AWS Big Data

OCTOBER 30, 2024

We show how to build data pipelines using AWS Glue jobs, optimize them for both cost and performance, and implement schema evolution to automate manual tasks. This post shows how to load data from a legacy database (SQL Server) into a transactional data lake ( Apache Iceberg ) using AWS Glue. To start the job, choose Run. format(dbname)).config("spark.sql.catalog.glue_catalog.catalog-impl",

Data Lake 102

Data Lake Data Processing Optimization Machine Learning 102

CIO Business Intelligence

JANUARY 30, 2025

The Uptime Institute reports that in 2020, 58% of enterprise IT workloads were hosted in corporate data centers. In 2023, this percentage fell to 48%, and survey respondents forecasted that a stubborn 43% of workloads will still be hosted in corporate data centers in 2025. The enterprise data center is here to stay.

Enterprise 129

Enterprise Data Processing Forecasting IoT 129

CIO Business Intelligence

OCTOBER 16, 2023

Upchurch is an accomplished IT executive with more than 24 years of experience leading global managed hosting, managed application, cloud, and SaaS organizations. Going back after the fact to optimize for cost while you’re still trying to operate and grow can make things even harder.” Signing up for cloud services is easy.

Optimization 140

Optimization Enterprise Finance Data Processing 140

CIO Business Intelligence

DECEMBER 17, 2024

But after putting some discipline around it and pinpointing where we can optimize our operations, we have found a better balance. Now that we have a few AI use cases in production, were starting to dabble with in-house hosted, managed, small language models or domain-specific language models that dont need to sit in the cloud.

Digital Transformation 105

Digital Transformation Data Processing Optimization Machine Learning 105

Timo Elliott

JANUARY 10, 2022

I recently had the opportunity to sit down with Tom Raftery , host of the SAP Industry Insights Podcast (among others!) to discuss some of the highlights and common themes in last year’s episodes. I’m an innovation evangelist for SAP. Tom Raftery: What do you mean it’s a strange title?! I have exactly the same one!

Data Processing 122

Data Processing Machine Learning Manufacturing Technology 122

DataKitchen

APRIL 13, 2021

Observe, optimize, and scale enterprise data pipelines. . To date, we count over 100 companies in the DataOps ecosystem. However, the rush to rebrand existing products with a DataOps message has created some marketplace confusion. Because it is such a new category, both overly narrow and overly broad definitions of DataOps abound.

Testing 300

Testing Machine Learning Consulting Data Science 300

datapine

NOVEMBER 19, 2019

There are a large number of tools used in AI, including versions of search and mathematical optimization, logic, methods based on probability and economics, and many others. Adding to that, if you can’t understand the buzzwords others are using in conversation, it’s much harder to look smart while participating in that conversation.

Technology 279

Technology Internet of Things IT IoT 279

CIO Business Intelligence

MARCH 25, 2025

While the impacts of legacy systems can be quantified, technical debt is also often embedded in subtler ways across the IT ecosystem, making it hard to account for the full list of issues and risks. Forrester reports that 30% of IT leaders struggle with high or critical debt, while 49% more face moderate levels.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

datapine

JUNE 23, 2020

Serving as a central, interactive hub for a host of essential fiscal information, CFO dashboards host dynamic financial KPIs and intuitive analytical tools, as well as consolidate data in a way that is digestible and improves the decision-making process. We offer a 14-day free trial. Benefit from great CFO dashboards & reports!

Dashboards 298

Dashboards Reporting KPI Metrics 298

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. While there are various interpretations or models to address such problems, Lean Thinking can contribute to the implementation of more optimal projects for a business. Data-driven decision-making has become a major element of modern business.

Data-driven 133

Data-driven Optimization Big Data Data Strategy 133

CIO Business Intelligence

NOVEMBER 19, 2024

Mitigating infrastructure challenges Organizations that rely on legacy systems face a host of potential stumbling blocks when they attempt to integrate their on-premises infrastructure with cloud solutions. Intel’s cloud-optimized hardware accelerates AI workloads, while SAS provides scalable, AI-driven solutions.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

CIO Business Intelligence

MARCH 19, 2025

Integrating ESG into data decision-making CDOs should embed sustainability into data architecture, ensuring that systems are designed to optimize energy efficiency, minimize unnecessary data replication and promote ethical data use. Highlight how ESG metrics can enhance risk management, regulatory compliance and brand reputation.

IT 59

IT Data Governance Data-driven Metrics 59

AWS Big Data

APRIL 17, 2024

Amazon OpenSearch Service recently introduced the OpenSearch Optimized Instance family (OR1), which delivers up to 30% price-performance improvement over existing memory optimized instances in internal benchmarks, and uses Amazon Simple Storage Service (Amazon S3) to provide 11 9s of durability.

Optimization 126

Optimization Snapshot Metadata Cost-Benefit 126

CIO Business Intelligence

MARCH 19, 2025

The next evolution of AI has arrived, and its agentic. AI agents are powered by the same AI systems as chatbots, but can take independent action, collaborate to achieve bigger objectives, and take over entire business workflows. The technology is relatively new, but all the major players are already on board.

Software 143

Software Risk Enterprise Cost-Benefit 143

AWS Big Data

JUNE 3, 2024

Depending on the rate that data is buffered and the duration of connectivity issue, the local buffer can accumulate enough data that could saturate the available write throughput quota of a Kinesis data stream. When an application attempts to write more data than what is allowed, it will receive write throughput exceeded errors.

Optimization 120

Optimization Metrics Data Processing Testing 120

AWS Big Data

JULY 11, 2024

Amazon OpenSearch Service introduced the OpenSearch Optimized Instances (OR1) , deliver price-performance improvement over existing instances. For more details about OR1 instances, refer to Amazon OpenSearch Service Under the Hood: OpenSearch Optimized Instances (OR1). OR1 instances use a local and a remote store.

Optimization 105

Optimization Metrics Data Processing Snapshot 105

CIO Business Intelligence

JULY 23, 2024

As a digital transformation leader and former CIO, I carry a healthy dose of paranoia. Call it survival instincts: Risks that can disrupt an organization from staying true to its mission and accomplishing its goals must constantly be surfaced, assessed, and either mitigated or managed. Is the organization transforming fast enough?

Risk 142

Risk IT Risk Management Cost-Benefit 142

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. Today, most companies are in the process of implementing various business intelligence strategies, turning to SaaS BI tools to assist them in their efforts.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

Smart Data Collective

SEPTEMBER 13, 2023

Hosting Your Own Website and Network Businesses that want to enjoy full control over their IT infrastructure opt for setting up everything in-house. Hosting Your Own Website and Network Businesses that want to enjoy full control over their IT infrastructure opt for setting up everything in-house. But it’s not just about security.

IT 122

IT Cost-Benefit Data Processing Software 122

Cloudera

NOVEMBER 13, 2024

Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. Hosting Costs : Even if an organization wants to host one of these large generic models in their own data centers, they are often limited to the compute resources available for hosting these models.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. This most value-driven CRM dashboard and a powerful piece of CRM reporting software host a cohesive mix of visual KPIs. CRM software will help you do just that.

Dashboards 265

Dashboards Reporting KPI Visualization 265

CIO Business Intelligence

APRIL 11, 2024

Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner.

Enterprise 124

Enterprise IT Data Processing Strategy 124

CIO Business Intelligence

NOVEMBER 4, 2024

However, enterprise cloud computing still faces similar challenges in achieving efficiency and simplicity, particularly in managing diverse cloud resources and optimizing data management. Yet, despite its potential, cloud computing has not fully leveraged these advantages in managing complex cloud environments.

Finance 89

Finance Sales Reporting Optimization 89

O'Reilly on Data

JUNE 18, 2024

In conversation with reporter Cade Metz, who broke the story, on the New York Times podcast The Daily , host Michael Barbaro called copyright violation “ AI’s Original Sin.” The Times also quoted Meta officials as saying that their models will not be able to keep up unless they follow OpenAI and Google’s lead.

Advertising 363

Advertising Modeling Publishing Data Processing 363

CIO Business Intelligence

FEBRUARY 1, 2023

As organizations of all stripes continue their migration to the cloud, they are coming face to face with sometimes perplexing cost issues, forcing them to think hard about how best to optimize workloads, what to migrate, and who exactly is responsible for what. It’s an issue that’s coming to the fore with the steady migration to the cloud.

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

datapine

JUNE 5, 2019

As mentioned earlier, a data dashboard has the ability to answer a host of business-related questions based on your specific goals, aims, and strategies. With such dashboards, users can also customize settings, functionality, and KPIs to optimize their dashboards to suit their specific needs. Arthur Conan Doyle. Data is all around us.

Dashboards 316

Dashboards KPI Sales Visualization 316

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

AWS Big Data

NOVEMBER 6, 2024

Load balancing challenges with operating custom stream processing applications Customers processing real-time data streams typically use multiple compute hosts such as Amazon Elastic Compute Cloud (Amazon EC2) to handle the high throughput in parallel. In many cases, data streams contain records that must be processed by the same worker.

Cost-Benefit 111

Cost-Benefit Metadata Optimization Publishing 111

CIO Business Intelligence

OCTOBER 23, 2023

CIOs and their IT teams have enjoyed a bump in power and prestige in recent years, as the C-suite has embraced continuous transformation, digital everything, and a host of emerging technologies — all enabled by IT. Yet many IT departments are struggling to reshape themselves to better meet the mandates of today. IT needs to go beyond that.

IT 137

IT Consulting Scorecard Key Performance Indicator 137

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

IT 119

IT Testing Optimization Modeling 119

datapine

SEPTEMBER 27, 2022

A host of notable brands and retailers with colossal inventories and multiple site pages use SQL to enhance their site’s structure functionality and MySQL reporting processes. Structured Query Language (SQL) is the most popular language utilized to create, access, manipulate, query, and manage databases. SQL Books For Beginners.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

AWS Big Data

OCTOBER 24, 2024

With its scalability, reliability, and ease of use, Amazon OpenSearch Service helps businesses optimize data-driven decisions and improve operational efficiency. Launch an EC2 instance Note : Make sure to deploy the EC2 instance for hosting Jenkins in the same VPC as the OpenSearch domain.

Visualization 94

Visualization Management Data Processing Testing 94

CIO Business Intelligence

SEPTEMBER 9, 2024

Moreover, it also applies to all the IT services firms that provide critical functions like cloud hosting, payment processing, data analytics, and other digital services to these financial institutions. However, these initiatives can also introduce new challenges.

Risk Management 115

Risk Management Risk Management IT 115

Cloudera

DECEMBER 4, 2024

Model servers are responsible for running models using highly optimized frameworks, which we will cover in detail in a later post. To unlock the full potential of AI, however, businesses need to deploy models and AI applications at scale, in real-time, and with low latency and high throughput. Why did we build it?

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

CIO Business Intelligence

SEPTEMBER 7, 2023

And in February 2021 it launched Rise with SAP , an all-in-one offering combining licensing, maintenance and cloud hosting of SAP’s core ERP applications that CEO Christian Klein described as digital transformation as a service. Christ also said generative AI is key to the company’s growth.

Optimization 116

Optimization Digital Transformation Enterprise Data Processing 116

CIO Business Intelligence

APRIL 8, 2024

Peña has been with the company for nearly 13 years in customer-facing roles, most recently, building a customer success management team. Interlace Health’s president wanted Peña “to take that approach company-wide,’’ she says. Even before she ascended into the C-suite, Peña felt her position could have a direct impact on the business. “In

IT 137

IT Strategy Technology Software 137

CIO Business Intelligence

JANUARY 29, 2024

In lieu of integrating and customizing off-the-shelf enterprise applications such as Salesforce or SAP, Power Home Remodeling has constructed its own proprietary NITRO platform used to run and optimize all aspects of the business and customer experience. Back in the day, IT culture was all about the perks.

IT 128

IT Insurance Digital Transformation Technology 128