Batch Services definition

Batch Services means such part of the Services described as “Batch Services” in a Service Schedule, including (where applicable) the Output of such Services.

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Batch Services. Cloud providers such as Amazon Web Services, Google Cloud, and Microsoft Azure provide batch services to manage compute infrastructure for you. Some newer products like Modal Labs provide a user experience layer around cloud providers to abstract away even more complexity. Regardless of which service you choose, the process is the same: you provide your code, and the service runs your code on each node in a cluster. These services have the main limitation that they are not available at the edge, which makes them suitable only for experienced cloud users who can write their own optimized batch inference code. • Online Inference solutions: Solutions like ▇▇▇▇▇ ▇▇ or ▇▇▇ Serve provide APIs to make it easy to write performant inference code and can abstract away infrastructure complexities. But they have been designed for online inference and do not perform well in the offline case, which is required for the metabolomics use case in the project, leading inference service providers like ▇▇▇▇▇ ▇▇ to integrating with Apache Spark for offline inference. • Distributed data systems: These solutions are designed to handle large amounts of data and are better suited to cloud environments. They break large datasets into reasonable batches for processing and can map a given function over the dataset efficiently, effectively handling the challenges of data curation at scale. Examples include Apache Spark and Ray Data. However, these systems are so heavyweight that cannot be run on weak devices at the edge, being part of the cloud part of the continuum. Currently, however, there is no a defined or mature market for the edge-to-cloud continuum AI products, nor is it thus possible to identify clear direct or immediate competitors for the products resulting from CloudSkin. The few potential competitors identified appear to be indirect, since they develop technologies that technologically support the IT continuum as shown above. This means that the market analysis will need to be updated periodically, due to the foreseeable appearance of new agents in the market with new commercial or industrial application orientations, not contemplated yet.

Examples of Batch Services in a sentence

• Equifax will notify Intersections that the Credit Monitoring Batch Services are configured in accordance with the Agreement, at which time, Equifax will make the Credit Monitoring Batch Services available to Intersections.

• After investigation, the HSC will submit recommendations and/or solutions of the reported concern within thirty (30) days to the Superintendent with a copy to the Chairperson of the COMMITTEE.

• Intersections must immediately report to Equifax any material change in its business or in the products or services sold that affect or utilize the Credit Monitoring Batch Services.

• In the event that Intersections fails to timely pay in whole or in part, any invoice presented by Equifax hereunder Equifax, reserves the right to (i) suspend the Credit Monitoring Batch Services until all overdue amounts have been paid and or (ii) change Intersections' payment terms to require payment in advance.

• Equifax does not warrant, and will not be liable for, either the accuracy or results of the Credit Monitoring Batch Services to the extent any inaccuracies are caused by data and/or information received from Intersections or any third party (including its affiliates).

• Unless otherwise provided in this Agreement, Equifax may maintain records and books of accounts relating to the computation of the fees owed by Intersections following termination of this Agreement and other records regarding the performance of the Credit Monitoring Batch Services.

• Each party will, at its expense, be responsible for configuring its hardware and software so that it is capable of receiving and or using the Credit Monitoring Batch Services, in accordance with this Agreement.

• At its own expense, Equifax will comply with all applicable laws and regulations regarding the performance of the Credit Monitoring Batch Services.

• Intersections acknowledges that the Credit Monitoring Batch Services and all related technical information, documents and materials, may be subject to export controls under the U.S. Export Administration Regulations and may be subject to import controls of Intersections's country.

• Equifax warrants that (a) it, and each of the subcontractors that it uses to provide and perform the Credit Monitoring Batch Services, have the necessary knowledge, skills, experience, qualifications and resources to provide and perform the Credit Monitoring Batch Services in accordance with this Agreement; and (b) the Credit Monitoring Batch Services will be performed in a diligent, workmanlike manner.