Cloudera

JANUARY 26, 2024

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. In a good data governance strategy, it is important to define roles that allow the business to limit the level of access that users can have to their strategic data assets.

Metadata 72

Metadata Data Governance Management Finance 72

Cloudera

JANUARY 5, 2023

In the past year, businesses who doubled down on digital transformation during the pandemic saw their efforts coming to fruition in the form of cost savings and more streamlined data management. 1- Treating data as a strategic business asset . 2- Operationalizing adaptive AI systems for quicker business decision-making.

Cost-Benefit 52

Cost-Benefit Business Objectives Machine Learning Data Architecture 52

Cloudera

JULY 14, 2023

Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. Some of the common issues include constrained schema evolution, static partitioning of data, and long planning time because of S3 directory listings.

Snapshot 69

Snapshot Metadata Data Warehouse Testing 69

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data.

Risk 77

Risk Modeling Management Metadata 77

Cloudera

MARCH 4, 2024

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. In a good data governance strategy, it is important to define roles that allow the business to limit the level of access that users can have to their strategic data assets.

Metadata 52

Metadata Data Governance Management Finance 52

erwin

AUGUST 15, 2022

For NoSQL, data lakes, and data lake houses—data modeling of both structured and unstructured data is somewhat novel and thorny. This blog is an introduction to some advanced NoSQL and data lake database design techniques (while avoiding common pitfalls) is noteworthy. A sample data warehousing project.

Data Lake 52

Data Lake Modeling Unstructured Data Data Warehouse 52

Cloudera

OCTOBER 30, 2023

The legacy IT infrastructure to run the business operations — mainly data centers — has a deadline to shift to cloud-based services. The public cloud is increasingly becoming the preferred platform to host data analytics – related projects, such as business intelligence, machine learning (ML), and AI applications. Why FinOps?

Analytics 74

Analytics Cost-Benefit ROI Business Objectives 74

Cloudera

SEPTEMBER 23, 2022

In a recent blog, Cloudera Chief Technology Officer Ram Venkatesh described the evolution of a data lakehouse, as well as the benefits of using an open data lakehouse, especially the open Cloudera Data Platform (CDP). Modern data lakehouses are typically deployed in the cloud.

Data Governance 103

Data Governance Strategy Enterprise Cost-Benefit 103

Cloudera

MARCH 28, 2024

At a time when AI is exploding in popularity and finding its way into nearly every facet of business operations, data has arguably never been more valuable. As organizations continue to navigate this AI-driven world, we set out to understand the strategies and emerging data architectures that are defining the future.

Data Architecture 88

Data Architecture Strategy Data Lake Data-driven 88

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. Why does AI need an open data lakehouse architecture?

Data Lake 86

Data Lake Metadata Cost-Benefit Data Warehouse 86

Cloudera

FEBRUARY 8, 2024

It brings the reliability and simplicity of SQL tables to big data while enabling engines like Hive, Impala, Spark, Trino, Flink, and Presto to work with the same tables at the same time. Apache Iceberg forms the core foundation for Cloudera’s Open Data Lakehouse with the Cloudera Data Platform (CDP).

Snapshot 87

Snapshot Metadata Cost-Benefit Data Warehouse 87

IBM Big Data Hub

APRIL 24, 2023

The dependence on remote internet access for business, personal, and educational use elevated the data demand and boosted global data consumption. Additionally, the increase in online transactions and web traffic generated mountains of data. Enter the modernization of data warehousing solutions.

Data Warehouse 98

Data Warehouse Data Lake Cost-Benefit Enterprise 98

Cloudera

DECEMBER 15, 2022

Since we announced the general availability of Apache Iceberg in Cloudera Data Platform (CDP), Cloudera customers, such as Teranet , have built open lakehouses to future-proof their data platforms for all their analytical workloads. Cloudera partners are also benefiting from Apache Iceberg in CDP.

Metadata 76

Metadata Data Warehouse Snapshot Data Quality 76

IBM Big Data Hub

NOVEMBER 14, 2023

Data monetization is a business capability where an organization can create and realize value from data and artificial intelligence (AI) assets. A value exchange system built on data products can drive business growth for your organization and gain competitive advantage.

Strategy 113

Strategy Cost-Benefit Data-driven Measurement 113

CIO Business Intelligence

SEPTEMBER 12, 2023

But behind the scenes, it’s been concentrating on building a solid technical foundation for generative AI before rolling it out across the board. 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

CIO Business Intelligence

APRIL 4, 2023

I get it, we live in an age of instant gratification, with Doordash and Grubhub meals on-demand, fast-paced social media and same-day Amazon Prime deliveries. Fortunately, the journey to AI is one that is more than worth the time and effort. Constructing the right data architecture cannot be bypassed. In the words of J.R.R.

Data Architecture 52

Data Architecture Data Lake Data Warehouse Cost-Benefit 52

Cloudera

JULY 11, 2022

The need for data fabric. As Cloudera CMO David Moxey outlined in his blog , we live in a hybrid data world. Data is growing and continues to accelerate its growth. Driving insight and value from it all is as much of an opportunity as it is a challenge. Cloudera data fabric and analyst acclaim.

Data Architecture 103

Data Architecture Data-driven Cost-Benefit Data Warehouse 103

IBM Big Data Hub

SEPTEMBER 19, 2023

Specifically, generative AI would transform customer care, IT and network optimization and digital labor—all areas in which automation can notably help increase agility and efficiency. CSPs and NEPs usually have huge support centers and IBM has the potential to help transform workflows between all ecosystem players.

Cost-Benefit 118

Cost-Benefit Optimization Interactive Enterprise 118

Cloudera

SEPTEMBER 12, 2022

Fundamentally, to be “better” requires ongoing analysis of the current state and comparison to the previous or next one. Fundamentally, to be “better” requires ongoing analysis of the current state and comparison to the previous or next one. It sounds straightforward: you just need data and the means to analyze it. Yes and no.

Unstructured Data 71

Unstructured Data Data Architecture Data Lake Snapshot 71

IBM Big Data Hub

OCTOBER 12, 2023

But the implementation of AI is only one piece of the puzzle. 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.

Cost-Benefit 83

Cost-Benefit Metadata Data Governance Modeling 83

Cloudera

SEPTEMBER 9, 2022

The promise of a modern data lakehouse architecture. Imagine having self-service access to all business data, anywhere it may be, and being able to explore it all at once. Imagine quickly answering burning business questions nearly instantly, without waiting for data to be found, shared, and ingested.

Metadata 96

Metadata Machine Learning Unstructured Data Data Lake 96

Cloudera

OCTOBER 25, 2022

Enabling data and analytics in the cloud allows you to have infinite scale and unlimited possibilities to gain faster insights and make better decisions with data. Cloud data lakehouses provide significant scaling, agility, and cost advantages compared to cloud data lakes and cloud data warehouses.

Data Processing 52

Data Processing Data Lake Cost-Benefit Risk 52

Cloudera

SEPTEMBER 7, 2022

We are now well into 2022 and the megatrends that drove the last decade in data — The Apache Software Foundation as a primary innovation vehicle for big data, the arrival of cloud computing, and the debut of cheap distributed storage — have now converged and offer clear patterns for competitive advantage for vendors and value for customers.

Big Data 107

Big Data Software Enterprise Digital Transformation 107

Cloudera

MARCH 23, 2022

Please join us on March 24 for Future of Data meetup where we do a deep dive into Iceberg with CDP . By being a truly open table format, Apache Iceberg fits well within the vision of the Cloudera Data Platform (CDP). What is Apache Iceberg? 1: Multi-function analytics . 2: Open formats.

Metadata 88

Metadata Data Architecture Machine Learning Cost-Benefit 88

Cloudera

APRIL 3, 2023

Cloudera Contributors: Ayush Saxena, Tamas Mate, Simhadri Govindappa Since we announced the general availability of Apache Iceberg in Cloudera Data Platform (CDP), we are excited to see customers testing their analytic workloads on Iceberg. We will publish follow up blogs for other data services.

Data Warehouse 78

Data Warehouse Snapshot Metadata Cost-Benefit 78

Timo Elliott

NOVEMBER 30, 2022

All the industry analysts have a similar vision of what that agile future of business looks like. IDC calls it the Future Enterprise , Forrester talks about Future Fit organizations, and Gartner explains the benefits of the Composable Enterprise. And then on top of that foundation, we offer the SAP Business Technology Platform.

Recreation/Entertainment 98

Recreation/Entertainment Metadata Data Warehouse Cost-Benefit 98

Cloudera

JULY 13, 2023

Several compute engines such as Impala, Hive, Spark, and Trino have supported querying data in Iceberg table format by adopting this Java Library provided by the Apache Iceberg project. Different query engines such as Impala, Hive, and Spark can immediately benefit from using Apache Iceberg Java Library.

Metadata 69

Metadata Snapshot Data Warehouse Statistics 69

IBM Big Data Hub

AUGUST 1, 2023

Organizations that utilize them correctly can see a myriad of benefits—from increased operational efficiency and improved decision-making to the rapid creation of marketing content. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible?

Modeling 60

Modeling Cost-Benefit Data Lake Machine Learning 60

Cloudera

AUGUST 28, 2023

At Cloudera, we have been working with our customers to help them benefit from this new wave of innovation. At Cloudera, we have been working with our customers to help them benefit from this new wave of innovation. This delicate balance between outsourcing and data protection remains a pivotal concern.

Enterprise 75

Enterprise Machine Learning Modeling Data Processing 75

Cloudera

JUNE 17, 2022

In the second blog of the Universal Data Distribution blog series , we explored how Cloudera DataFlow for the Public Cloud (CDF-PC) can help you implement use cases like data lakehouse and data warehouse ingest, cybersecurity, and log optimization, as well as IoT and streaming data collection.

Cost-Benefit 88

Cost-Benefit IoT Data Warehouse Manufacturing 88

IBM Big Data Hub

OCTOBER 20, 2023

AI platform tools enable knowledge workers to analyze data, formulate predictions and execute tasks with greater speed and precision than they can manually. AI platforms assist with a multitude of tasks ranging from enforcing data governance to better workload distribution to the accelerated construction of machine learning models.

Machine Learning 79

Machine Learning Manufacturing Cost-Benefit Deep Learning 79

Octopai

AUGUST 24, 2022

From mesh to data mesh. From nets for fishing or keeping mosquitos at bay to chain link armor and chain link fences, mesh’s big benefit was its combination of burden distribution plus flexibility. . No one entity has to support all the others; they all bear part of the burden and support each other. Fishing nets.

Strategy 65

Strategy Data-driven Sales Enterprise 65

IBM Big Data Hub

MAY 9, 2023

Unlike traditional ML, where each new use case requires a new model to be designed and built using specific data, foundation models are trained on large amounts of unlabeled data, which can then be adapted to new scenarios and business applications. But why now? This results in both increased ROI and much faster time to market.

Data Warehouse 109

Data Warehouse Cost-Benefit Machine Learning Modeling 109

AWS Big Data

OCTOBER 4, 2023

Migrating on-premises data warehouses to the cloud is no longer viewed as an option but a necessity for companies to save cost and take advantage of what the latest technology has to offer. We also describe the main steps involved, the supported features, and their benefits. It comes with an intuitive user interface (UI).

Data Warehouse 59

Data Warehouse Cost-Benefit Metadata Data Lake 59

IBM Big Data Hub

SEPTEMBER 11, 2023

On June 7, 1983, a product was born that would revolutionize how organizations would store, manage, process , and query their data: IBM Db2. Over the past 40 years, Db2 has been on an exciting and transformational journey. Codd published his famous paper “ A Relational Model of Data for Large Shared Data Banks.”

Machine Learning 91

Machine Learning Cost-Benefit IoT Data Warehouse 91

CIO Business Intelligence

NOVEMBER 7, 2023

For years, IT and business leaders have been talking about breaking down the data silos that exist within their organizations. In fact, as companies undertake digital transformations , usually the data transformation comes first, and doing so often begins with breaking down data — and political — silos in various corners of the enterprise.

Data Warehouse 142

Data Warehouse Digital Transformation Reporting Data-driven 142

Octopai

NOVEMBER 13, 2022

The modern data stack is a data management system built out of cloud-based data systems. A given modern data stack will usually include components for data ingestion from your data sources, data transformation, data storage, data analysis and reporting.

Enterprise 77

Enterprise Data Warehouse Reporting Metadata 77