Smart Data Collective

APRIL 14, 2021

it offers data connectors, visualization layers, and hosting all in one package, making it ideal for teams that are data-driven with limited resources. It comes with organizational features that support working in a large team, including metadata for tables. It also comes with data caching capabilities that enable fast querying.

Business Intelligence 133

Business Intelligence Dashboards Visualization Big Data 133

Alation

MAY 11, 2023

These metrics are a testament to our global expansion in EMEA and APAC. This multi-brand online retailer hosts thousands of products for sale on the internet and collects millions of bits and bytes of data across customer touchpoints each day. We’re excited to share that Alation’s momentum is picking up speed.

B2B 52

B2B Finance Data Governance Marketing 52

Octopai

AUGUST 30, 2020

Manually add objects and or links to represent metadata that wasn’t included in the extraction and document descriptions for user visualization. Microstrategy coverage enhancements: Reports Data sets Metrics Filters Facts Attributes Schemas Dossiers. Azure SSIS (PaaS) – Extraction of SSIS hosted by Azure Data Factory.

OLAP 58

OLAP Metadata Visualization Data Processing 58

AWS Big Data

NOVEMBER 16, 2023

Redshift provisioned clusters also support query monitoring rules to define metrics-based performance boundaries for workload management queues and the action that should be taken when a query goes beyond those boundaries. A predicate consists of a metric, a comparison condition (=, ), and a value.

Enterprise 83

Enterprise Data Warehouse Snapshot Cost-Benefit 83

Alation

MAY 11, 2023

These metrics are a testament to our global expansion in EMEA and APAC. This multi-brand online retailer hosts thousands of products for sale on the internet and collects millions of bits and bytes of data across customer touchpoints each day. We’re excited to share that Alation’s momentum is picking up speed.

B2B 40

B2B Finance Data Governance Marketing 40

AWS Big Data

JANUARY 9, 2024

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. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space to find matches.

Cost-Benefit 91

Cost-Benefit Visualization Modeling Machine Learning 91

AWS Big Data

MAY 2, 2023

If your updates to a dataset triggers multiple subsequent DAGs, then you can use the Airflow metric max_active_tasks_per_dag to control the parallelism of the consumer DAG and reduce the chance of overloading the system. The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data.

Testing 100

Testing Experimentation Management Metadata 100

AWS Big Data

OCTOBER 11, 2023

Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities. These metrics help agents improve their call handle time and also reallocate agents across organizations to handle pending calls in the queue.

Management 104

Management Metadata Analytics Dashboards 104

IBM Big Data Hub

MARCH 29, 2024

OpenTelemetry and Prometheus enable the collection and transformation of metrics, which allows DevOps and IT teams to generate and act on performance insights. These APIs play a key role in standardizing the collection of OpenTelemetry metrics. Metrics: Metrics define a high-level overview of system performance and health.

Metrics 83

Metrics Visualization Measurement Optimization 83

Cloudera

JULY 19, 2023

It is a replicated, highly-available service that is responsible for managing the metadata for all objects stored in Ozone. Relevance of Operations per Second to Scale Ozone Manager hosts the metadata for the Objects stored within Ozone and consists of a cluster of Ozone Manager instances replicated via Ratis (a raft implementation ).

Management 69

Management Metadata Metrics Optimization 69

AWS Big Data

JANUARY 10, 2024

During the query phase of a search request, the coordinator determines the shards to be queried and sends a request to the data node hosting the shard copy. In an OpenSearch Service cluster, the active and standby zones can be checked at any time using Availability Zone rotation metrics, as shown in the following screenshot.

Metadata 95

Metadata Broadcasting Data Processing Modeling 95

Alation

FEBRUARY 13, 2020

Graves: As I mentioned, one of the key things for us is that we sell web products for our customers to build their own web presence – domains, hosting, shopping carts, and SSL certs. That’s one of the key metrics that we’re always measuring. What role does data play in your customer-first culture? Are they stopping somewhere in setup?

Digital Transformation 52

Digital Transformation Data-driven Business Intelligence Big Data 52

Cloudera

AUGUST 16, 2021

Instead, there should be a cloud service that allows NiFi users to easily deploy their existing data flows to a scalable runtime with a central monitoring dashboard providing the most relevant metrics for each data flow. Users access the CDF-PC service through the hosted CDP Control Plane. Use KPIs to track important data flow metrics.

Dashboards 118

Dashboards Metrics KPI Data-driven 118

Cloudera

OCTOBER 25, 2021

Another notable item is that Streams Replication Manager (SRM) will now support multi-cluster monitoring patterns and aggregate replication metrics from multiple SRM deployments into a single viewable location in Streams Messaging Manager (SMM.) A single SRM deployment can now monitor all the replication metrics for multiple target clusters.

Metrics 87

Metrics Data Processing Metadata Management 87

Alation

MAY 31, 2023

This year’s DGIQ West will host tutorials, workshops, seminars, general conference sessions, and case studies for global data leaders. He’ll share how “metadata normalization” played a key role in the journey to automation, the steps required to automate data governance processes, and why a data catalog was critical to the project’s success.

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

AWS Big Data

JANUARY 22, 2024

They classified the metrics and indicators in the following categories: Data usage – A clear understanding of who is consuming what data source, materialized with a mapping of consumers and producers. The success of the implementation meant assessing various aspects of the data infrastructure, data management, and business outcomes.

Data-driven 85

Data-driven Advertising Metadata Data Architecture 85

AWS Big Data

MARCH 9, 2023

A dimension is a structure that captures reference data along with associated hierarchies, while a fact table captures different values and metrics that can be aggregated by dimensions. The star schema data model allows analytical users to query historical data tying metrics to corresponding dimensional attribute values over time.

Slice and Dice 79

Slice and Dice Data Warehouse Metrics Metadata 79

AWS Big Data

JULY 26, 2023

This enables you to process a user’s query to find the closest vectors and combine them with additional metadata without relying on external data sources or additional application code to integrate the results. You can choose to host your collection on a public endpoint or within a VPC. The vector index supports up to 1,000 fields.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

AWS Big Data

MARCH 26, 2024

The following figure shows some of the metrics derived from the study. Profile aggregation – When you’ve uniquely identified a customer, you can build applications in Managed Service for Apache Flink to consolidate all their metadata, from name to interaction history. Organizations using C360 achieved 43.9%

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

AWS Big Data

JULY 20, 2023

This data is sent to Apache Kafka, which is hosted on Amazon Managed Streaming for Apache Kafka (Amazon MSK). In addition, using Apache Iceberg’s metadata tables proved to be very helpful in identifying issues related to the physical layout of Iceberg’s tables, which can directly impact query performance.

Data Lake 85

Data Lake Analytics Snapshot Optimization 85

AWS Big Data

MARCH 3, 2023

Although this post uses an Aurora PostgreSQL database hosted on AWS as the data source, the solution can be extended to ingest data from any of the AWS DMS supported databases hosted on your data centers. Monitoring – EMR Serverless sends metrics to Amazon CloudWatch at the application and job level every 1 minute.

Data Lake 80

Data Lake Dashboards Metrics Metadata 80

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. While this approach provides isolation, it creates another significant challenge: duplication of data, metadata, and security policies, or ‘split-brain’ data lake. Cloudera Manager 6.2

Metadata 85

Metadata Data Lake Optimization Strategy 85

CIO Business Intelligence

JUNE 14, 2023

Leveraging an open-source solution like Apache Ozone, which is specifically designed to handle exabyte-scale data by distributing metadata throughout the entire system, not only facilitates scalability in data management but also ensures resilience and availability at scale.

Unstructured Data 64

Unstructured Data IT Manufacturing Visualization 64

Domino Data Lab

JUNE 2, 2019

Then calculate the variance divided by the mean to construct a metric for noise in decision-making. Kahneman described how in many professional organizations, people would intuitively estimate that metric near 0.1 – however, in reality, that value often exceeds 0.5 Measure how these decisions vary across your population.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

Cloudera

MAY 6, 2021

The workload breakdown measured in estimated vCPU-hours (based on on-premises capacity and utilization metrics) by region and data lifecycle stage is summarized in the Shankey chart below: . performance against network metrics such as latency, packet loss and jitter). Risk Mitigation.

Strategy 91

Strategy Cost-Benefit Optimization Risk 91

AWS Big Data

JUNE 19, 2023

The sample solution relies on access to a public S3 bucket hosted for this blog so egress rules and permissions modifications may be required if you use S3 endpoints. For more information about enabling Security Lake in your accounts, review Getting started. This solution assumes that you’re using a domain deployed in a VPC.

Publishing 83

Publishing Dashboards Visualization Management 83

Alation

FEBRUARY 8, 2022

Duplication of data, too, may become a problem, as siloed patterns emerge unique to the domains that host them. “To achieve this,” the report argues, “metadata and data should be well-described so that they can be replicated and/or combined in different settings.” Principle #2: Data as a product. ” 1.

Data Governance 52

Data Governance Data-driven Metadata Enterprise 52

AWS Big Data

FEBRUARY 2, 2023

Since its launch in 2006, Amazon Simple Storage Service (Amazon S3) has experienced major growth, supporting multiple use cases such as hosting websites, creating data lakes, serving as object storage for consumer applications, storing logs, and archiving data.

Reporting 84

Reporting Data Lake Management Optimization 84

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. This is the same for scope, outcomes/metrics, practices, organization/roles, and technology. So, I hear you say, let’s share metadata and make the data self-describing. In too many cases rubbish went in, and rubbish came out.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Octopai

NOVEMBER 13, 2022

If you want to know why a report from Power BI delivered a particular number, data lineage traces that data point back through your data warehouse or lakehouse, back through your data integration tool, back to where the data basis for that report metric first entered your system. Choosing a data lineage solution for the modern data stack.

Enterprise 77

Enterprise Data Warehouse Reporting Metadata 77

AWS Big Data

JUNE 15, 2023

For example, the AWS Analytics sales leadership team uses QuickSight and Q to track key metrics for their region as part of their monthly business review. Q can aggregate metrics using natural language, like simply asking “year over year sales” or “top customers by sales” or “average product discount,” as you can see in Figure 1.

Sales 66

Sales Dashboards Visualization Testing 66

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. Attendance was high, as were the number of excellent questions. In this way, data governance is the business or process side. Here’s an example.

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Alation

JULY 6, 2021

Machine learning plays a key role, as it can increase the speed and accuracy of metadata capture and categorization. Auto-tracked metrics guide governance efforts, based on insights around data quality and profiling. By analyzing metadata, the catalog streamlines data management and search. How often is it accessed?

Data Governance 52

Data Governance Metadata Data Quality Risk 52

Cloudera

MAY 18, 2021

CDP Public Cloud leverages the elastic nature of the cloud hosting model to align spend on Cloudera subscription (measured in Cloudera Consumption Units or CCUs) with actual usage of the platform. I would like to thank Mike Forrest who helped with the arduous task of collecting AWS and Azure pricing metrics. Acknowledgment.

Cost-Benefit 84

Cost-Benefit Data-driven Data Warehouse Machine Learning 84

AWS Big Data

DECEMBER 21, 2023

After the data lands in Amazon S3, smava uses the AWS Glue Data Catalog and crawlers to automatically catalog the available data, capture the metadata, and provide an interface that allows querying all data assets. Evolution of the data platform requirements smava started with a single Redshift cluster to host all three data stages.

Data Lake 88

Data Lake Data Warehouse Data-driven B2B 88

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. As with offensive policies, too many firms mistake hygiene metrics such as the number of records cleaned up versus the impact on outcomes as the measure of success, with risk I would wary of the same mistake. This was for the Chief Data Officer, or head of data and analytics.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jet Global

MAY 1, 2023

As a result, end users can better view shared metrics (backed by accurate data), which ultimately drives performance. When treating a patient, a doctor may wish to study the patient’s vital metrics in comparison to those of their peer group. They can also create custom calculations and metrics, and build new data visualizations.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52