David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

The adoption of cloud environments for analytic workloads has been a key feature of the data platforms sector in recent years. For two-thirds (66%) of participants in ISG’s Data Lake Dynamic Insights Research, the primary data platform used for analytics is cloud based.

Data Warehouse 130

Data Warehouse Cost-Benefit Data Lake Software 130

CIO Business Intelligence

MAY 5, 2023

Despite the current overall economic slowdown, CarMax’s Q4 2022 revenues rose 48.8% billion compared Q4 2021, with revenues for fiscal 2022 increasing 68.3% First-mover AI benefits CarMax’s IT leaders and IT staff were experimenting with OpenAI’s GPT-3.x billion overall.

Digital Transformation 145

Digital Transformation Cost-Benefit Business Driver Machine Learning 145

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 88

Data Lake Data Governance Machine Learning Cost-Benefit 88

CIO Business Intelligence

JUNE 23, 2022

Cloudera customers run some of the biggest data lakes on earth. These lakes power mission critical large scale data analytics, business intelligence (BI), and machine learning use cases, including enterprise data warehouses. On data warehouses and data lakes.

Data Lake 98

Data Lake Data Warehouse Machine Learning Data-driven 98

CIO Business Intelligence

JANUARY 20, 2023

Exercising tactful platform selection In many cases, only IT has access to data and data intelligence tools in organizations that don’t practice data democratization. So in order to make data accessible to all, new tools and technologies are required. Most organizations don’t end up with data lakes, says Orlandini.

Data Lake 135

Data Lake Data-driven Finance Data Architecture 135

Cloudera

JUNE 18, 2022

Cloudera customers run some of the biggest data lakes on earth. These lakes power mission critical large scale data analytics, business intelligence (BI), and machine learning use cases, including enterprise data warehouses. On data warehouses and data lakes.

Data Lake 94

Data Lake Data Warehouse Machine Learning Data-driven 94

CIO Business Intelligence

SEPTEMBER 7, 2023

Nearly 95% of organizations say hybrid work has led them to invest more in data protection and security, according to NTT’s 2022–23 Global Network Report. Adopting Prisma SASE reduces cost and risk while speeding up your digital transformation. Cyberattacks, SASE

IT 111

IT Data Lake Cost-Benefit Digital Transformation 111

IBM Big Data Hub

OCTOBER 4, 2023

Why does AI need an open data lakehouse architecture? from 2022 to 2026. Another IDC study showed that while 2/3 of respondents reported using AI-driven data analytics, most reported that less than half of the data under management is available for this type of analytics.

Data Lake 77

Data Lake Metadata Data Warehouse Cost-Benefit 77

CIO Business Intelligence

OCTOBER 1, 2022

In summer 2022, P&G sealed a multiyear partnership with Microsoft to transform P&G’s digital manufacturing platform. (P&G) has grown to become one of the world’s largest consumer goods manufacturers, with worldwide revenue of more than $76 billion in 2021 and more than 100,000 employees. The power of people.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

AWS Big Data

DECEMBER 21, 2023

The data volume is in double-digit TBs with steady growth as business and data sources evolve. smava’s Data Platform team faced the challenge to deliver data to stakeholders with different SLAs, while maintaining the flexibility to scale up and down while staying cost-efficient.

Data Lake 104

Data Lake Data Warehouse Data-driven B2B 104

CIO Business Intelligence

JANUARY 10, 2024

Migrating infrastructure and applications to the cloud is never straightforward, and managing ongoing costs can be equally complicated. Plus, you need to balance the FinOps team’s need for autonomy against the CIO’s need for centralized control to gain economies of scale and avoid runaway costs. Then there’s housekeeping.

Cost-Benefit 124

Cost-Benefit Measurement Optimization Metrics 124

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 90

Digital Transformation Cost-Benefit Data Lake Machine Learning 90

CIO Business Intelligence

SEPTEMBER 8, 2022

Most organizations understand the profound impact that data is having on modern business. In Foundry’s 2022 Data & Analytics Study , 88% of IT decision-makers agree that data collection and analysis have the potential to fundamentally change their business models over the next three years.

Cost-Benefit 122

Cost-Benefit Internet of Things Data-driven Data Lake 122

AWS Big Data

MAY 1, 2024

To achieve data-driven management, we built OneData, a data utilization platform used in the four global AWS Regions, which started operation in April 2022. The platform consists of approximately 370 dashboards, 360 tables registered in the data catalog, and 40 linked systems.

Dashboards 122

Dashboards Publishing Data-driven Cost-Benefit 122

CIO Business Intelligence

SEPTEMBER 12, 2023

The hype around generative AI since ChatGPT’s launch in November 2022 has driven some software vendors to rush to incorporate the technology into their applications. Getting the benefits of AI isn’t quite as simple as telling your employees they should just start using a generative AI bot, right?”

IT 116

IT Metadata Data Lake Cost-Benefit 116

AWS Big Data

JUNE 21, 2023

In traditional databases, we would model such applications using a normalized data model (entity-relation diagram). A key pillar of AWS’s modern data strategy is the use of purpose-built data stores for specific use cases to achieve performance, cost, and scale. These types of queries are suited for a data warehouse.

Data Warehouse 91

Data Warehouse Data Lake OLAP Cost-Benefit 91

AWS Big Data

MAY 30, 2023

Customers have been using data warehousing solutions to perform their traditional analytics tasks. Recently, data lakes have gained lot of traction to become the foundation for analytical solutions, because they come with benefits such as scalability, fault tolerance, and support for structured, semi-structured, and unstructured datasets.

Data Lake 88

Data Lake Data Analytics Analytics Data Processing 88

Jet Global

DECEMBER 3, 2021

It is able to draw from a broader array of data stores, including traditional relational databases, robust data warehouses, and cloud-based data lakes. As the cost benefit ratio of BI has become more and more attractive, the pace of global business has also accelerated. Discover Meaning Amid All That Data.

Business Intelligence 52

Business Intelligence OLAP Sales Data Warehouse 52

CIO Business Intelligence

OCTOBER 18, 2022

To handle the huge volume of data thus generated, the company is in the process of deploying a data lake, data warehouse, and real-time analytical tools in a hybrid model. The project, expected to cost US$400,000, will be initially piloted at the Bangalore amusement park in 2023. Digital Transformation, RFID

Data Lake 98

Data Lake Data Warehouse Cost-Benefit Digital Transformation 98

AWS Big Data

APRIL 19, 2023

Customers now want to migrate their Apache Hive workloads to Apache Spark in the cloud to get the benefits of optimized runtime, cost reduction through transient clusters, better scalability by decoupling the storage and compute, and flexibility. We can validate the data by querying the table base.states_daily in Athena.

Metadata 87

Metadata Data Lake Testing Consulting 87

CIO Business Intelligence

JANUARY 30, 2024

As the internal technology provider for parent company Allianz SE with 15,000 employees, the entity employs more than 100 ESG experts who spend several weeks each year heads down collecting and reporting ESG data manually. Karcher has since built a team of 18 and completed an inventory of existing ESG data structures and legal requirements.

Reporting 115

Reporting Data Quality Strategy Data-driven 115

AWS Big Data

OCTOBER 17, 2024

You can then run enhanced analysis on this DynamoDB data with the rich capabilities of Amazon Redshift, such as high-performance SQL, built-in machine learning (ML) and Spark integrations, materialized views (MV) with automatic and incremental refresh, data sharing, and the ability to join data across multiple data stores and data lakes.

Metrics 100

Metrics Dashboards Data Warehouse Statistics 100

IBM Big Data Hub

OCTOBER 12, 2023

The tasks behind efficient, responsible AI lifecycle management The continuous application of AI and the ability to benefit from its ongoing use require the persistent management of a dynamic and intricate AI lifecycle—and doing so efficiently and responsibly. But the implementation of AI is only one piece of the puzzle.

Cost-Benefit 76

Cost-Benefit Metadata Data Governance Modeling 76

Cloudera

APRIL 3, 2023

Compute in the form of Hive LLAP or Impala Virtual Warehouses can be provisioned on-demand, auto-scaled based on query load, and de-provisioned when idle thus reducing cloud costs and providing consistent quick results with high concurrency, HA, and query isolation. Read why the future of data lakehouses is open.

Data Warehouse 82

Data Warehouse Snapshot Metadata Cost-Benefit 82

CIO Business Intelligence

SEPTEMBER 21, 2023

It doesn’t matter how accurate an AI model is, or how much benefit it’ll bring to a company if the intended users refuse to have anything to do with it. The world has flipped since 2022,” says David McCurdy, chief enterprise architect and CTO at Insight. Then gen AI came out.

Enterprise 130

Enterprise Consulting Modeling Cost-Benefit 130

AWS Big Data

APRIL 25, 2024

In the era of data, organizations are increasingly using data lakes to store and analyze vast amounts of structured and unstructured data. Data lakes provide a centralized repository for data from various sources, enabling organizations to unlock valuable insights and drive data-driven decision-making.

Optimization 72

Optimization Data Lake Cost-Benefit Reporting 72

AWS Big Data

MAY 18, 2023

You can discover and connect to over 70 diverse data sources, manage your data in a centralized data catalog, and create, run, and monitor data integration pipelines to load data into your data lakes and your data warehouses. AWS Glue Data Catalog client 3.6.0 Delta Lake 2.1.0

Testing 88

Testing Data Lake Cost-Benefit Data Integration 88

BizAcuity

MAY 10, 2022

The cloud market is well on track to reach the expected $495 billion dollar mark by the end of 2022. Despite cost-cutting being the main reason why most companies shift to the cloud, that is not the only benefit they walk away with. Cloud washing is storing data on the cloud for use over the internet.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

AWS Big Data

MARCH 26, 2024

This view is used to identify patterns and trends in customer behavior, which can inform data-driven decisions to improve business outcomes. In 2022, AWS commissioned a study conducted by the American Productivity and Quality Center (APQC) to quantify the Business Value of Customer 360.

Data Strategy 78

Data Strategy Strategy Data Warehouse Prescriptive Analytics 78

AWS Big Data

APRIL 5, 2023

Showpad also struggled with data quality issues in terms of consistency, ownership, and insufficient data access across its targeted user base due to a complex BI access process, licensing challenges, and insufficient education. As of January 2023, Showpad’s QuickSight instance includes over 2,433 datasets and 199 dashboards.

Dashboards 52

Dashboards Reporting Cost-Benefit Visualization 52

AWS Big Data

MAY 4, 2023

The rule requires health insurers to provide clear and concise information to consumers about their health plan benefits, including costs and coverage details. Phase 1 implementation of this regulation, which went into effect on July 1, 2022, requires that payors publish machine-readable files publicly for each plan that they offer.

Insurance 89

Insurance Publishing Cost-Benefit Data Lake 89

BizAcuity

MARCH 1, 2019

At the backend, based on the data collected, data is stored in data lakes. Such data is collected from hundreds, thousands and millions of users. Then AI/ML algorithms are run on this collected data. to make better decisions and risk assessments. Future of IoT is AI.

IoT 56

IoT Internet of Things Big Data Data-driven 56

Alation

NOVEMBER 28, 2022

It’s impossible for data teams to assure the data quality of such spreadsheets and govern them all effectively. If unaddressed, this chaos can lead to data quality, compliance, and security issues. This can ultimately result in fines or suboptimal decisions that cost the company significantly in losses.

Metadata 52

Metadata Enterprise Cost-Benefit Finance 52

CIO Business Intelligence

APRIL 4, 2023

AI working on top of a data lakehouse, can help to quickly correlate passenger and security data, enabling real-time threat analysis and advanced threat detection. In order to move AI forward, we need to first build and fortify the foundational layer: data architecture. Tolkien intimated, anything worth achieving takes time.

Data Architecture 52

Data Architecture Data Lake Data Warehouse Cost-Benefit 52

Jet Global

SEPTEMBER 19, 2023

In fact, a recent Gartner report on cloud expenditure found that cross-industry cloud spend has risen from 8% as a percentage of total IT spend in 2018 to 16% in 2022. But the constant noise around the topic – from cost benefit analyses to sales pitches to technical overviews – has led to information overload. Enable cookies.

Cost-Benefit 52

Cost-Benefit Data Warehouse Reporting Enterprise 52

AWS Big Data

NOVEMBER 27, 2024

Amazon S3 Glacier serves several important audit use cases, particularly for organizations that need to retain data for extended periods due to regulatory compliance, legal requirements, or internal policies. Its low-cost storage model makes it economically feasible to store vast amounts of historical data for extended periods of time.

Big Data 104

Big Data Data Processing Cost-Benefit Optimization 104