AWS Big Data

OCTOBER 23, 2024

Amazon Redshift provides performance metrics and data so you can track the health and performance of your provisioned clusters, serverless workgroups, and databases. To test Query profiler against the sample data, load the tpcds sample data and run queries. For more information, refer to Amazon Redshift clusters.

Data Warehouse 89

Data Warehouse Metrics Broadcasting Dashboards 89

Occam's Razor

DECEMBER 8, 2017

If the Surface Marketing team is like every other team at every other company engaged in sponsorships and television advertising, it’ll measure the same collection of smart metrics like everyone else. Better than Reach and Brand Lift metrics? As the season went on, we could look for test and control opportunities.

Broadcasting 123

Broadcasting Measurement Sales Marketing 123

AWS Big Data

SEPTEMBER 14, 2023

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. Then it broadcasts the barrier downstream. For more details, refer to Limitations.

Snapshot 99

Snapshot Broadcasting Optimization Management 99

AWS Big Data

AUGUST 26, 2024

To assess the Spark engine’s performance with the Iceberg table format, we performed benchmark tests using the 3 TB TPC-DS dataset, version 2.13 (our results derived from the TPC-DS dataset are not directly comparable to the official TPC-DS results due to setup differences). The following table summarizes the metrics. and Iceberg 1.4.3-amzn-0

Cost-Benefit 102

Cost-Benefit Testing Metrics Optimization 102

CIO Business Intelligence

JUNE 11, 2024

It broadcasts to the rest of the company that there’s a new sheriff in town and that we are all about the business and not just focused on technology for the sake of technology.” Bigger steps include defining digital KPIs markedly different from IT system uptime and ticket-based metrics.

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

AWS Big Data

SEPTEMBER 14, 2023

On receiving the signal, each source sub-task independently snapshots its state (for example, the offsets of the Kafka topic it is consuming) to a persistent storage, and then broadcasts a special record called checkpoint barrier (“CB” in the following diagrams) to all outgoing streams. It is then asynchronously sent to the backend.

Optimization 92

Optimization Snapshot Management Broadcasting 92

IBM Big Data Hub

JUNE 20, 2023

Digital twins allow companies to run tests and predict performance based on simulations. Preventive maintenance Preventive maintenance helps prevent the unexpected failure of an asset by recommending maintenance activities according to a historical record and current performance metrics.

Strategy 71

Strategy Management Cost-Benefit IoT 71