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Optimize checkpointing in your Amazon Managed Service for Apache Flink applications with buffer debloating and unaligned checkpoints – Part 2

AWS Big Data

We’ve already discussed how checkpoints, when triggered by the job manager, signal all source operators to snapshot their state, which is then broadcasted as a special record called a checkpoint barrier. When barriers from all upstream partitions have arrived, the sub-task takes a snapshot of its state.

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5 SLA metrics you should be monitoring

IBM Big Data Hub

SLAs describe the level of performance to be expected, how performance will be measured and repercussions if levels are not met. Crucially, they define how performance will be measured. SLAs should precisely define the key metrics—service-level agreement metrics—that will be used to measure service performance.

Metrics 59
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Five actionable steps to GDPR compliance (Right to be forgotten) with Amazon Redshift

AWS Big Data

It requires careful analysis to identify data dependencies and mitigate any potential risks or disruptions. Data management and governance Addressing the challenges mentioned requires a combination of technical, operational, and legal measures. Redshift resources, such as namespaces, workgroups, snapshots, and clusters can be tagged.

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Monitor and Address Anomalies to Keep Your Business On Track!

Smarten

It may involve increased risk, or harm. Discover the power of Smarten SnapShot Anomaly Monitoring And Alerts , and Augmented Analytics Products. In fact, the subject of problems and consequences has been studied so carefully that there are specific definitions for all types of issues.

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10 Examples of How Big Data in Logistics Can Transform The Supply Chain

datapine

According to studies, 92% of data leaders say their businesses saw measurable value from their data and analytics investments. In other words, UPS found that turning into oncoming traffic was causing a lot of delays, wasted fuel, and increased safety risk. Your Chance: Want to test a professional logistics analytics software?

Big Data 275
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Spelling out the need for CFOs and CIOs to speak the same language

CIO Business Intelligence

New technologies can greatly support these efforts, of course, and business analytics and AI can help provide real-time snapshots of how technology is driving efficiency. As many CFOs typically assign performance metrics to specific business processes, those measures can become another component of the language needed to assess IT.

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Why Company Data Strategies Are Indelibly Linked with DEI

Cloudera

Leaders set goals to build inclusive workplaces, but often struggle to measure tangible progress. This forms the foundation of setting clear, measurable goals that are part of long-term plans. DEI strategies have typically focused on changing individual behavior, rather than organizational culture.