Remove 2023 Remove Data Processing Remove Metrics Remove Visualization
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Enhance monitoring and debugging for AWS Glue jobs using new job observability metrics, Part 3: Visualization and trend analysis using Amazon QuickSight

AWS Big Data

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. QuickSight makes it straightforward for business users to visualize data in interactive dashboards and reports. Grafana provides powerful customizable dashboards to view pipeline health.

Metrics 104
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Amazon OpenSearch Service search enhancements: 2023 roundup

AWS Big Data

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. We are excited about the OpenSearch Service features and enhancements we’ve added to that toolkit in 2023.

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Try semantic search with the Amazon OpenSearch Service vector engine

AWS Big Data

For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space. With OpenSearch’s Search Comparison Tool , you can compare the different approaches.

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Petabyte-scale log analytics with Amazon S3, Amazon OpenSearch Service, and Amazon OpenSearch Ingestion

AWS Big Data

With OpenSearch Ingestion, you can filter, enrich, transform, and deliver your data for downstream analysis and visualization. For a list of supported metrics, refer to Monitoring pipeline metrics. CloudWatch alarms perform an action when a CloudWatch metric exceeds a specified value for some amount of time.

Data Lake 112
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6 considerations to take when approximating cloud spend

IBM Big Data Hub

Gartner predicted that cloud spending would reach nearly $600 billion by the end of 2023. Cloud spend, like other IT spend, can proliferate quickly if there is no cloud management platform that provides clear cost visibility or usage visualizations. Many organizations have spent the past few years investing heavily in the cloud.

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The 10 Essential SaaS Trends You Should Watch Out For In 2020

datapine

Indeed, according to Bloomberg, public cloud platforms, business services, and applications (SaaS) will all grow at a 9% CAGR (Compound Annual Growth Rate) between 2019 and 2023, and worth $60.36 More software providers will adopt a mobile-first mentality, optimizing their offerings to suit a host of mobile devices. 6) Micro-SaaS.

Software 314
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Find the best Amazon Redshift configuration for your workload using Redshift Test Drive

AWS Big Data

Redshift Test Drive also provides additional features such as a self-hosted analysis UI and the ability to replicate external objects that a Redshift workload may interact with. Compare replay performance Redshift Test Drive also provides the ability to compare the replay runs visually using a self-hosted UI tool.

Testing 64