegan Tavakoli

Daniel Matthew Andrews

Joachim Wabnig

Sudipta Sengupta

Honglei Zhang

Mark Michael Clougherty

Randee Susan Adams

Aravind Srinivasan

Markus Gruber

Alessandra Sala

Alan Weiss

Gordon Wilfong

Frederick Bruce Shepherd

Christos Mavridis

Yihao Zhang

Maria Laura Maag

Andrew Brzezinski

Kevin Ross

Lisa Karen Fleischer

Deepak Ajwani

William Kennedy

A method for automatically creating an equipment inventory from a plurality of images of a site. The method includes receiving, by a processor, the plurality of images of the site, labeling, by the processor, equipment present in each image of the plurality of images of the site, creating, by the processor, an overlap curve for neighboring images of the plurality of images of the site, determining, by the processor, a useful image of each side of the site based on the overlap curve, the useful image including a subset of the plurality of images, creating, by the processor, an overlay of equipment in the useful image of each side of the site, counting, by the processor, equipment present in the overlay of each side of the site, and generating, by the processor, the equipment inventory by adding a number of equipment counted in the overlay of each side of the site.

Automatic inventory creation via image recognition and overlay

An apparatus includes at least one processor; and at least one non-transitory memory including computer program code; wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to: estimate an importance of parameters of a neural network based on a graph diffusion process over at least one layer of the neural network; determine the parameters of the neural network that are suitable for pruning or sparsification; remove neurons of the neural network to prune or sparsify the neural network; and provide at least one syntax element for signaling the pruned or sparsified neural network over a communication channel, wherein the at least one syntax element comprises at least one neural network representation syntax element.

Graph diffusion for structured pruning of neural networks

The method includes compiling data into mutual information columns, determining mutual information for each pairing of the mutual information columns and creating a matrix using the mutual information, the matrix including a first set of data columns, wherein each of the first set of data columns represents at least one feature of the data. The method further includes computing eigenvalues and eigenvectors of the matrix, ordering the eigenvalues using an absolute value of the eigenvalues, iteratively selecting at least one second set of data columns by successively removing data columns from the first set of data columns based on the ordered eigenvalues, and controlling an operation of an electronic device based on the at least one second set of data.

Method and network node for internet-of-things (IoT) feature selection for storage and computation

Systems and methods for exploring a data collection. An exemplary system includes a GUI that displays a window to the user, and displays data element icons within the window representing an initial set of data elements from the data collection. Visual properties of the data element icons indicate the relevance of the data elements in the initial set to the data collection. The GUI receives input from the user selecting a data element icon within the window. Selection of the data element icon assigns a corresponding data element in the initial set as an initial anchor set. The GUI displays another window to the user, displays an anchor icon for the initial anchor set, and displays the data element icons representing a relevant set of data elements. Visual properties of the data element icons indicate the relevance of the data elements in the relevant set to the initial anchor set.

Graphical interface for an augmented intelligence system

A method, apparatus, and machine readable storage medium is disclosed for balancing loads among a plurality of virtual machines (VMs) from a central dispatcher, wherein the dispatcher receives data packets and maps the data packets to VMs selected from the plurality of VMs, using a weighted hash function, having an associated weighting for each VM and forwarding each packet to a VM accordingly, wherein a load balancer decrements a weighting for a VM, responsive to an indication of the load on the VM exceeding a first load threshold. Weightings can correspond to a number of bins associated with each VM. Weightings are adjusted in response to receiving invite and disinvite messages from the VMs, representing their respective loads.

Centralized load balancer with weighted hash function

A capability is provided for reducing response variance of virtual processors. A controller receives a processing request. The controller may propagate the processing request toward multiple virtual processors hosted on multiple hardware devices contemporaneously. The controller may propagate the processing request toward a first virtual processor hosted on a first hardware device and propagate the processing request toward a second virtual processor hosted on a second hardware device based on a determination that a timeout period expires before a processing response is received from the first virtual processor. The timeout period may be determined based on one or more response time statistics of the virtual processor and one or more response time statistics of a physical processor.

Reducing response time variance of virtual processors

Delay-sensitive burst scheduling in a network is carried out through communications between source and destination nodes. A distributed scheduler at each destination node selects timeslots for burst arrivals from requesting source nodes, irrespective of timeslot selections made by distributed schedulers at other nodes.

Method of burst scheduling in a communication network

A method of operating a packet network includes the step of selecting one of a plurality of candidate gateways to connect a multimedia communication session between the packet network and a TDM network. The packet network has a source node of the multimedia communication session, and the TDM network has a destination of the multimedia communication session. The candidate gateways interconnect the packet network and the TDM network. The selecting step includes comparing end-to-end congestions for bearer traffic between the source node and different candidate gateways of the plurality.

Intelligent media gateway selection for multimedia communication sessions

A handover method is provided, in which a measure of signal strength is obtained between a user terminal and each of one or more candidate cells, relative to signal strength between the user terminal and a source cell. For candidate cells, a threshold is set that depends on a measure of loading of the source cell and a measure of loading of the candidate cell. For the target cell, a particular candidate cell is identified for which the measure of signal strength exceeds the threshold set for that particular cell. The user terminal is connected to the target cell. In specific embodiments, the threshold for each candidate cell depends on a load differential between the source cell and the candidate cell.

Method of load-aware dynamic handover in cellular networks

Methods and apparatus are provided for self-organized caching in a content delivery network. One or more requested content items are cached at a node in a content delivery network. The disclosed method determines if the content item is stored in a local cache; and, if the content item is not stored in a local cache, the following steps are performed: requesting the content item from another node; and storing the content item in the local cache it one or more predefined capacity criteria are satisfied. The content delivery network can be a hierarchical network or a non-hierarchical network. The predefined capacity criteria can evaluate a popularity index of the content item relative to other items stored in the local cache.

Methods and apparatus for self-organized caching in a content delivery network

An optical communications network architecture and associated method which employs time and wavelength-interleaving for homing between nodes/satellites and hubs and for grooming, while employing wavelength-division-multiplexed wavelength circuits between hubs without requiring cross-connects or routers therebetween.

Optical telecommunications network and method

In one aspect, a system is provided. In one embodiment, the system includes a plurality of wireless base stations that are located in a contiguous spatial coverage region of a cellular communication system. Each wireless base station that is configured to generate a coverage pilot beam to enable wireless mobile devices to set up spread spectrum wireless communication links with the generating wireless base station. The wireless base stations are configured to transmit data to the wireless mobile devices to cause a portion of the wireless mobile devices to reselect ones of wireless base stations for wireless communication links in a manner that reduces power load imbalances between the wireless base stations. The transmitted data is indicative of a set of shadow prices, wherein each of the wireless base stations is associated with a corresponding one of the shadow prices.

System of wireless base stations employing shadow prices for power load balancing

A system for, and method of, simulating traffic loads in a packetized communication network. In one embodiment, the system includes: (1) an initial arrival generator that generates an initial arrival for a simulated user session at an independent time from a previous user session arrival and (2) a subsequent arrival generator, associated with the initial arrival generator, that generates a number of connections to be associated with the simulated user session as an independent variable and, if the number of connections is greater than one, generates a mean connection interarrival time for the simulated user session and a plurality of timings of subsequent arrivals.

System and method for simulating traffic loads in packetized communication networks

A wireless mobile device is configured to set up communications via wireless links with wireless base stations of a cellular communication system and to obtain information indicative of shadow prices of said wireless base stations via wireless transmissions. Each of the wireless base stations has a corresponding shadow price. The wireless mobile device is configured to make a select one of the wireless base stations for a wireless link with the wireless mobile device based on the information indicative of the shadow prices.

Power load balancing in cellular networks employing shadow prices of base stations

Growing community of inventors

New Providence, NJ, United States of America

Iraj Saniee