International Business Machines Corporation

Raj Gupta

Biplav Srivastava

Ankur Narang

Vikas Kumar Garg

Pramod Anantharam

Methods and arrangements for assessing impact of an event on a network. An event notification is received relative to traffic in the network. Metadata are extracted from the notification, and the extracted metadata are converted into a predetermined format for processing. The converted metadata are received, and an impact of the event on traffic in the network is determined. Other variants and embodiments are broadly contemplated herein.

Extracting events and assessing their impact on a transportation network

An apparatus and an article of manufacture for selecting a subset of at least one traffic sensor include modeling multiple sensor types to generate at least one sensor model, creating a sample space of at least one sensor combination of multiple sensors, modeling traffic movement of a region, running a traffic simulation based on the at least one sensor model, the sample space of at least one sensor combination and traffic movement of the region, wherein the traffic simulation generates multiple candidate sets of sensors, and selecting a subset of the multiple sensors based on the multiple candidate sets of sensors.

Traffic sensor management

A method for selecting a subset of at least one traffic sensor includes modeling multiple sensor types to generate at least one sensor model, creating a sample space of at least one sensor combination of multiple sensors, modeling traffic movement of a region, running a traffic simulation based on the at least one sensor model, the sample space of at least one sensor combination and traffic movement of the region, wherein the traffic simulation generates multiple candidate sets of sensors, and selecting a subset of the multiple sensors based on the multiple candidate sets of sensors.

Systems and methods for performing parallel multi-level data computations in a storage system are provided. One system includes a memory storing data, multiple caches, and a processor. The processor is configured to perform the method below. One method includes determining the total amount of data in the memory, dividing the amount of data by each cache capacity to determine the number of nodes needed for processing the data in the memory, and automatically creating the nodes. Here, the nodes form a tree structure including multiple levels where the lowest level includes a first number of nodes equal to the amount of data divided by the cache memory capacity. Also, each lowest level node is configured to process an amount of data equal to the cache memory capacity and each level above the lowest level is configured to include one or more nodes for receiving an input from lower level nodes.

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New Delhi, India

Raj Gupta