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AWS

Hyangmok BaekSUPPORT ENGINEER

published 2 days ago0 votes19 views

Teams with strict latency targets sometimes set retries=0 and shorten every producer timeout. On Amazon MSK this turns routine broker restarts, such as rolling patching, into failed sends. With defaul...
AWS

Hyangmok BaekSUPPORT ENGINEER

published 2 days ago0 votes14 views

This producer error means send() did not get topic metadata within max.block.ms, not that the topic is missing. Beyond missing DESCRIBE permission (covered in another re:Post article), it often hits t...
AWS

Hyangmok BaekSUPPORT ENGINEER

published 2 days ago0 votes11 views

An MSK Connect connector's target cluster is fixed at creation, so teams often put a DNS alias in bootstrapServers and repoint it to a new cluster. Data can then flow from the new cluster while the co...
AWS

Hyangmok BaekSUPPORT ENGINEER

published 2 days ago0 votes14 views

EstimatedMaxTimeLag is documented as a time estimate to drain MaxOffsetLag, so it is derived from offset lag rather than measured on its own. As a result, a stalled consumer group on a low-throughput ...
A practical guide to adopting agentic operations: the concerns teams raise before they start, the AWS services worth evaluating before you build anything yourself, and a roadmap that runs from leaders...
Amazon Redshift secure logging redacts sensitive values in system table records when a query accesses data protected by federated permissions with fine-grained access control (FGAC). Redaction protect...
An Amazon Redshift cluster can accumulate **idle sessions** — connections that remain open but are no longer actively used by a client (for example, the application crashed, a network link dropped sil...
Amazon Redshift publishes rich CPU, disk, and query-latency metrics to CloudWatch out of the box, and you can extend that same monitoring to two signals that often explain how many transactions are cu...
AWS

Jeongho KimSUPPORT ENGINEER

published 18 days ago0 votes80 views

When your security policy prevents security group references and you allow each Amazon MSK broker private IP individually in security groups or firewalls, it is hard to tell which IPs stay and which c...
When an Amazon Redshift cluster slows down, CloudWatch shows the symptom—high CPU and commit-queue pressure—but not which queries caused it or how to fix them. Answering that traditionally required a ...
Zero-ETL integrations replicate data from many sources (like Aurora PostgreSQL/Mysql) into Amazon Redshift in near real time, without you building/managing complex ETL pipelines. Once it is setup, you...
Learn how to pair Amazon Redshift's long-term system table retention in Amazon Simple Storage Service (Amazon S3) Tables with the Amazon Redshift Model Context Protocol (MCP) server. Use this combinat...
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