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Multi-task optimization is a paradigm in the optimization literature that focuses on solving multiple self-contained tasks simultaneously. [ 1 ] [ 2 ] The paradigm has been inspired by the well-established concepts of transfer learning [ 3 ] and multi-task learning [ 4 ] in predictive analytics .
New tasks can interrupt already started ones before they finish, instead of waiting for them to end. As a result, a computer executes segments of multiple tasks in an interleaved manner, while the tasks share common processing resources such as central processing units (CPUs) and main memory. Multitasking automatically interrupts the running ...
Software architecture: Middleware. The term is most commonly used for software that enables communication and management of data in distributed applications.An IETF workshop in 2000 defined middleware as "those services found above the transport (i.e. over TCP/IP) layer set of services but below the application environment" (i.e. below application-level APIs).
MTC is reminiscent of HTC, but it "differs in the emphasis of using many computing resources over short periods of time to accomplish many computational tasks (i.e. including both dependent and independent tasks), where the primary metrics are measured in seconds (e.g. FLOPS, tasks/s, MB/s I/O rates), as opposed to operations (e.g. jobs) per month.
Intuit Merchant Service for QuickBooks – lets you process credit and debit transactions directly in any version of QuickBooks. QuickBooks Enterprise Solutions – for midsized companies that require more capacity, functionality and support than is offered by traditional small business accounting software; includes QuickBooks Payroll.
Multi-task learning (MTL) is a subfield of machine learning in which multiple learning tasks are solved at the same time, while exploiting commonalities and differences across tasks. This can result in improved learning efficiency and prediction accuracy for the task-specific models, when compared to training the models separately.
Software Collaborative software Issue tracking system Scheduling Project portfolio management Resource management Document management Workflow system