AWS Big Data

FEBRUARY 1, 2024

The solution should be scalable, cost-efficient, and straightforward to adopt and operate. Amazon Redshift features like streaming ingestion, Amazon Aurora zero-ETL integration , and data sharing with AWS Data Exchange enable near-real-time processing for trade reporting, risk management, and trade optimization. version cluster.

Data Warehouse 127

Data Warehouse Dashboards Risk Management Risk 127

datapine

MAY 21, 2019

Armed with BI-based prowess, these organizations are a testament to the benefits of using online data analysis to enhance your organization’s processes and strategies. Many are also overwhelmed by where to start, worried about cost and effort, and discouraged by stories of BI failures. “Up

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards ROI 183

CIO Business Intelligence

JUNE 23, 2022

These lakes power mission critical large scale data analytics, business intelligence (BI), and machine learning use cases, including enterprise data warehouses. In recent years, the term “data lakehouse” was coined to describe this architectural pattern of tabular analytics over data in the data lake.

Data Lake 95

Data Lake Data Warehouse Machine Learning Cost-Benefit 95

Cloudera

JUNE 18, 2022

These lakes power mission critical large scale data analytics, business intelligence (BI), and machine learning use cases, including enterprise data warehouses. In recent years, the term “data lakehouse” was coined to describe this architectural pattern of tabular analytics over data in the data lake.

Data Lake 89

Data Lake Data Warehouse Machine Learning Cost-Benefit 89

AWS Big Data

JUNE 23, 2023

Redshift Serverless is a serverless option of Amazon Redshift that allows you to run and scale analytics without having to provision and manage data warehouse clusters. Redshift Serverless automatically provisions and intelligently scales data warehouse capacity to deliver high performance for all your analytics.

Data Lake 71

Data Lake Cost-Benefit Dashboards Data Warehouse 71

datapine

SEPTEMBER 29, 2022

Paired to this, it can also: Improved decision-making process: From customer relationship management, to supply chain management , to enterprise resource planning, the benefits of effective DQM can have a ripple impact on an organization’s performance. Industry-wide, the positive ROI on quality data is well understood. 1 – The people.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

AUGUST 8, 2022

The general availability covers Iceberg running within some of the key data services in CDP, including Cloudera Data Warehouse ( CDW ), Cloudera Data Engineering ( CDE ), and Cloudera Machine Learning ( CML ). Cloudera Data Engineering (Spark 3) with Airflow enabled. Loading data into Iceberg tables with CDE.

Snapshot 88

Snapshot Data Warehouse Machine Learning Cost-Benefit 88

datapine

SEPTEMBER 27, 2022

Drilling down into the ‘where’ and ‘why’ of SQL, Excel, and data mining, this book is informational and easy to follow, making it a winning addition to our list of the best SQL books. The all-encompassing nature of this book makes it a must for a data bookshelf. Best Advanced SQL Books.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

AWS Big Data

NOVEMBER 20, 2023

As a result, you gain the benefit of higher availability, better performance, and lower cost for your AWS Glue for Apache Spark workload. This typically happens when the job capacity is over-provisioned and many Spark executors were idle, resulting in unnecessary cost. workerUtilization showed 1.0 Check it out!

Metrics 100

Metrics Data Lake Cost-Benefit Dashboards 100

CIO Business Intelligence

SEPTEMBER 8, 2022

Gathering and processing data quickly enables organizations to assess options and take action faster, leading to a variety of benefits, said Elitsa Krumova ( @Eli_Krumova ), a digital consultant, thought leader and technology influencer.

Cost-Benefit 120

Cost-Benefit Internet of Things Data-driven Data Lake 120

AWS Big Data

MARCH 10, 2023

These transactional data lakes combine features from both the data lake and the data warehouse. You can simplify your data strategy by running multiple workloads and applications on the same data in the same location. Athena provides a simplified, flexible way to analyze petabytes of data where it lives.

Data Lake 107

Data Lake Sales Data Warehouse Snapshot 107

datapine

MARCH 31, 2022

To understand this concept in a practical context, check out this video featuring an explanation from analyst Sonya Fournier: Now that we’ve explored BI in a real-world professional context, let’s look at the benefits of embarking on this occupation. This could involve anything from learning SQL to buying some textbooks on data warehouses.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

CIO Business Intelligence

SEPTEMBER 8, 2022

However, we have now reached a tipping point with AI where the compute capacity, ubiquitous connectivity, and wealth of data can match the moment and assist business leaders to create unique competitive advantages by better serving customers, improving processes, enhancing employee experience, or reducing costs.

Machine Learning 112

Machine Learning Cost-Benefit Data-driven Digital Transformation 112

erwin

MAY 2, 2022

Data modeling helps you right-size cloud migrations for cost savings. The cloud offers infinitely scalable resources – but, at a cost. Static overprovisioning or dynamic scaling will run up monthly cloud costs very quickly on a bad design. So that’s $136,000 per year just to run this one data warehouse in the cloud.

Modeling 98

Modeling Insurance Cost-Benefit Data Warehouse 98

IBM Big Data Hub

OCTOBER 16, 2023

They are used in everything from robotics to tools that reason and interact with humans. This type of next-generation data store combines a data lake’s flexibility with a data warehouse’s performance and lets you scale AI workloads no matter where they reside.

Risk 73

Risk Modeling Management Metadata 73

Cloudera

JANUARY 26, 2022

This archaic version of our internet was the first time (mainframe) computers interacted with each other. Network operating systems let computers communicate with each other; and data storage grew—a 5MB hard drive was considered limitless in 1983 (when compared to a magnetic drum with memory capacity of 10 kB from the 1960s).

Data Processing 83

Data Processing IoT Cost-Benefit Digital Transformation 83

datapine

JANUARY 24, 2021

By asking the right questions, utilizing sales analytics software that will enable you to mine, manipulate and manage voluminous sets of data, generating insights will become much easier. Before starting any business venture, you need to make the most crucial step: prepare your data for any type of serious analysis.

IT 317

IT Statistics KPI Data-driven 317

erwin

AUGUST 15, 2022

Static over-provisioning or dynamic scaling will run up monthly cloud costs very quickly on a bad design. So, you really should get familiar with your cloud provider’s sizing vs. cost calculator. A sample data warehousing project. I was pricing for a data warehousing project with just 4 TBs of data, small by today’s standards.

Data Lake 52

Data Lake Modeling Unstructured Data Data Warehouse 52

Jet Global

AUGUST 14, 2019

While the technology behind enabling computers to simulate human thought has been developing, at times slowly, over the past half-century, the cost of implementation, readily available access to cloud computing, and practical business use cases are primed to help AI make a dramatic impact in the enterprise over the next few years.

Enterprise 70

Enterprise OLAP Business Intelligence Cost-Benefit 70

Jet Global

DECEMBER 3, 2021

The term “ business intelligence ” (BI) has been in common use for several decades now, referring initially to the OLAP systems that drew largely upon pre-processed information stored in data warehouses. As the cost benefit ratio of BI has become more and more attractive, the pace of global business has also accelerated.

Business Intelligence 52

Business Intelligence Sales OLAP Data Warehouse 52

Octopai

MARCH 24, 2020

But, with the amount of time it takes for BI to deliver and the amount of manual data mapping and tracing required to enable accurate delivery, you have to question if maybe BI could be made more intelligent. By unifying different data streams on one platform, a better interpretation of that information is possible. Watch the webinar!

Metadata 43

Metadata Cost-Benefit Business Intelligence ROI 43

CIO Business Intelligence

MAY 28, 2022

Among the issues that led to an overfull pipeline included department heads pushing for pet projects that may not have strategic benefits for enterprise at large, the classification of too many big projects with iffy ROI as urgent, and what Das calls “big, shiny ideas,” like crypto projects that have not been properly vetted.

IT 137

IT ROI Cost-Benefit Technology 137

CIO Business Intelligence

MAY 25, 2022

Among the issues that led to an overfull pipeline included department heads pushing for pet projects that may not have strategic benefits for enterprise at large, the classification of too many big projects with iffy ROI as urgent, and what Das calls “big, shiny ideas,” like crypto projects that have not been properly vetted.

IT 116

IT ROI Cost-Benefit Technology 116

AWS Big Data

MARCH 25, 2024

AWS Glue can interact with streaming data services such as Kinesis Data Streams and Amazon MSK for processing and transforming CDC data. With Amazon Managed Service for Apache Flink Studio , you can build and run Apache Flink stream processing applications using standard SQL, Python, and Scala in an interactive notebook.

Data Lake 95

Data Lake Unstructured Data Management Modeling 95

AWS Big Data

APRIL 19, 2023

Many customers run big data workloads such as extract, transform, and load (ETL) on Apache Hive to create a data warehouse on Hadoop. Instead, we can use automation to speed up the process of migration and reduce heavy lifting tasks, costs, and risks. To configure AWS CLI interaction with AWS, refer to Quick setup.

Metadata 82

Metadata Testing Data Lake Consulting 82

Jet Global

OCTOBER 2, 2019

While the technology behind enabling computers to simulate human thought has been developing, at times slowly, over the past half-century, the cost of implementation, readily available access to cloud computing, and practical business use cases are primed to help AI make a dramatic impact in the enterprise over the next few years.

Enterprise 40

Enterprise OLAP Business Intelligence Cost-Benefit 40

FineReport

FEBRUARY 28, 2020

Enterprise reporting is a process of extracting, processing, organizing, analyzing, and displaying data in the companies. It uses enterprise reporting tools to organize data into charts, tables, widgets, or other visualizations. In the end, display data insights such as reports and visual charts through data presentation.

Reporting 96

Reporting Enterprise Visualization Business Intelligence 96

erwin

SEPTEMBER 5, 2022

Static over-provisioning or dynamic scaling will run up monthly cloud costs very quickly due to that bad design, although capped at your cloud over sizing selection. So, you pay for constant performance at the expense of uncapped monthly costs. So, the database and its costs automatically scale up and down as needed.

Modeling 52

Modeling Cost-Benefit Testing Data-driven 52

Cloudera

APRIL 3, 2023

In this blog, we will share with you in detail how Cloudera integrates core compute engines including Apache Hive and Apache Impala in Cloudera Data Warehouse with Iceberg. We will publish follow up blogs for other data services. Read why the future of data lakehouses is open.

Data Warehouse 79

Data Warehouse Snapshot Metadata Cost-Benefit 79

Smart Data Collective

JULY 22, 2019

Let’s now review how business intelligence tools can change this situation and what benefits they can bring to businesses. Automating your data processing routine can offer your business a lot of benefits. BI tools use the Big Data approach and apply it to your company data. Save Costs and Time.

Business Intelligence 80

Business Intelligence Cost-Benefit Dashboards Visualization 80

Cloudera

APRIL 9, 2021

Enterprise data warehouse platform owners face a number of common challenges. In this article, we look at seven challenges, explore the impacts to platform and business owners and highlight how a modern data warehouse can address them. ETL jobs and staging of data often often require large amounts of resources.

Data Warehouse 58

Data Warehouse Cost-Benefit Statistics Data-driven 58

AWS Big Data

MAY 16, 2024

However, visualizing and analyzing large-scale geospatial data presents a formidable challenge due to the sheer volume and intricacy of information. The need to balance detail and context while maintaining real-time interactivity can lead to issues of scalability and rendering complexity.

Data Warehouse 111

Data Warehouse Visualization Cost-Benefit Optimization 111

AWS Big Data

OCTOBER 26, 2023

times lower cost per user and up to 7.9 times better price-performance than other cloud data warehouses on real-world workloads using advanced techniques like concurrency scaling to support hundreds of concurrent users, enhanced string encoding for faster query performance, and Amazon Redshift Serverless performance enhancements.

Data Warehouse 100

Data Warehouse Cost-Benefit Dashboards Optimization 100

AWS Big Data

JANUARY 17, 2024

Transaction data lake use case Amazon EMR customers often use Open Table Formats to support their ACID transaction and time travel needs in a data lake. Another popular transaction data lake use case is incremental query. Next, we create an AWS Cloud9 interactive development environment (IDE). Choose Create key pair.

Data Lake 98

Data Lake Snapshot Big Data Data-driven 98

AWS Big Data

OCTOBER 18, 2023

Amazon Redshift is a fast, fully managed, petabyte-scale data warehouse that provides the flexibility to use provisioned or serverless compute for your analytical workloads. The decoupled compute and storage architecture of Amazon Redshift enables you to build highly scalable, resilient, and cost-effective workloads.

Analytics 100

Analytics Data Warehouse Testing Dashboards 100

FineReport

APRIL 21, 2024

Industries benefit significantly from embedded analytics, driving operational efficiency and deeper customer understanding. Limited Interactivity Even after overcoming logistical and analytical hurdles to deploy embedded dashboards, the challenges persist. What Are the Main Benefits of Embedded BI Tools?

Dashboards 52

Dashboards Visualization Interactive Business Intelligence 52

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? Data ingestion/integration services.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Data Science 52