AWS Big Data

APRIL 24, 2023

Building a data lake on Amazon Simple Storage Service (Amazon S3) provides numerous benefits for an organization. However, many use cases, like performing change data capture (CDC) from an upstream relational database to an Amazon S3-based data lake, require handling data at a record level.

Data Lake 83

Data Lake Data Governance Cost-Benefit Machine Learning 83

AWS Big Data

MARCH 26, 2024

A Gartner Marketing survey found only 14% of organizations have successfully implemented a C360 solution, due to lack of consensus on what a 360-degree view means, challenges with data quality, and lack of cross-functional governance structure for customer data.

Data Strategy 70

Data Strategy Strategy Data Warehouse Prescriptive Analytics 70

IBM Big Data Hub

APRIL 25, 2023

To do so, Presto and Spark need to readily work with existing and modern data warehouse infrastructures. Now, let’s chat about why data warehouse optimization is a key value of a data lakehouse strategy. The rise of cloud object storage has driven the cost of data storage down.

Optimization 56

Optimization Strategy Data Warehouse Cost-Benefit 56

IBM Big Data Hub

OCTOBER 4, 2023

Artificial intelligence (AI) is now at the forefront of how enterprises work with data to help reinvent operations, improve customer experiences, and maintain a competitive advantage. It’s no longer a nice-to-have, but an integral part of a successful data strategy. Later this year, watsonx.data will infuse watsonx.ai

Data Lake 81

Data Lake Metadata Cost-Benefit Data Warehouse 81

AWS Big Data

MAY 30, 2024

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data.

Data Warehouse 85

Data Warehouse Data Lake Cost-Benefit Structured Data 85

AWS Big Data

JANUARY 12, 2024

Ingestion: Data lake batch, micro-batch, and streaming Many organizations land their source data into their data lake in various ways, including batch, micro-batch, and streaming jobs. Amazon AppFlow can be used to transfer data from different SaaS applications to a data lake.

Data Lake 96

Data Lake Cost-Benefit Visualization Structured Data 96

erwin

JULY 17, 2019

Having a clearly defined digital transformation strategy is an essential best practice for successful digital transformation. But what makes a viable digital transformation strategy? Constructing A Digital Transformation Strategy: Data Enablement. With automation, data quality is systemically assured.

Digital Transformation 98

Digital Transformation Strategy Metadata Data-driven 98

CIO Business Intelligence

MARCH 18, 2024

When it comes to AI, Nafde sees risks in the vendors selected, the business-worthiness of the use case, and the cost of the initiative. The CIO has strategies in place to address all three. To find promising use cases, Webster Bank canvassed several dozen proposals and decided to start with three that could deliver tangible benefits.

Risk 130

Risk Cost-Benefit Data Processing Testing 130

CIO Business Intelligence

DECEMBER 6, 2023

British multinational packaging giant DS Smith has committed itself to ambitious sustainability goals, and its IT strategy to standardize on a single cloud will be a key enabler. This enables the company to extract additional value from the data through real-time availability and contextualization.

Manufacturing 84

Manufacturing Data Lake Digital Transformation Machine Learning 84

CIO Business Intelligence

JANUARY 10, 2024

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. FinOps is part of the equation, but from a CIO perspective, you need a top-down view that starts with the strategy before you talk about the components of it,” McMasters says.

Cost-Benefit 117

Cost-Benefit Measurement Optimization Metrics 117

CIO Business Intelligence

NOVEMBER 25, 2022

As part of that transformation, Agusti has plans to integrate a data lake into the company’s data architecture and expects two AI proofs of concept (POCs) to be ready to move into production within the quarter. Like many CIOs, Carhartt’s top digital leader is aware that data is the key to making advanced technologies work.

Data Lake 128

Data Lake Data Warehouse Unstructured Data Data Architecture 128

AWS Big Data

JANUARY 17, 2024

With Amazon EMR 6.15, we launched AWS Lake Formation based fine-grained access controls (FGAC) on Open Table Formats (OTFs), including Apache Hudi, Apache Iceberg, and Delta lake. Many large enterprise companies seek to use their transactional data lake to gain insights and improve decision-making.

Data Lake 96

Data Lake Snapshot Big Data Data-driven 96

AWS Big Data

MAY 16, 2024

To learn more details about their benefits, see Introduction to Spatial Indexes. Learn more about these differences in CARTO’s free ebook Spatial Indexes Benefits of H3 One of the flagship examples of spatial indexes is H3, which is a hexagonal spatial index. This ensures robust data representation in all directions.

Data Warehouse 109

Data Warehouse Visualization Cost-Benefit Optimization 109

CIO Business Intelligence

NOVEMBER 28, 2023

This means excelling in the under-the-radar disciplines of data architecture and data governance. Emotionally, culturally, and psychologically data management has to be rebranded — in the words of Sumathi Thiyagarajan , VP of business strategy and analytics for the Milwaukee Bucks — as “joyous” work.

Management 115

Management Data Architecture Data Lake Data Strategy 115

CIO Business Intelligence

MARCH 9, 2022

Despite the worldwide chaos, UAE national airline Etihad has managed to generate productivity gains and cost savings from insights using data science. Etihad began its data science journey with the Cloudera Data Platform and moved its data to the cloud to set up a data lake. Reem Alaya Lebhar.

Data Science 93

Data Science Data Lake Cost-Benefit Digital Transformation 93

IBM Big Data Hub

APRIL 24, 2023

By running reports on historical data, a data warehouse can clarify what systems and processes are working and what methods need improvement. Data warehouse is the base architecture for artificial intelligence and machine learning (AI/ML) solutions as well. Modern data warehousing technology can handle all data forms.

Data Warehouse 92

Data Warehouse Data Lake Cost-Benefit Enterprise 92

Cloudera

OCTOBER 6, 2022

A major goal of these projects is cost reduction; it’s not sexy, it’s pragmatic. Finding opportunities for monetary savings offers the benefit of reducing costs, but more importantly, it enables a reallocation of budgets towards innovation projects. . Cost savings opportunities. Strategies to maximize impact.

Digital Transformation 88

Digital Transformation Cost-Benefit Data Lake Machine Learning 88

AWS Big Data

MAY 1, 2024

Large scale multi-account We have adopted a multi-account strategy to provide AWS accounts for each project. With this strategy, future usage expansion at scale can be achieved without affecting the users. Also, this strategy allowed us to have clear boundaries in security, costs, and service quotas for each AWS service.

Dashboards 113

Dashboards Data-driven Publishing Cost-Benefit 113

CIO Business Intelligence

APRIL 12, 2023

All of this needs to work cohesively in a real-time ecosystem and support the speed and scale necessary to realize the business benefits of real-time AI. Most current data architectures were designed for batch processing with analytics and machine learning models running on data warehouses and data lakes.

Machine Learning 138

Machine Learning Cost-Benefit Data-driven Strategy 138

CIO Business Intelligence

MAY 24, 2022

Australian research and advisory firm Adapt identifies an organisation’s ability to execute a data-driven strategy as one of 12 core competencies , identified from 30,000 conversations spanning three years with leading IT and businesses. This is the first post in a series of three on data-driven organisations. Oil and Gas.

Data-driven 88

Data-driven Data Lake Data Warehouse Cost-Benefit 88

AWS Big Data

JUNE 21, 2023

In traditional databases, we would model such applications using a normalized data model (entity-relation diagram). A typical ask for this data may be to identify sales trends as well as sales growth on a yearly, monthly, or even daily basis. This is inefficient from both a cost and performance perspective.

Data Warehouse 82

Data Warehouse Data Lake OLAP Cost-Benefit 82

IBM Big Data Hub

SEPTEMBER 25, 2023

Presto is an open source distributed SQL query engine for data analytics and the data lakehouse, designed for running interactive analytic queries against datasets of all sizes, from gigabytes to petabytes. Because of its distributed nature, Presto scales for petabytes and exabytes of data.

OLAP 90

OLAP Data Lake Data-driven Snapshot 90

AWS Big Data

MAY 7, 2024

Amazon DataZone allows you to simply and securely govern end-to-end data assets stored in your Amazon Redshift data warehouses or data lakes cataloged with the AWS Glue data catalog. Note that a managed data asset is an asset for which Amazon DataZone can manage permissions.

Metadata 77

Metadata Data Lake Data Processing Data-driven 77

CIO Business Intelligence

FEBRUARY 28, 2024

It also requires a rethink of your business strategy to embrace advances in cloud computing, analytics, AI, IoT and automation. With the benefit of hindsight, what decisions might we have made differently in this regard 10 years ago? Ensure your sustainability goals are aligned with your overall business and technology strategies.

Digital Transformation 52

Digital Transformation IoT Cost-Benefit Data Lake 52

Cloudera

APRIL 22, 2021

Today’s enterprise data analytics teams are constantly looking to get the best out of their platforms. Storage plays one of the most important roles in the data platforms strategy, it provides the basis for all compute engines and applications to be built on top of it. Lower software licensing and support cost.

Data Lake 100

Data Lake Cost-Benefit Testing Metadata 100

IBM Big Data Hub

DECEMBER 7, 2023

They are seamlessly integrated with cloud-based data warehouses, facilitating the collection, storage and analysis of data from various sources. Challenges of adopting cloud-based OLAP solutions Cloud adoption for OLAP databases has become common due to scalability, elasticity and cost-efficiency advantages.

OLAP 60

OLAP Slice and Dice Cost-Benefit Data Warehouse 60

Smart Data Collective

FEBRUARY 20, 2022

Your SaaS company can store and protect any amount of data using Amazon Simple Storage Service (S3), which is ideal for data lakes, cloud-native applications, and mobile apps. Management of data. While maintaining cost control, SaaS companies may have to innovate quickly. Cost-effective. Management.

Cost-Benefit 115

Cost-Benefit Data Lake Software Machine Learning 115

AWS Big Data

APRIL 26, 2023

This multinational production strategy follows an even more international and extensive supplier network. To enable this use case, we used the BMW Group’s cloud-native data platform called the Cloud Data Hub. To learn more about the Cloud Data Hub, refer to BMW Group Uses AWS-Based Data Lake to Unlock the Power of Data.

Forecasting 124

Forecasting Manufacturing Data Lake Big Data 124

Cloudera

JANUARY 30, 2024

But with this data — along with some context about the business and process — manufacturers can leverage AI as a key building block to develop and enhance operations. There are many functional areas within manufacturing where manufacturers will see AI’s massive benefits. Develop a data strategy built on a robust data platform.

Manufacturing 79

Manufacturing Contextual Data IoT Digital Transformation 79

Jet Global

MAY 9, 2024

The key components of a data pipeline are typically: Data Sources : The origin of the data, such as a relational database , data warehouse, data lake , file, API, or other data store. This can include tasks such as data ingestion, cleansing, filtering, aggregation, or standardization.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52

Jet Global

JANUARY 15, 2021

These benefits come with a caveat, however. In this respect, we often hear references to “switching costs” and “stickiness.” When the cost of switching to a new product is high, customers tend to remain where they are. Ultimately, though, switching costs are not so much about absolute numbers as they are about relative costs.

Cost-Benefit 72

Cost-Benefit Data Lake Reporting OLAP 72

AWS Big Data

MAY 16, 2023

Zoom, in collaboration with the AWS Data Lab team, developed an innovative architecture to overcome these challenges and streamline their logging and record deletion processes. In this post, we explore the architecture and the benefits it provides for Zoom and its users. minutes using the Amazon EMR runtime for Apache Spark.

Data Lake 71

Data Lake Cost-Benefit Optimization Testing 71

Cloudera

DECEMBER 11, 2020

Many businesses now need to achieve free and open data access in order to derive value and improve efficiencies as they navigate the ‘new norm’ — whether that’s involved working from a home office, or the garden shed. Toolsets and strategies have had to shift to ensure controlled access to data.

Data Lake 98

Data Lake Cost-Benefit Unstructured Data Data Governance 98

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 79

Cost-Benefit Metadata Optimization Management 79

CIO Business Intelligence

JUNE 28, 2023

“We transferred our lab data—including safety, sensory efficacy, toxicology tests, product formulas, ingredients composition, and skin, scalp, and body diagnosis and treatment images—to our AWS data lake,” Gopalan says. Follow a value-focused strategy. This allowed us to derive insights more easily.”

Digital Transformation 92

Digital Transformation Cost-Benefit Informatics Data mining 92

CIO Business Intelligence

MARCH 6, 2023

When you store and deliver data at Shutterstock’s scale, the flexibility and elasticity of the cloud is a huge win, freeing you from the burden of costly, high-maintenance data centers. For Shutterstock, the benefits of AI have been immediately apparent.

Data Lake 65

Data Lake Cost-Benefit Recreation/Entertainment Experimentation 65

AWS Big Data

NOVEMBER 8, 2023

Putting your data to work with generative AI – Innovation Talk Thursday, November 30 | 12:30 – 1:30 PM PST | The Venetian Join Mai-Lan Tomsen Bukovec, Vice President, Technology at AWS to learn how you can turn your data lake into a business advantage with generative AI. Reserve your seat now! Reserve your seat now!

Data-driven 91

Data-driven Data Lake Machine Learning Cost-Benefit 91