IBM Big Data Hub

JULY 6, 2022

In addition to data observability, IBM clients can take advantage of use cases such as multicloud data integration, data governance and privacy, customer 360, and MLOps and trustworthy AI. Data observability will also integrate with these other use cases for improved results where both are applied.

Metadata 57

Metadata Data Quality Snapshot Cost-Benefit 57

AWS Big Data

APRIL 17, 2024

In this post, we discuss how the reimagined data flow works with OR1 instances and how it can provide high indexing throughput and durability using a new physical replication protocol. We also dive deep into some of the challenges we solved to maintain correctness and data integrity.

Optimization 113

Optimization Snapshot Metadata Cost-Benefit 113

Jet Global

DECEMBER 19, 2019

However, if NetSuite financial teams are forced to export report data into Excel and spend hours reformatting it, or wait for power users or IT to work on their reporting, they struggle to meet required deadlines for reporting. Another key issue is the separation of report data from its source. They can’t easily do ad hoc reporting.

Reporting 59

Reporting Snapshot Finance Enterprise 59

FineReport

MAY 31, 2023

The financial KPI dashboard presents a comprehensive snapshot of key indicators, enabling businesses to make informed decisions, identify areas for improvement, and align their strategies for sustained success. Ensuring seamless data integration and accuracy across these sources can be complex and time-consuming.

Dashboards 52

Dashboards Key Performance Indicator Metrics Visualization 52

AWS Big Data

DECEMBER 13, 2023

Using Amazon MSK, we securely stream data with a fully managed, highly available Apache Kafka service. Apache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications.

Data Warehouse 97

Data Warehouse Snapshot Data Processing Management 97

AWS Big Data

NOVEMBER 10, 2023

This is particularly valuable for Type 2 slowly changing dimension (SCD) and timespan accumulating snapshot facts. Optimized Redshift queries – The Amazon Redshift integration for Apache Spark plays a crucial role in converting the Spark query plan into an optimized Redshift query.

Data Processing 92

Data Processing Data Lake Data Warehouse Optimization 92

IBM Big Data Hub

JUNE 12, 2023

A long-standing partnership between IBM Human Resources and IBM Global Chief Data Office (GCDO) aided in the recent creation of Workforce 360 (Wf360), a workforce planning solution using IBM’s Cognitive Enterprise Data Platform (CEDP). Data quality is a key component for trusted talent insights.

Data Quality 68

Data Quality Data Governance People Analytics Data-driven 68

FineReport

JUNE 14, 2023

Additionally, the report presents daily sales revenue, which gives a snapshot of the revenue generated on a daily basis. Auditing your data sources helps streamline your efforts, ensuring that your reporting dashboard presents only the information and insights worth analyzing.

KPI 52

KPI Reporting Key Performance Indicator Sales 52

Jet Global

JANUARY 9, 2020

On one hand, BI analytic tools can provide a quick, easy-to-understand visual snapshot of what appears to be the bottom line. Here are two things that you absolutely need to understand before buying a BI analytics tool: BI tools can fool the naked eye. Good analytics exist outside of BI. BI Analytics Tools: Skin Deep Beauty?

Management 52

Management Analytics Visualization Dashboards 52

CIO Business Intelligence

MARCH 28, 2024

The integration enables a daily import of core financial and inventory data from Simphony into NetSuite, the company said, adding that this helps enterprises to consolidate financial reporting, streamline cash reconciliation, and eliminate time spent on manual data integrations.

Snapshot 105

Snapshot Sales Finance Enterprise 105

AWS Big Data

FEBRUARY 9, 2023

With scheduled flows, you can choose either full or incremental data transfer: With full transfer, Amazon AppFlow transfers a snapshot of all records at the time of the flow run from the source to the destination. He’s on a mission to make life easier for customers who are facing complex data integration challenges.

Data Warehouse 75

Data Warehouse Data-driven Snapshot Testing 75

AWS Big Data

NOVEMBER 22, 2023

Many AWS customers adopted Apache Hudi on their data lakes built on top of Amazon S3 using AWS Glue , a serverless data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning (ML), and application development.

Data Lake 92

Data Lake Snapshot Metadata Optimization 92

AWS Big Data

MARCH 20, 2023

In this tutorial, we assume that the files are updated with new records every day, and want to store only the latest record per the primary key ( ID and ELEMENT ) to make the latest snapshot data queryable. Now your data integration job is authored in the visual editor completely. Choose Jobs. For Table name , enter ghcn.

Visualization 79

Visualization Data Lake Snapshot Big Data 79

AWS Big Data

OCTOBER 19, 2023

In this post, we discuss different architecture patterns to keep data in sync and up to date between data lakes built on open table formats and data warehouses such as Amazon Redshift. Various data stores are supported in AWS Glue; for example, AWS Glue 4.0 For S3 Target location , enter s3:// / /hudi_incremental/ghcn/.

Data Lake 112

Data Lake Data Warehouse Visualization Snapshot 112

AWS Big Data

FEBRUARY 1, 2023

AWS Glue for ETL To meet customer demand while supporting the scale of new businesses’ data sources, it was critical for us to have a high degree of agility, scalability, and responsiveness in querying various data sources. Every dataset in our system is uniquely identified by snapshot ID, which we can search from our metadata store.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

AWS Big Data

JULY 19, 2023

We have identified the following numerical facts to measure: Quantity of tickets sold per sale Commission for the sale Implementing the Fact There are three types of fact tables (transaction fact table, periodic snapshot fact table, and accumulating snapshot fact table). Each serves a different view of the business process.

Modeling 69

Modeling Sales Data Warehouse Snapshot 69

DataKitchen

MAY 10, 2021

These labor-intensive evaluations of data quality can only be performed periodically, so at best they provide a snapshot of quality at a particular time. DataOps automation that focuses on lowering the rate of errors ensures continuous testing and improvement in data integrity. Location Balance Tests.

Testing 214

Testing Manufacturing Data Quality Statistics 214

AWS Big Data

JULY 20, 2023

Using Apache Iceberg’s compaction results in significant performance improvements, especially for large tables, making a noticeable difference in query performance between compacted and uncompacted data. These files are then reconciled with the remaining data during read time.

Data Lake 87

Data Lake Analytics Snapshot Optimization 87

O'Reilly on Data

MARCH 20, 2019

Data integrity constraints: Many databases don’t allow for strange or unrealistic combinations of input variables and this could potentially thwart watermarking attacks. Applying data integrity constraints on live, incoming data streams could have the same benefits. Disparate impact analysis: see section 1.

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

AWS Big Data

MARCH 3, 2023

Additionally, the scale is significant because the multi-tenant data sources provide a continuous stream of testing activity, and our users require quick data refreshes as well as historical context for up to a decade due to compliance and regulatory demands. Finally, data integrity is of paramount importance.

Software 52

Software Data Lake Testing Cost-Benefit 52

Cloudera

SEPTEMBER 12, 2022

A data fabric answers perhaps the biggest question of all: what data do we have to work with? Managing and making individual data sources available through traditional enterprise data integration, and when end users request them, simply does not scale — especially in light of a growing number of sources and volume.

Unstructured Data 71

Unstructured Data Data Architecture Data Lake Snapshot 71

Alation

JULY 28, 2022

“Cloud data warehouses can provide a lot of upfront agility, especially with serverless databases,” says former CIO and author Isaac Sacolick. There are tools to replicate and snapshot data, plus tools to scale and improve performance.” Migration leaders would be wise to filter out data, not to migrate via a clear policy.

Data Warehouse 69

Data Warehouse Cost-Benefit Data Governance Data-driven 69

Cloudera

MARCH 23, 2022

Figure 1: Apache Iceberg fits the next generation data architecture by abstracting storage layer from analytics layer while introducing net new capabilities like time-travel and partition evolution. #1: Apache Iceberg enables seamless integration between different streaming and processing engines while maintaining data integrity between them.

Metadata 88

Metadata Data Architecture Machine Learning Cost-Benefit 88

AWS Big Data

JUNE 12, 2023

Acting as a bridge between producer and consumer apps, it enforces the schema, reduces the data footprint in transit, and safeguards against malformed data. AWS Glue is an ideal solution for running stream consumer applications, discovering, extracting, transforming, loading, and integrating data from multiple sources.

Management 79

Management Metadata Testing Internet of Things 79

AWS Big Data

MAY 30, 2023

resource(“dynamodb”) table = dynamodb.Table(dydb_lookup_table) response = table.scan() items = response[“Items”] jsondata = sc.parallelize(items) lookupDf = glueContext.read.json(jsondata) return lookupDf # Load the Amazon Kinesis data stream from Amazon Glue Data Catalog. def readDynamoDb(): dynamodb = boto3.resource(“dynamodb”)

Data Lake 80

Data Lake Data Analytics Analytics Data Processing 80

FineReport

JUNE 26, 2023

Managers can obtain an up-to-date snapshot of the project’s scope, time, cost, and quality parameters. This may include financial records, sales reports, customer feedback, or any other data that aligns with your performance objectives. Ensure the data is comprehensive and representative of the period or project under evaluation.

Reporting 52

Reporting Key Performance Indicator Sales Visualization 52

AWS Big Data

MAY 19, 2023

In these scenarios, customers looking for a serverless data integration offering use AWS Glue as a core component for processing and cataloging data. NONE" else (datetime.today() - timedelta(days=1)).strftime("%Y-%m-%d")

Machine Learning 82

Machine Learning Metrics Management Big Data 82

erwin

MAY 17, 2021

Interestingly, 5% said they have no challenges – wouldn’t we like them to share their rose-colored glasses data governance glasses? The report has a lot to unpack, but here is a snapshot of some other key findings: Time is a major factor. Other Key Findings. Self-service done right is a game-changer.

Data Governance 99

Data Governance Data Quality Snapshot Reporting 99

AWS Big Data

NOVEMBER 29, 2023

The dbt-glue adapter democratized access for dbt users to data lakes, and enabled many users to effortlessly run their transformation workloads on the cloud with the serverless data integration capability of AWS Glue. From the launch of the adapter, AWS has continued investing into dbt-glue to cover more requirements.

Data Lake 102

Data Lake Management Metrics Data Warehouse 102

erwin

JUNE 17, 2021

Interestingly, 5% said they have no challenges – wouldn’t we like them to share their rose-colored data governance glasses? The report has a lot to unpack, but here is a snapshot of some other key findings: Time is a major factor. Other Key Findings. Self-service done right is a game-changer.

Data Governance 59

Data Governance Data Quality Snapshot Reporting 59

Smart Data Collective

AUGUST 21, 2022

But what is the state of AI and Big Data, right now? In this article, we take a snapshot look at the world of information processing as it stands in the present. Big data and AI have what is referred to as a synergistic relationship. The sales department, however, might not know any of it.

Big Data 84

Big Data Cost-Benefit Sales Snapshot 84

DataKitchen

JANUARY 23, 2023

To capture a more complete picture of the data’s journey, it is important to have a DataOps Observability system in place. Data lineage is static and often lags by weeks or months. Data lineage is often considered static because it is typically based on snapshots of data and metadata taken at a specific time.

Testing 130

Testing Data Governance Data Quality Data-driven 130

Jet Global

NOVEMBER 3, 2022

Microsoft Excel offers flexibility, but it’s missing so many of the elements required to assemble data quickly and easily for powerful (and accurate) financial narratives. The reports created within static spreadsheets are based on a snapshot of reality, taken the moment the data was exported from ERP.

Finance 52

Finance Reporting Sales Dashboards 52

Jet Global

MAY 4, 2022

There is yet another problem with manual processes: the resulting reports only reflect a snapshot in time. As soon as you export data from your ERP software or other business systems, it’s obsolete.

Reporting 52

Reporting Finance Software Consulting 52

Jet Global

NOVEMBER 14, 2022

That might be a sales performance dashboard for your Chief Revenue Officer, a snapshot of “days sales outstanding” (DSO) for the A/R collections team, or an item sales trend analysis for product management. Step 6: Drill Into the Data. Moreover, they’re constantly updated as new information becomes available.

Reporting 52

Reporting Sales Dashboards Metrics 52

Jet Global

NOVEMBER 7, 2023

Advantages : Replication reduces the load on source systems because data extraction occurs at predefined intervals, reducing the real-time impact on production systems. It provides consistency in data for reporting purposes, as you are working with snapshots of the data at a particular point in time.

Enterprise 52

Enterprise Data Warehouse Operational Reporting Reporting 52

Jet Global

OCTOBER 27, 2022

And that is only a snapshot of the benefits your finance users will enjoy with Angles for Deltek. Angles has been effective to providing us real-time financial and operational data that otherwise we would have to manually parse together. Tools to configure custom views for the remaining 20% of your team’s operational reporting needs.

Operational Reporting 52

Operational Reporting Reporting Finance Dashboards 52