AWS Big Data

NOVEMBER 22, 2024

Amazon Redshift has launched a session reuse capability for the Data API that can significantly streamline multi-step, stateful workloads such as exchange, transform, and load (ETL) pipelines, reporting processes, and other flows that involve sequential queries. Calls to the Data API are asynchronous.

Data Warehouse 100

Data Warehouse Recreation/Entertainment Cost-Benefit Data-driven 100

Smart Data Collective

OCTOBER 13, 2021

There are countless examples of big data transforming many different industries. There is no disputing the fact that the collection and analysis of massive amounts of unstructured data has been a huge breakthrough. Data virtualization is becoming more popular due to its huge benefits.

Visualization 145

Visualization Cost-Benefit Big Data Prescriptive Analytics 145

erwin

SEPTEMBER 17, 2020

Replace manual and recurring tasks for fast, reliable data lineage and overall data governance. It’s paramount that organizations understand the benefits of automating end-to-end data lineage. The importance of end-to-end data lineage is widely understood and ignoring it is risky business. defense budget.

Cost-Benefit 143

Cost-Benefit Data Governance Metadata Reporting 143

Cloudera

AUGUST 17, 2021

When we announced the GA of Cloudera Data Engineering back in September of last year, a key vision we had was to simplify the automation of data transformation pipelines at scale. It’s included at no extra cost, customers only have to pay for the associated compute infrastructure. CDP Airflow operators.

Management 115

Management Cost-Benefit Data Transformation Optimization 115

DataKitchen

JULY 27, 2023

Azure Functions: You can write small pieces of code (functions) that will do the transformations for you. Azure HDInsight: A fully managed cloud service that makes processing massive amounts of data easy, fast, and cost-effective. Power BI dataflows: Power BI dataflows are a self-service data preparation tool.

Machine Learning 130

Machine Learning Cost-Benefit Data Transformation Testing 130

AWS Big Data

JULY 25, 2024

If you want deeper control over your infrastructure for cost and latency optimization, you can choose OpenSearch Service’s managed clusters deployment option. With managed clusters, you get granular control over the instances you would like to use, indexing and data-sharding strategy, and more.

Cost-Benefit 123

Cost-Benefit Machine Learning Dashboards Management 123

AWS Big Data

SEPTEMBER 5, 2024

If storing operational data in a data warehouse is a requirement, synchronization of tables between operational data stores and Amazon Redshift tables is supported. In scenarios where data transformation is required, you can use Redshift stored procedures to modify data in Redshift tables.

IoT 110

IoT Data Warehouse Cost-Benefit Reporting 110

Cloudera

JUNE 1, 2021

Cloudera will become a private company with the flexibility and resources to accelerate product innovation, cloud transformation and customer growth. These acquisitions usher in a new era of “ self-service ” by automating complex operations so customers can focus on building great data-driven apps instead of managing infrastructure.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

AWS Big Data

DECEMBER 13, 2023

In addition to using native managed AWS services that BMS didn’t need to worry about upgrading, BMS was looking to offer an ETL service to non-technical business users that could visually compose data transformation workflows and seamlessly run them on the AWS Glue Apache Spark-based serverless data integration engine.

Metadata 107

Metadata Data Lake Visualization Data Quality 107

AWS Big Data

MAY 9, 2023

For workloads such as data transforms, joins, and queries, you can use G.1X 2X (2 DPU) workers, which offer a scalable and cost-effective way to run most jobs. Worker Type Number of Workers Number of DPUs Duration (minutes) Cost at $0.44/DPU-hour Each DPU provides 4 vCPU, 16 GB memory, and 64 GB disk. 1X (1 DPU) and G.2X

Data Lake 107

Data Lake Cost-Benefit Data Integration Data Transformation 107

AWS Big Data

APRIL 26, 2023

Applied services Our solution uses the serverless services AWS Glue and Amazon Simple Storage Service (Amazon S3) to run ETL (extract, transform, and load) workflows without managing an infrastructure. It also reduces the costs by paying only for the time jobs are running.

Forecasting 137

Forecasting Manufacturing Data Lake Big Data 137

IBM Big Data Hub

NOVEMBER 20, 2023

Despite modern data transformation and integration capabilities that made for faster and easier data exchange between applications, the healthcare industry has lagged behind because of the sensitivity and complexity of the data involved. What are the benefits of FHIR? What are the differences between FHIR and HL7?

Cost-Benefit 87

Cost-Benefit Data-driven Data Transformation Management 87

CIO Business Intelligence

DECEMBER 6, 2023

TECH VENDORS AS CO-INNOVATORS Nevertheless, the benefits of tech vendors are more than just infusing organizations with standard tech skills; they are becoming an integral source of the organization’s journey to long-term success and innovation.

Digital Transformation 116

Digital Transformation Software Cost-Benefit Manufacturing 116

David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

The difference is in using advanced modeling and data management to make faster scenario planning possible, driven by actionable key performance measures that enable faster, well-informed decision cycles. A major practical benefit of using AI is putting predictive analytics within easy reach of any organization.

Forecasting 130

Forecasting Machine Learning Finance Predictive Analytics 130

Sisense

FEBRUARY 26, 2020

Here, we consider why, then how, digital transformations supercharge businesses, and the critical role that product teams play in making that happen. Become data-driven to succeed. Digital transformation has proven benefits. Embedding analytics into products should be part of your digital transformation strategy.

Digital Transformation 90

Digital Transformation Analytics Big Data Data-driven 90

erwin

MARCH 4, 2021

And when you talk about that question at a high level, he says, you get a very “simple answer,”– which is ‘the only thing we want to have is the right data with the right quality to the right person at the right time at the right cost.’. The Why: Data Governance Drivers. Why should companies care about data governance?

Data Governance 122

Data Governance Digital Transformation Data-driven Cost-Benefit 122

AWS Big Data

AUGUST 1, 2024

These challenges can range from ensuring data quality and integrity during the migration process to addressing technical complexities related to data transformation, schema mapping, performance, and compatibility issues between the source and target data warehouses.

Data Warehouse 107

Data Warehouse KPI Optimization Cost-Benefit 107

Cloudera

DECEMBER 9, 2022

Existing NiFi users can now bring their NiFi flows and run them in our cloud service by creating DataFlow Deployments that benefit from auto-scaling, one-button NiFi version upgrades, centralized monitoring through KPIs, multi-cloud support, and automation through a powerful command-line interface (CLI). Enabling self-service for developers.

Testing 100

Testing Cost-Benefit Interactive Visualization 100

CIO Business Intelligence

JANUARY 24, 2024

Using unstructured data for actionable insights will be a crucial task for IT leaders looking to drive innovation and create additional business value.” One of the keys to benefiting from unstructured data is to define clear objectives, Miller says. What are the goals for leveraging unstructured data?”

Data Strategy 136

Data Strategy Strategy Unstructured Data Data Governance 136

Cloudera

AUGUST 3, 2022

However, it not only increases costs but requires duplication of policies and yet another external tool to manage. By leveraging Hive to apply Ranger FGAC, Spark obtains secure access to the data in a protected staging area. SP1 will provide the key benefits outlined above. For those eager to get started, CDP 7.1.7

Snapshot 90

Snapshot Cost-Benefit Machine Learning Data Science 90

AWS Big Data

AUGUST 9, 2023

The combination of a data lake in a serverless paradigm brings significant cost and performance benefits. monitor" WHERE event_type = 'failed' group by service_type order by fail_count desc; Over time with rich observability data – time series based monitoring data analysis will yield interesting findings.

Data Lake 97

Data Lake Metrics Testing Cost-Benefit 97

AWS Big Data

JULY 18, 2024

The main driving factors include lower total cost of ownership, scalability, stability, improved ingestion connectors (such as Data Prepper , Fluent Bit, and OpenSearch Ingestion), elimination of external cluster managers like Zookeeper, enhanced reporting, and rich visualizations with OpenSearch Dashboards.

Dashboards 106

Dashboards Testing Data-driven Visualization 106

Sisense

AUGUST 6, 2020

AI can add value to your product/service in many ways, including: Improved business performance Reduced costs Increased customer satisfaction Improved brand value Risk reduction (reduced human error, fraud reduction, spam reduction) Improved convenience and accessibility of products. What are the right KPIs and outputs for your product?

Management 95

Management Machine Learning Key Performance Indicator Cost-Benefit 95

AWS Big Data

OCTOBER 27, 2023

AWS Glue , a serverless data integration and extract, transform, and load (ETL) service, has revolutionized this process, making it more accessible and efficient. AWS Glue eliminates complexities and costs, allowing organizations to perform data integration tasks in minutes, boosting efficiency.

Analytics 117

Analytics Visualization Data Integration Cost-Benefit 117

Cloudera

JUNE 17, 2022

Instead of configuring every on-premises application to push data to your cloud NiFi deployments, the most efficient approach is to establish a NiFi deployment on-premises (e.g. using Cloudera Flow Management) and use it to collect data from all your on-premises systems. Syslog data pipelines for cybersecurity use cases.

Cost-Benefit 94

Cost-Benefit IoT Data Warehouse Manufacturing 94

Cloudera

AUGUST 8, 2022

These connections empower analysts and data scientists to easily collaborate on the same data, with their choice of tools and engines. No more lock-in, unnecessary data transformations, or data movement across tools and clouds just to extract insights out of the data. Cloudera Machine Learning .

Snapshot 94

Snapshot Data Warehouse Machine Learning Cost-Benefit 94

IBM Big Data Hub

MARCH 14, 2024

This involves unifying and sharing a single copy of data and metadata across IBM® watsonx.data ™, IBM® Db2 ®, IBM® Db2® Warehouse and IBM® Netezza ®, using native integrations and supporting open formats, all without the need for migration or recataloging.

Cost-Benefit 75

Cost-Benefit Metadata Optimization Management 75

AWS Big Data

FEBRUARY 6, 2023

In the post Introducing the AWS ProServe Hadoop Migration Delivery Kit TCO tool , we introduced the AWS ProServe Hadoop Migration Delivery Kit (HMDK) TCO tool and the benefits of migrating on-premises Hadoop workloads to Amazon EMR. Are any mixed development and operation jobs operating in one cluster? Choose Delete. Choose Delete stack.

Dashboards 91

Dashboards Optimization Data Lake Cost-Benefit 91

AWS Big Data

OCTOBER 11, 2023

Organizations with legacy, on-premises, near-real-time analytics solutions typically rely on self-managed relational databases as their data store for analytics workloads. Traditionally, such a legacy call center analytics platform would be built on a relational database that stores data from streaming sources.

Management 124

Management Metadata Analytics Dashboards 124

Alation

JANUARY 17, 2023

In actual fact, it isn’t all that confusing at all, and understanding what it means can have huge benefits for your organization. In this article, I will explain the modern data stack in detail, list some benefits, and discuss what the future holds. What Is the Modern Data Stack? Extract, load, Transform (ELT) tools.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Science Data Transformation 52

AWS Big Data

AUGUST 26, 2024

Solution overview The following diagram illustrates the solution architecture: The solution uses AWS Glue as an ETL engine to extract data from the source Amazon RDS database. Built-in data transformations then scrub columns containing PII using pre-defined masking functions. Run the crawlers. PII detection and scrubbing.

Visualization 113

Visualization Metadata Data Transformation Testing 113

AWS Big Data

FEBRUARY 21, 2023

We use Apache Spark as our main data processing engine and have over 1,000 Spark applications running over massive amounts of data every day. These Spark applications implement our business logic ranging from data transformation, machine learning (ML) model inference, to operational tasks. Their costs were climbing.

Cost-Benefit 59

Cost-Benefit Informatics Optimization Management 59

AWS Big Data

NOVEMBER 13, 2023

Amazon Redshift data sharing allows you to extend the ease of use, performance, and cost benefits offered by a single cluster to multi-cluster deployments while being able to share data. He helps AWS customers optimize their architectures to achieve performance, scale, and cost efficiencies.

Data Warehouse 109

Data Warehouse Analytics Data Lake Data Science 109

AWS Big Data

JULY 27, 2023

The over 200 transformations it provides are now available to be used in an AWS Glue Studio visual job. In DataBrew, a recipe is a set of data transformation steps that you can author interactively in its intuitive visual interface. runtime and benefit from the significant performance improvements it brings.

Visualization 95

Visualization Cost-Benefit Data Quality Publishing 95

AWS Big Data

SEPTEMBER 13, 2024

AWS as a key enabler of CFM’s business strategy We have identified the following as key enablers of this data strategy: Managed services – AWS managed services reduce the setup cost of complex data technologies, such as Apache Spark. At this stage, CFM data scientists can perform analytics and extract value from raw data.

Interactive 94

Interactive Strategy Cost-Benefit Data Governance 94

AWS Big Data

AUGUST 19, 2024

We also use Amazon S3 to store AWS Glue scripts, logs, and temporary data generated during the ETL process. This approach offers the following benefits: Enhanced security – By using PrivateLink and VPC endpoints, data transfer between Snowflake and Amazon S3 is secured within the AWS network, reducing exposure to potential security threats.

Analytics 114

Analytics Data-driven Data Integration Data Lake 114

Sisense

OCTOBER 15, 2020

Let’s look at a few ways that different industries take advantage of streaming data. How industries can benefit from streaming data. Another goal that teams dealing with streaming data may have is managing and optimizing a file system on object storage.

Dashboards 98

Dashboards IoT Optimization Internet of Things 98