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 135

Visualization Cost-Benefit Big Data Prescriptive Analytics 135

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

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 91

Data Lake Cost-Benefit Data Integration Data Transformation 91

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 78

Cost-Benefit Metadata Optimization Management 78

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 113

Digital Transformation Software Cost-Benefit Manufacturing 113

AWS Big Data

MARCH 15, 2023

Infomedia was looking to build a cloud-based data platform to take advantage of highly scalable data storage with flexible and cloud-native processing tools to ingest, transform, and deliver datasets to their SaaS applications. The Parquet format results in improved query performance and cost savings for downstream processing.

Cost-Benefit 68

Cost-Benefit Data Processing Optimization Data-driven 68

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 Transformation Data Science 52

IBM Big Data Hub

JULY 5, 2023

In the case of Hadoop, one of the more popular data lakes, the promise of implementing such a repository using open-source software and having it all run on commodity hardware meant you could store a lot of data on these systems at a very low cost. But it never co-existed amicably within existing data lake environments.

Data Lake 62

Data Lake Metadata Cost-Benefit Data Warehouse 62

Alation

APRIL 4, 2023

Now, joint users will get an enhanced view into cloud and data transformations , with valuable context to guide smarter usage. Integrating helpful metadata into user workflows gives all people, from data scientists to analysts , the context they need to use data more effectively.

Metadata 52

Metadata Cost-Benefit Data Transformation Predictive Modeling 52

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 91

Data Lake Data Warehouse Data-driven B2B 91

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 124

Forecasting Manufacturing Data Lake Big Data 124

AWS Big Data

FEBRUARY 6, 2023

To solve this, we’re introducing the Hadoop migration assessment Total Cost of Ownership (TCO) tool. The self-serve HMDK TCO tool accelerates the design of new cost-effective Amazon EMR clusters by analyzing the existing Hadoop workload and calculating the total cost of the ownership (TCO) running on the future Amazon EMR system.

Cost-Benefit 52

Cost-Benefit Data Lake Dashboards Big Data 52

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 55

Cost-Benefit Informatics Optimization Management 55

FineReport

APRIL 21, 2024

Industries benefit significantly from embedded analytics, driving operational efficiency and deeper customer understanding. When comparing options, consider scalability, total cost of ownership, and the BI tech stack. What Are the Main Benefits of Embedded BI Tools? Dashboard customization requires CSS and JavaScript skills.

Dashboards 52

Dashboards Visualization Interactive Business Intelligence 52

FineReport

MARCH 31, 2024

Furthermore, these tools boast customization options, allowing users to tailor data sources to address areas critical to their business success, thereby generating actionable insights and customizable reports. Best BI Tools for Data Analysts 3.1 Cost-effective pricing and comprehensive supporting services, maximizing value.

Dashboards 52

Dashboards Visualization Data mining Data-driven 52

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 90

Data Lake Metrics Testing Cost-Benefit 90

Cloudera

OCTOBER 11, 2021

They will automatically get the benefits of CDP Shared Data Experience (SDX) with enterprise-grade security and governance. Modak Nabu reliably curates datasets for any line of business and personas, from business analysts to data scientists. Cost efficiencies by taking advantage of Spot instances. Conclusion.

Data Lake 92

Data Lake Cost-Benefit Data-driven Dashboards 92

DataKitchen

APRIL 26, 2021

GSK’s DataOps journey paralleled their data transformation journey. GSK has been in the process of investing in and building out its data and analytics capabilities and shifting the R&D organization to a software engineering mindset. These were useful analogies because our leadership understood this value proposition.”

Measurement 246

Measurement Metrics Data-driven Testing 246

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 98

Testing Cost-Benefit Interactive Visualization 98

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 135

Data Strategy Strategy Unstructured Data Data Governance 135

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 88

Snapshot Cost-Benefit Machine Learning Data Transformation 88

Jet Global

MAY 9, 2024

Data Extraction : The process of gathering data from disparate sources, each of which may have its own schema defining the structure and format of the data and making it available for processing. 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

MAY 1, 2023

Now, Delta managers can get a full understanding of their data for compliance purposes. Additionally, with write-back capabilities, they can clear discrepancies and input data. These benefits provide a 360-degree feedback loop. In this new era, users expect to reap the benefits of analytics in every application that they touch.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Jet Global

FEBRUARY 23, 2024

This field guide to data mapping will explore how data mapping connects volumes of data for enhanced decision-making. Why Data Mapping is Important Data mapping is a critical element of any data management initiative, such as data integration, data migration, data transformation, data warehousing, or automation.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Sales 52

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

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 Cost-Benefit Data-driven 90

AWS Big Data

AUGUST 1, 2023

AWS Glue is a serverless data discovery, load, and transformation service that will prepare data for consumption in BI and AI/ML activities. Solution overview This solution uses Amazon AppFlow to retrieve data from the Jira Cloud. This will enable both the CDC steps and the data transformation steps for the Jira data.

Data Lake 88

Data Lake Data Transformation Cost-Benefit Data-driven 88

Anmut

APRIL 6, 2022

For example, the data elements name, address, phone number, and account number may be grouped together to form your customer data set. A data asset is a collection of data sets expected to provide specific future economic benefits to the organisation and its stakeholders.

Cost-Benefit 52

Cost-Benefit ROI Sales Data-driven 52

AWS Big Data

APRIL 25, 2024

This can be attributed to factors such as inefficient data layout, resulting in excessive data scanning and inefficient use of compute resources. To address this challenge, common practices like partitioning and bucketing can significantly improve query performance and reduce computation costs.

Optimization 65

Optimization Data Lake Cost-Benefit Reporting 65

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 98

Analytics Visualization Data Integration Cost-Benefit 98

IBM Big Data Hub

OCTOBER 16, 2023

It also lets you choose the right engine for the right workload at the right cost, potentially reducing your data warehouse costs by optimizing workloads. A data store lets a business connect existing data with new data and discover new insights with real-time analytics and business intelligence.

Risk 73

Risk Modeling Management Metadata 73

Alation

MARCH 22, 2022

So, how can you quickly take advantage of the DataOps opportunity while avoiding the risk and costs of DIY? This platform can be implemented in a cost-effective serverless cloud environment and put to work right away. They can better understand data transformations, checks, and normalization. Alation’s DataOps Role.

Metadata 52

Metadata Cost-Benefit Data Quality Data Lake 52

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 91

Snapshot Data Warehouse Machine Learning Cost-Benefit 91

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 92

Cost-Benefit IoT Data Warehouse Manufacturing 92

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

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 78

Dashboards Optimization Data Lake Cost-Benefit 78

Ontotext

FEBRUARY 12, 2024

The data mesh concept will mitigate cognitive overload when building data-driven organizations that require intense technical, domain, and operational knowledge. For many organizations, a centralized data platform will fall short as it gives data teams much less autonomy over managing increasingly diverse and voluminous datasets.

Data-driven 59

Data-driven Data Lake Data Quality Business Objectives 59