In-memory databases work faster than databases with disk storage. This is because they use “internal” optimization algorithms, which are simpler and faster, and this type of system requires fewer CPU instructions than a disk storage system. Additionally, accessing data that has been stored “in-memory” eliminates the need for seek time while searching for data. As […]
Keeping Cloud Data Costs in Check
Cloud data workloads are like coffee: They come in many forms and flavors, each with different price points. Just as your daily cappuccino habit will end up costing you dozens of times per month what you’d spend to brew Folgers every morning at home, the way you configure cloud-based data resources and run queries against […]
Answers for the IT Skills Gap
Consider these statistics: 75% of IT decision-makers have reported gaps in the skill sets of their IT staff – and this is a 145% increase over the past seven years, reported Skillsoft. Six in 10 large enterprises reported a skills gap, according to the Computing Technology Industry Association (CompTIA). Globally, the shortage of qualified IT professionals was […]
The AI Trust Gap: A Psychological Perspective
Only 52% of employees are confident their organization will ensure AI is implemented in a responsible and trustworthy way, according to Workday’s Closing the AI Trust Gap report. Trust will be key to getting employees engaged in the change needed to realize AI’s full potential. In my last post I looked at what can be done from a cultural perspective. In this […]
Data Integration Tools
Data integration tools are used to collect data from external (and internal) sources, and to reformat, cleanse, and organize the collected data. The ultimate goal of data integration tools is to combine data from a variety of different sources, and provide their users with a single, standardized flow of data. Use of these tools helps […]
Going Green: 3 Actionable Steps to Implement Sustainable Cloud Computing
Research has shown that information and communication technology’s true proportion of global greenhouse gas emissions, including cloud computing, could be around 2.1-3.9%, which equates to higher emissions than the aviation industry. And as businesses increasingly rely on the cloud, minimizing this impact becomes critical. While most major cloud providers are talking about going green– AWS and […]
The Swashbuckling Guide to Building an Analytics Center of Excellence
Ahoy, data adventurers! Embarking on the thrilling journey of building a successful Analytics Center of Excellence (CoE) is akin to navigating the vast seas of data-driven decision-making. As a seasoned captain who’s steered the ship through the turbulent waters of financial services, retail, CPG, and telecom industries, I’ve charted a course that’s proven its mettle […]
Metadata Governance: Crucial to Managing IoT
The Internet of Things (IoT), devices that produce and consume data through the internet, will likely comprise over 207 billion devices by the end of 2024. These widgets generate, consume, and send vast data over business networks. As a result, organizations must include IoT in their Data Governance programs to ensure better integration and legal compliance. Without effective governance, firms […]
Future-Proof Your Cyber Risk Management with These Top Trends in 2024 (Part I)
The global marketplace faces an increasingly destructive cyber risk landscape each year, and 2024 is set to confirm this trend. The cost of data breaches alone is expected to reach $5 trillion, a growth of 11% from 2023. As technology advances, attackers continue to develop new, more sophisticated methods for infiltrating systems and exploiting vulnerabilities. Among […]
How to Become a Data Engineer
The work of data engineers is extremely technical. They are responsible for designing and maintaining the architecture of data systems, which incorporates concepts ranging from analytic infrastructures to data warehouses. A data engineer needs to have a solid understanding of commonly used scripting languages and is expected to support the steady evolution of improved Data Quality, […]