International Business Machines Corporation

Karl David McCormick, Ii

Joseph N Kozhaya

Robert Thomas Uthe

Clyde T Foster, Ii

James L Ashton

John Henry Welborn, Jr

Divakara K R Udupa

John F Gbruoski

Robert Davis Porter

Mehrdad Ashrafian

William Notley Maddox

According to aspects of the present disclosure, systems, methods and computer program products can be provided for dynamic workload orchestration based on data complexity. Methods, computer program products and/or systems are provided for dynamic workload orchestration that perform the following operations: (i) receiving a workload for orchestration; (ii) computing complexity scores for respective portions of the workload, where the complexity scores are computed based at least on parameters describing data associated with the portions of the workload; and (iii) using an orchestration engine to assign the portions of the workload to corresponding compute resources, based on their respective complexity scores.

Dynamic data driven orchestration of workloads

A network management system monitors and controls a frame relay network using management information transmitted directly or across the frame relay network itself in network management services vectors intended for the sole purpose of transmitting network management information to the network management system. Newly defined network management major vector formats are used to transmit detailed information concerning both the status of the various virtual circuit segments in the network and the configuration of the switched connections between those segments to form virtual circuits through the network for communication between users of the network. More particularly, status bits are defined to indicate that data links nodes are not supported by adjacent nodes of the network, and status bits to indicate likely physical failures in the hardware used to realize the data links, or logical faults involved in inconsistent indications from adjacent nodes. This status and configuration data is used, in turn, at the network management system to control the network, to diagnose problems, and to effect failure recovery procedures.

Management of packet transmission networks

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Raleigh, NC, United States of America

Karl David McCormick, Ii