Cloudera

OCTOBER 10, 2024

The open data lakehouse is quickly becoming the standard architecture for unified multifunction analytics on large volumes of data. It combines the flexibility and scalability of data lake storage with the data analytics, data governance, and data management functionality of the data warehouse.

Optimization

DataKitchen

JULY 8, 2025

Scaling Data Reliability: The Definitive Guide to Test Coverage for Data Engineers The parallels between software development and data analytics have never been more apparent. Data analytics processes fundamentally resemble manufacturing operations, where raw materials transform to produce refined outputs.

Testing

KDnuggets

JUNE 19, 2025

This concurrency model becomes particularly valuable when building data ingestion systems. In cloud environments where compute costs directly impact your budget, this efficiency translates to meaningful savings, especially for high-volume data processing workloads. Performance differences become noticeable as your systems scale.

Experimentation

CIO Business Intelligence

JANUARY 21, 2025

CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI. CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns.

Cost-Benefit

AWS Big Data

NOVEMBER 21, 2024

We also go over the basic concepts of Hadoop high availability, EMR instance fleets, the benefits and trade-offs of high availability, and best practices for running resilient EMR clusters. This enhanced diversity helps optimize for cost and performance while increasing the likelihood of fulfilling capacity requirements.

Metrics

CIO Business Intelligence

JULY 8, 2025

CIOs looking for cost-reduction opportunities should conduct a cost-benefit audit of third-party data sources, review utilization, and quantify risks. Observability in dataops includes monitoring data pipelines, automating responses, and tracking performance.

Risk

CIO Business Intelligence

NOVEMBER 19, 2024

A cloud analytics migration project is a heavy lift for enterprises that dive in without adequate preparation. If expectations around the cost and speed of deployment are unrealistically high, milestones are missed, and doubt over potential benefits soon takes root. But this scenario is avoidable.

Analytics

Cloudera

JANUARY 7, 2025

Adopting hybrid and multi-cloud models provides enterprises with flexibility, cost optimization, and a way to avoid vendor lock-in. Cost Savings: Hybrid and multi-cloud setups allow organizations to optimize workloads by selecting cost-effective platforms, reducing overall infrastructure costs while meeting performance needs.

Cost-Benefit

AWS Big Data

NOVEMBER 22, 2024

Amazon Redshift has launched a session reuse capability for the Data API that can significantly streamline multi-step, stateful workloads such as exchange, transform, and load (ETL) pipelines, reporting processes, and other flows that involve sequential queries. Calls to the Data API are asynchronous.

Data Warehouse

AWS Big Data

MARCH 13, 2025

At AWS re:Invent 2024, we announced the next generation of Amazon SageMaker , the center for all your data, analytics, and AI. In this post, we explore the benefits of SageMaker Unified Studio and how to get started. We are excited to announce the general availability of SageMaker Unified Studio.

Analytics

AWS Big Data

JULY 25, 2025

Additionally, it reduces the number of API calls to the metadata store, potentially lowering costs associated with these operations. These benefits combine to create a more efficient and cost-effective way of handling schema evolution in large-scale data environments.

IoT

Smarten

JANUARY 6, 2025

What Are the Benefits of Low-Code No-Code in Analytics? Here, we discuss the benefits of LCNC-enabled analytics, no code business intelligence benefits and employing analytics and low code no code for teams, business users, Citizen Data Scientists and, ultimately, for the enterprise.

Predictive Analytics

AWS Big Data

NOVEMBER 29, 2024

The serverless nature of AWS Glue means that there is no infrastructure management, and you pay only for the resources consumed while your jobs are running (plus storage cost for outputs). Allison worked over 15 years with SAP products before concentrating her Analytics technical specialty on AWS native services.

Visualization

Smarten

NOVEMBER 7, 2024

Like every other cultural shift within an organization, the management team must support the transition to Citizen Data Scientists by educating team members and helping them to understand the benefits of these changes. ‘To First, business users must understand the role of a Citizen Data Scientist.

Cost-Benefit

AWS Big Data

NOVEMBER 6, 2024

As applications process more and more data over time, customers are looking to reduce the compute costs for their stream processing applications. which enables you to reduce your stream processing cost by up to 33% compared to previous KCL versions. Additionally, we cover additional benefits that KCL 3.0

Cost-Benefit

AWS Big Data

APRIL 9, 2025

This feature cuts through complexity, reduces search time, minimizes errors, and fosters unprecedented collaboration across our data engineering, analytics, and business teams. This supports data hygiene and infrastructure cost optimization. Pradeep Misra is a Principal Analytics Solutions Architect at AWS.

Metadata

AWS Big Data

DECEMBER 19, 2024

Data lakes were originally designed to store large volumes of raw, unstructured, or semi-structured data at a low cost, primarily serving big data and analytics use cases. Announced during AWS re:Invent 2023, this feature focuses on optimizing data storage for Iceberg tables using the CoW mechanism.

Data Lake

AWS Big Data

JUNE 2, 2025

The approach offers several benefits: you can minimize production downtime, perform comprehensive testing before switching environments, and maintain the ability to return to your original environment if needed. You can estimate costs for your specific configuration using the AWS Pricing Calculator.

Metadata

AWS Big Data

NOVEMBER 13, 2024

Source-based data is the unaltered, raw data that is generated from source systems (for example, quality data, safety data) and is useful for other business use cases. Consumer-based data is the aggregated and transformed data from source systems.

Metadata

CIO Business Intelligence

AUGUST 12, 2025

Yet, many companies are still tangled in fragmented AI solutions that can only deliver isolated benefits. While these solutions might address immediate problems, they also result in inefficiencies, data silos, misaligned investments, and higher costs.

Strategy

AWS Big Data

JULY 15, 2025

This blog post explores the performance benefits of automatic compaction of Iceberg tables using Avro and ORC file types in S3 Tables for a data ingestion use with over 20 billion events. Parquet, ORC, and Avro file formats Parquet is one of the most common and fastest growing data types in Amazon S3.

Optimization

AWS Big Data

AUGUST 5, 2025

Next, they navigate to a data catalog to find and access relevant datasets, which they share with the data scientist team to run analytics with sophisticated tools (see the following figure). His expertise spans across data analytics, data governance, AI, ML, big data, and healthcare-related technologies.

Management

AWS Big Data

DECEMBER 4, 2024

To gain a comprehensive understanding of their business and make informed decisions, the company needs to integrate and analyze data from ServiceNow seamlessly, identifying and addressing problems and root causes, managing service level agreements and compliance, and proactively planning for incident prevention. Kamen Sharlandjiev is a Sr.

Data Integration

erwin

APRIL 30, 2025

These datasets meet all the criteria of a legitimate asset: they can be owned, they generate measurable benefits, and they can be exchanged for value. Yet their worth remains invisible on financial statements, leading to systematic underinvestment in data management and protection.

Cost-Benefit

CIO Business Intelligence

JANUARY 30, 2025

When organizations build and follow governance policies, they can deliver great benefits including faster time to value and better business outcomes, risk reduction, guidance and direction, as well as building and fostering trust. The benefits far outweigh the alternative. But in reality, the proof is just the opposite. AI governance.

Testing

DataFloq

JULY 21, 2025

The DataOps process focuses on automation, continuous delivery, testing, version control, and monitoring as main components of the data life cycle and combines agility and reliability of analytics to deliver value from data faster. Suddenly, campaigns become sharper, mailing volumes drop, and costs shrink. With over 1.5

Analytics

AWS Big Data

MAY 20, 2025

For more information, see Allow your Amazon Bedrock Knowledge Bases service role to access your data store. Cost You incur a cost for converting natural language to text based on SQL. Conclusion Generative AI applications provide significant advantages in structured data management and analysis.

Structured Data

AWS Big Data

JULY 7, 2025

At scale, customers need to programmatically manage their Kafka Connect infrastructure for consistent deployments when updates are required, as well as the code for error handling, retries, compression, or data transformation as it is delivered from your Kafka cluster.

Cost-Benefit

AWS Big Data

OCTOBER 25, 2024

It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data. Tens of thousands of customers use Amazon Redshift to process large amounts of data, modernize their data analytics workloads, and provide insights for their business users.

Statistics

AWS Big Data

JULY 7, 2025

Srinivas Kandi is a Senior Architect at Stifel focusing on delivering the next generation of cloud data platform on AWS. Prior to joining Stifel, Srini was a delivery specialist in cloud data analytics at AWS helping several customers in their transformational journey into AWS cloud.

Data-driven

Smart Data Collective

JUNE 11, 2025

SmartData Collective > Big Data > Monitoring Data Without Turning into Big Brother Big Data Exclusive Monitoring Data Without Turning into Big Brother Data monitoring helps prevent costly errors and keeps big data systems accurate, reliable, and ready for real-time decisions. Followers Like 33.7k

Big Data

David Menninger's Analyst Perspectives

DECEMBER 31, 2024

Enterprises that adopt RPA report reductions in process cycle times and operational costs. RPA : RPAs ability to replicate human tasks efficiently enables enterprises to realize immediate operational cost savings. By leveraging data analytics, enterprises can identify bottlenecks in workflows and continuously enhance their processes.

Cost-Benefit

CIO Business Intelligence

NOVEMBER 21, 2024

CIOs must build strong relationships with other executives to ensure IT is seen not as a cost center but as a critical enabler of business success. For instance, an e-commerce platform leveraging artificial intelligence and data analytics to tailor customer recommendations enhances user experience and revenue generation.

Strategy

AWS Big Data

NOVEMBER 19, 2024

This offering is designed to provide an even more cost-effective solution for running Airflow environments in the cloud. micro characteristics, key benefits, ideal use cases, and how you can set up an Amazon MWAA environment based on this new environment class. micro reflect a balance between functionality and cost-effectiveness.

Metadata

Teradata

APRIL 22, 2025

Register now Home Insights Data platform Article Modernizing Data Platforms for AI/ML and Generative AI: The Case for Migrating from Hadoop to Teradata Vantage Migrating from Hadoop to Teradata Vantage enhances AI/ML and generative AI capabilities, offering strategic benefits and efficiency improvements. million annually).

Cost-Benefit

Teradata

MAY 30, 2025

Additionally, departments have control over their resource consumption and costs through compute groups, which enable custom resource allocations and throttle rules. Open table format (OTF) provides a flexible, cost-efficient storage abstraction layer that simplifies data management. address1 Your privacy is important.

Machine Learning

CIO Business Intelligence

JANUARY 8, 2025

This involves the integration of digital technologies into its planning and operations like adopting cloud computing to sustain and scale infrastructure seamlessly, using AI to improve user experience through natural language communication, enhancing data analytics for data-driven decision making and building closed-loop automated systems using IoT.

Experimentation