It has also simplified the design of machine learning systems as the learning process is highly automated. However, not all data processing tasks in conventional deep learning pipelines have been automated. In most cases data has to be manually collected, preprocessed and further extended through ...
Workload discovery is a manual, time-consuming, and error-prone process for many companies. ATAVision™, Deloitte Consulting’s automated discovery solution, uses an agentless architecture to automate data collection, generate on-demand reports, and create deeper insights into your IT infrastructur...
In one embodiment, the subject is a healthcare worker and the system, methods, and devices are utilized to evaluate the overall health of the worker as part of the check-in process for work.Mahalaxmi Gita BangeraMichael H. BaymPhilip A. Welkhoff...
ETL-Extract Transform and Load-An automated process of data extraction, transformation and loading to AWS RDS-Bucket or PostgresSQL database in data pipeline Francis Odo Background Most business entities, government institutions and agencies maintain some type of database in their day-to-day operatio...
2.4. Discovery of data-aware declarative process models In [15], the authors propose a data-aware technique for the discovery of declarative models. The technique uses a data-aware extension of the Declare language defined in terms of LTL-FO (First Order Linear Temporal Logic). Given a contro...
Huawei's verification system comprises two parts: a full-scale data processing framework and a single-indicator anomaly detection ML algorithm. The full-scale data processing framework uses real-time stream data processing to simultaneously collect and pre-process a large number of KPIs and metrics....
The data aggregation, pre-processing, and distribution (DAPD) role within a domain controller requires a heterogeneous set of processing engines to process the incoming sensor data – that role can be fulfilled by the adaptive AMD Zynq™ UltraScale+™ XA MPSoC and Versal™ AI Edge platforms...
All physical laws are described as mathematical relationships between state variables. These variables give a complete and non-redundant description of the relevant system. However, despite the prevalence of computing power and artificial intelligence, the process of identifying the hidden state variables ...
Next time the user starts the process, Procdump will attach and listen for exceptions. There are a number of ways you can change up the data collection, such as enabling first chance exceptions, or getting dumps on process shutdown (useful for silent exits, though this is even better). ...
What to automate in your customer onboarding process When automating customer onboarding, here are the critical tasks you should consider. Document management Automate document creation and storage by having an automated document-management system. It will streamline the collection and management of custo...