Articles.
In 2016, DEV3LOPCOM, LLC began sharing informative articles and technical tutorials about software, methodologies, research and programming languages.
Recent Articles
DataContract-Driven Development: Aligning Teams Around Data
Enterprises increasingly rely on a tangled web of APIs, platforms, and microservices, ensuring consistency, quality, and clarity is becoming critical. DataContract-driven development is the forward-thinking approach that cuts through complexity—aligning development,...
Idempotent Data Transformations: Ensuring Consistency During Reprocessing
The first time I read the word idempotent, I needed to read it a few times. It's pronounced; /ˌīdemˈpōtnt,ˌēdemˈpōtnt/ -- like, eye-dem-potent. It helps if you say this out loud a few times. The accuracy of analytics pipelines can significantly impact your bottom...
Hyperdimensional Computing Approaches to Analytics
Businesses confront immense volumes of complex and multi-dimensional data that traditional analytics tools sometimes struggle to fully harness. Enter hyperdimensional computing (HDC), a fresh paradigm offering breakthroughs in computation and pattern recognition. At...
Immutable Data Architectures: Benefits and Implementation Patterns
In today's fast-moving landscape of data innovation, harnessing the power of your organization's information assets has never been more crucial. As companies ramp up their analytical capabilities, decision-makers are grappling with how to ensure their data...
Edge Analytics Mesh: Processing Data Where It’s Generated
Imagine a world where information is transformed seamlessly into actionable insights at the exact point where it originates. No waiting, no latency, no unnecessary routing back and forth across countless data centers—only real-time analytics directly at the data...
Creating Accessible Data Visualizations for All Users
In today's data-driven world, compelling visual storytelling is not just an added value— it's a necessity. The challenge many organizations face, however, is ensuring their data visualizations don't just captivate audiences—they also remain accessible and meaningful...
Data Engineering Interview Questions and How to Answer Them
Data engineering has quickly evolved into one of the foundational roles every organization relies upon for effective data management and insightful analytics. Whether you're preparing to land a role or looking to hire a top-notch data engineering team, understanding...
The Role of Data Engineers in the Age of AI
In today's rapidly evolving technological landscape, artificial intelligence (AI) has transitioned from futuristic buzzword to critical business advantage. As organizations race to leverage AI for predictive analytics, automation, decision-making, and innovation, the...
Hexagonal Architecture for Data Platforms: Ports and Adapters
Data has transformed into the lifeline of organizations seeking to maintain technological leadership and innovation. Yet, as data platforms grow increasingly complex, engineers and strategic decision-makers continually face challenges around system modularity,...
Polyrepo vs. Monorepo Strategies for Data Platform Code Management
When it comes to managing modern data platforms, choosing the right repository structure is a decision that can significantly impact your team's productivity, collaboration, and overall success. As data-driven innovation accelerates at an unprecedented pace, your...
Zero-Copy Integrations: Minimizing Data Movement Costs
Data is the lifeblood of the modern enterprise, but moving data around carelessly can become costly and inefficient. Businesses that understand the importance of streamlining data management embrace zero-copy integrations as a core strategy. Imagine organizations...
Golden Signals for Data Pipelines: What to Monitor and Why
In today's data-driven landscape, reliable data pipelines form the backbone of success for any enterprise keen on innovation and analytics. As organizations collect, process, and leverage an unprecedented amount of data, monitoring the health and performance of these...
Operationalizing Data Skew Detection in Distributed Processing
In today's analytics-driven landscape, making informed business decisions depends heavily on timely and accurate data processing. Organizations across industries rely on distributed processing frameworks to handle the growing volumes of data. However, one issue that...
Schema Evolution Patterns with Backward/Forward Compatibility
In today's fast-paced digital ecosystem, data has undeniably become the lifeblood of successful enterprises. Organizations, driving innovation across industries, now face a crucial challenge — managing the evolution of their data schemas to sustain agility, maintain...
Entropy-Based Data Quality Monitoring: Detecting Anomalies Early
Every innovative enterprise understands that in the modern business landscape, data is no longer just an asset—it’s a strategic weapon. High-quality data fuels precise decision-making, accurate forecasting, and reliable insights. On the flip side, poor data quality,...
Domain-Driven Data Design: Bounded Contexts in Data Platforms
In an era where organizations increasingly rely on data-driven insights to fuel growth and innovation, managing complexity has become a significant challenge. Ineffective data management strands organizations in complexity silos, inefficiencies, and misalignment....
Declarative Data Transformation: Moving Beyond Imperative Scripts
In today's fast-paced, innovation-driven data environment, many organizations still find themselves stuck using traditional imperative methods for data transformation tasks. Imperative scripts might seem straightforward initially—like a recipe listing each ingredient...
Holographic Data Modeling for Multi-Perspective Analytics
In today's rapidly evolving data landscape, conventional data modeling techniques are no longer sufficient for organizations seeking real-time insights and diverse analytical perspectives. Decision-makers need a comprehensive view of their business that accounts for...
Quantum-Resistant Encryption for Sensitive Data Storage
In an era marked by transformative waves of digital innovation, the rise of quantum computing looms as both a groundbreaking advancement in technology and a critical security concern. Quantum computers possess an unprecedented ability to harness quantum...
Computational Storage: When Processing at the Storage Layer Makes Sense
In today's data-driven era, every business decision hinges on immediate, accurate, and insightful information. Companies face an escalating avalanche of data, and traditional methods of processing data as an afterthought fall short when performance, scalability, and...