AWS Big Data

JUNE 10, 2024

Cost effectively maintaining Apache Iceberg tables Maintaining Apache Iceberg tables is crucial for optimizing performance, reducing storage costs, and ensuring data integrity. Expire snapshots Each write to an Iceberg table creates a new snapshot , or version, of a table.

Data Lake 125

Data Lake Metadata Snapshot Analytics 125

Smart Data Collective

OCTOBER 19, 2022

But MongoDB also offers filesystem snapshot backups and queryable backups. DynamoDB is a bit more limited and complicated to manage as indexes are sized, billed, and provisioned separately from your data. Applications might end up handling stale data as global secondary indexes (GSIs) be inconsistent with underlying data.

Big Data 132

Big Data Management Recreation/Entertainment Cost-Benefit 132

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 112

Data Lake Snapshot Metadata Optimization 112

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 94

Visualization Data Lake Snapshot Big Data 94

AWS Big Data

MARCH 3, 2023

It has been well published since the State of DevOps 2019 DORA Metrics were published that with DevOps, companies can deploy software 208 times more often and 106 times faster, recover from incidents 2,604 times faster, and release 7 times fewer defects. For users that require a unified view of software quality, this is unacceptable.

Software 52

Software Data Lake Testing Cost-Benefit 52

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 129

Data Lake Data Warehouse Visualization Snapshot 129

AWS Big Data

JUNE 27, 2023

Our previous solution offered visualization of key metrics, but point-in-time snapshots produced only in PDF format. We also saved 75% on our annual external software costs. Taking care of sensitive data iostudio operates in the AWS GovCloud environment because many of our customers are government agencies.

Metrics 98

Metrics Dashboards Interactive Visualization 98

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 97

Data Lake Analytics Snapshot Data Quality 97

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 114

Data Warehouse Snapshot Data Processing Internet of Things 114

FineReport

MAY 31, 2023

Contemporary dashboards surpass basic visualization and reporting by utilizing financial analytics to amalgamate diverse financial and accounting data, empowering analysts to delve further into the data and uncover valuable insights that can optimize cost-efficiency and enhance profitability. Free Download of FineReport 1.

Dashboards 52

Dashboards Key Performance Indicator Metrics Visualization 52

Wayne Yaddow

MARCH 14, 2025

Users can apply built-in schema tests (such as not null, unique, or accepted values) or define custom SQL-based validation rules to enforce data integrity. dbt Core allows for data freshness monitoring and timeliness assessments, ensuring tables are updated within anticipated intervals in addition to standard schema validations.

Data Transformation 52

Data Transformation Testing Unstructured Data Data Quality 52

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-driven Data Governance 69

AWS Big Data

FEBRUARY 9, 2023

Customers across industries seek meaningful insights from the data captured in their Customer Relationship Management (CRM) systems. To achieve this, they combine their CRM data with a wealth of information already available in their data warehouse, enterprise systems, or other software as a service (SaaS) applications.

Data Warehouse 94

Data Warehouse Data-driven Snapshot Testing 94

FineReport

JUNE 14, 2023

Note: All the KPI report templates shown in this article are created by FineReport , a powerful reportin g software that has been honorably mentioned by Gartner Magic Quadrant for ABI Platforms in 2023. Additionally, the report presents daily sales revenue, which gives a snapshot of the revenue generated on a daily basis.

KPI 52

KPI Reporting Key Performance Indicator Sales 52

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 94

Data Lake Data Analytics Analytics Data Processing 94

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

NOVEMBER 29, 2023

It enables data engineers, data scientists, and analytics engineers to define the business logic with SQL select statements and eliminates the need to write boilerplate data manipulation language (DML) and data definition language (DDL) expressions. He is responsible for building software artifacts to help customers.

Data Lake 120

Data Lake Management Metrics Data Warehouse 120

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. Imagine the setup of your average software company. You have a billing department.

Big Data 98

Big Data Cost-Benefit Sales Snapshot 98

AWS Big Data

OCTOBER 23, 2024

Apache HBase is an open source, non-relational distributed database developed as part of the Apache Software Foundation’s Hadoop project. Running HBase on Amazon S3 has several added benefits, including lower costs, data durability, and easier scalability. HBase provided by other cloud platforms doesn’t support snapshots.

Snapshot 111

Snapshot Recreation/Entertainment Testing Data Processing 111

CIO Business Intelligence

NOVEMBER 25, 2024

The company wanted to leverage all the benefits the cloud could bring, get out of the business of managing hardware and software, and not have to deal with all the complexities around security, he says. “Quite frankly, we didn’t have the internal resources to support an on-premise solution,” Shannon says.

Digital Transformation 131

Digital Transformation Data Warehouse Data Governance Enterprise 131

DataKitchen

JANUARY 23, 2023

Data lineage is typically stored in separate systems from the data itself and can be difficult to keep up-to-date. Five on DataOps Observability : DataOps Observability is the ability to understand the state and behavior of data and the software and hardware that carries and transforms it as it flows through systems.

Testing 130

Testing Data Governance Data Quality Data-driven 130

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. The finance experts at CXO Software ?have Step 6: Drill Into the Data. CXO Software: Intelligent Reporting Solutions.

Reporting 52

Reporting Sales Dashboards Metrics 52

Jet Global

MAY 4, 2022

Enterprise Resource Planning (ERP) software plays a central role in the finance function. Inventory management, MRP, project management, and customer relationship management (CRM) are now commonplace, extending or integrating with existing ERP software. Challenge 1. ERP Complexity.

Reporting 52

Reporting Finance Software Consulting 52

Jet Global

NOVEMBER 3, 2022

Instead of poring over reams of columnar data, users can intuitively grasp what is happening in the business with just a glance. The best dashboard software enables users to drill down to the details in the ERP system to further explore what is happening and why. Hidden Do you resell software? Highlight key takeaways.

Finance 52

Finance Reporting Sales Dashboards 52

Jet Global

MAY 25, 2022

It relieves them of the burdens typically associated with installing and maintaining complex software systems, and it’s arguably more secure because it’s monitored 24/7 by dedicated experts. The problem is that the exported data rarely conforms to the format you need. The Many Problems of Manual Reporting Processes.

Reporting 52

Reporting Finance Software Snapshot 52

Jet Global

MAY 24, 2022

Many of the problems faced by today’s companies originate from the use of disparate software systems, all of which operate somewhat independently. All of that in-between work–the export, the consolidation, and the cleanup–means that analysts are stuck using a snapshot of the data. CXO Software is a finance-driven solution.

Finance 52

Finance Reporting Sales Software 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. Hidden Do you resell software? Prospective Customer. Current Customer.

Operational Reporting 52

Operational Reporting Reporting Finance Dashboards 52

Jet Global

MAY 2, 2022

Imagine the following scenario: You’re building next year’s budget in Microsoft Excel, using current year-to-date actuals that you exported from your enterprise resource planning (ERP) software. The source data in this scenario represents a snapshot of the information in your ERP system. Going Beyond the General Ledger.

Sales 52

Sales Finance Reporting Software 52