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Catching a stalled Redshift zero-ETL integration that Integr...

AdedolapoEXPERT

published 2 days ago0 votes27 views

This article explains a monitoring gap in Redshift zero-ETL replication: the IntegrationLag CloudWatch metric measures how far behind replication is, but it does not signal when replication has stoppe...

ARTICLE

Beyond Web Apps: How AWS Continuum Secures Analytics, AI/ML,...

N_AgarwalEXPERT

published 13 days ago0 votes50 views

Most teams associate security testing with traditional web applications, overlooking that their analytics dashboards, data pipelines, and ML endpoints carry equally exploitable attack surfaces. This a...

ARTICLE

Analytics

Applying AI-Powered FinOps to Analytics Workloads on AWS

N_AgarwalEXPERT

published 16 days ago0 votes85 views

AWS analytics teams running EMR, Athena, Redshift, and Glue face growing cost management complexity as pipelines scale faster than teams can track. This article demonstrates how the new AI-powered Fin...

ARTICLE

Analytics FinOps

When should I consider reducing JVM heap size on Amazon Open...

N_AgarwalEXPERT

published 21 days ago0 votes79 views

On larger Amazon OpenSearch Service instance types, JVM heap may be configured above 32 GiB. For certain workload types — particularly search-heavy and vector search workloads — a smaller heap can imp...

ARTICLE

Amazon OpenSearch Service Analytics

Minimizing Reindex Failures on Large Amazon OpenSearch Indic...

N_AgarwalEXPERT

published a month ago0 votes87 views

Customers reindexing large OpenSearch indices (hundreds of millions of documents, k-NN vectors, or nested fields) often hit circuit breaker failures because the cluster was sized only for steady-state...

ARTICLE

Analytics Amazon OpenSearch Service

Minimizing Downtime for Amazon OpenSearch Disaster Recovery ...

N_AgarwalEXPERT

published a month ago0 votes79 views

During a large-scale OpenSearch rollout, a single-node DR domain experienced a hardware failure that took longer time to resolve because no surviving peer existed to surface a clear health signal — en...

ARTICLE

Analytics Amazon OpenSearch Service

Why Multi-Region Replication Does Not Replace Backups — Prot...

N_AgarwalEXPERT

published a month ago0 votes129 views

A common misconception in multi-region architectures: "I have Aurora Global Database replicating to a secondary region — I'm protected from data loss." **This is false for one critical threat class: d...

ARTICLE

AWS Fault Injection Service Amazon Kinesis Data Streams Analytics Amazon Aurora

How Do I Analyze Aurora Global Database Replication Lag to P...

N_AgarwalEXPERT

published a month ago0 votes128 views

You've deployed an Aurora Global Database across two regions for disaster recovery. But when an actual impairment occurs, how do you know your secondary cluster is ready to take over? If replication l...

ARTICLE

AWS Fault Injection Service Amazon Aurora Global Database Amazon Kinesis Data Streams Analytics

How Do I Upgrade My Amazon Neptune Engine Version?

Bharanidharan SEXPERT

published 3 months ago0 votes117 views

This article explains the prerequisites, steps, and best practices for upgrading your Amazon Neptune DB cluster to a newer engine version including both minor and major version upgrades.

ARTICLE

Database Amazon Neptune Serverless Amazon Neptune Analytics

Should You Reindex Oversized Shards in Amazon OpenSearch Ser...

N_AgarwalEXPERT

published 4 months ago0 votes166 views

This article provides a decision framework for AWS customers running Amazon OpenSearch Service indices exceeding 500 GB per shard who question whether reindexing is necessary when search latency is ac...

ARTICLE

Analytics Amazon OpenSearch Service

How do I validate Amazon Redshift cluster performance before...

Bharanidharan SEXPERT

published 4 months ago0 votes181 views

When you resize an Amazon Redshift cluster (changing the node type or number of nodes), you can validate the performance impact by capturing key metrics before and after the operation. This article pr...

ARTICLE

Amazon Redshift Serverless Amazon Redshift Analytics Performance Insights

New data preparation experience only works when creating dat...

Hi, We are embedding the full QuickSight console using GenerateEmbedUrlForRegisteredUser with quickSightConsole experience configuration and creating datasets directly inside the embedded console. We ...

Amazon Quick Sight Analytics Business Applications

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