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DataOps is a set of practices, processes and technologies that combines an integrated and process-oriented perspective on data with automation and methods from agile software engineering to improve quality, speed, and collaboration and promote a culture of continuous improvement in the area of data analytics. [1]
Orchestration is often discussed in the context of service-oriented architecture, virtualization, provisioning, converged infrastructure and dynamic data center topics. . Orchestration in this sense is about aligning the business request with the applications, data, and infrastru
In computing, a pipeline or data pipeline [1] is a set of data processing elements connected in series, where the output of one element is the input of the next one. The elements of a pipeline are often executed in parallel or in time-sliced fashion. Some amount of buffer storage is often inserted between elements. Computer-related pipelines ...
Data: By splitting a single sequential file into smaller data files to provide parallel access; Pipeline: allowing the simultaneous running of several components on the same data stream, e.g. looking up a value on record 1 at the same time as adding two fields on record 2
In computer engineering, instruction pipelining is a technique for implementing instruction-level parallelism within a single processor. Pipelining attempts to keep every part of the processor busy with some instruction by dividing incoming instructions into a series of sequential steps (the eponymous "pipeline") performed by different processor units with different parts of instructions ...
Nextflow is the preferred tool for processing sequencing data and conducting genomic data analysis by domain and research subject. Over the past five years, numerous pipelines have been published for various applications and analyses in the genomics field. One notable use case is its role in pathogen surveillance during the COVID-19 pandemic. [37]
Using our new agentic orchestration capabilities, customers can design, implement, monitor, operate and optimize complex business processes through the entire process life cycle.
Pipeline (computing), aka a data pipeline, a set of data processing elements connected in series Protocol pipelining, a technique in which multiple requests are written out to a single socket without waiting for the corresponding responses; HTTP pipelining, a technique in which multiple HTTP requests are sent on a single TCP connection