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The physical charging station network currently operates over 1,000 sites across more than 20 countries, with plans to expand by more than 50 additional sites by the end of 2025. In the following section, we dive deep into these steps and the AWS services used. About the Authors Ray Wang is a Senior Solutions Architect at AWS.
At ODSC East 2025 , were proud to partner with leading AI and data companies offering these credits to help data professionals test, build, and scale their work. Confluent Confluent provides a robust data streaming platform built around ApacheKafka.
The service, which was launched in March 2021, predates several popular AWS offerings that have anomaly detection, such as Amazon OpenSearch , Amazon CloudWatch , AWS Glue Data Quality , Amazon Redshift ML , and Amazon QuickSight. To use this feature, you can write rules or analyzers and then turn on anomaly detection in AWS Glue ETL.
This explosive growth is driven by the increasing volume of data generated daily, with estimates suggesting that by 2025, there will be around 181 zettabytes of data created globally. ApacheKafka), organisations can now analyse vast amounts of data as it is generated. billion by 2026, growing at a CAGR of 27.7%.
from 2025 to 2030. Several tools and technologies are commonly used to manage data pipelines: Apache Airflow: This open-source platform allows users to author, schedule, and monitor workflows programmatically. Among these tools, Apache Hadoop, Apache Spark, and ApacheKafka stand out for their unique capabilities and widespread usage.
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