#real-time-analytics

Full Cart Management Utilizing GCP Dataflow & Embedded AI Agents

Imagine this: Sarah, a college student, is browsing an online sports store. She finds a rugged mountain bike, adds it to her cart, and……

Understanding Artificial Intelligence: A Beginner’s Guide to Understanding AI in 2026

Imagine if your smartphone could actually understand what you need before you ask it. Imagine a machine that learns from mistakes just like…

Speeding Up Columnar Queries in OceanBase: Solving the Real-Time Update Bottleneck with…

When to trade write cost for scan stability — choosing Delete_Insert mode for update-heavy columnar tables

Multi-Model Data Types: The Foundation for AI-Driven Analytics

How to eliminate AI data silos — unifying vector, text, and relational queries in one engine

OceanBase Real-Time AP: From Data Scanning to Plan Stability

How to keep real-time analytical queries cost-stable under sustained writes

OceanBase Vectorized Execution Engine — Accelerating Large-Scale Data Analytics

What vectorized execution means for billion-row query performance

Technical Deep Dive: How OceanBase’s Native Column Store Powers HTAP

This series covers how OceanBase Analytic Processing (AP) delivers strong transactional guarantees and high-concurrency support for…

Complex Fraud Patterns Require Multi-Hop Graph Analysis

In today’s connected world, fraud emerges across multiple entities, often in ways that are not immediately visible when relationships are…

The Engineering Behind Streaming 2.5 GB/s Connected Vehicle Data into Snowflake

Business Scenario

Why Lakehouse//RT Could Redefine Real-Time Data Engineering

June 18, 2026

Real-time data is a business topic, not a Kafka topic

How do we make real-time data use cases easier to adopt?

Why One System Beats Two: From Separate TP and AP Stacks to One Unified Engine

How to Consolidate TP and AP Workloads into One System Without Sacrificing Performance

Improving Participant Outcomes with Real-Time Digital Progress Logs

Delivering exceptional disability support services requires balancing hands-on, empathetic care with stringent operational documentation…

Apache Spark WTF??? 📖 The Neverending Real-Time Story 🐉

Four data engineers sat around the campfire, wrapped in old cluster logs, whispering about the thing that had eaten their micro-batches.

Fraud Changes Over Time. Your Architecture Must Keep Up.

Fraud is not static. Relationships form, evolve, and disappear over time. A connection that indicated risk last week may be irrelevant…

🚀 When Every AI Agent Has Its Own Schema

How We Built a Trillion‑Row Analytics Platform on Completely Heterogeneous Data

Your Database Finally Scaled. Now Your Agents Want It Fresh.

For twenty years, the standard advice for “we have too much data for one database” was the same: shard it yourself, or move the heavy stuff…

Understanding AI, ML, DL & Generative AI: A Beginner-Friendly Guide

Introduction

Why StarRocks Is Better Than DuckDB for Real-Time Streaming Analytics

DuckDB deserves every bit of its popularity. It is the in-process analytical engine that made “just query the Parquet file” a viable data…

The World Cup Is the Super Bowl of Stress Tests. Is Your Sportsbook Ready?

A client of mine said something on a call this week that stuck with me. She’s a senior executive at an iGaming operator, and she put it…

We Picked Elixir for Real-Time at 40K Concurrent. Here Is the 2-Year Verdict.

The BEAM kept its promise. The hiring market kept ours, too.

Finally, an AI That Writes Therapy Notes You Can Actually Sign

Why a trustworthy therapy note takes more than a transcript and a language model

From CDC to Dashboards: Building a Real-Time Analytics Platform with Debezium, Kafka, Spark, Flink…

This project was built collaboratively with my teammate, @Abdullayevnicat, as part of our effort to explore and implement a modern…

Musings on Data: Part 2

Renu Tewari

Smart Real-Time Crowd Detection Software for Large-Scale Event Management

Enhancing Public Safety, Optimising Crowd Flow, and Improving Event Operations with AI-Powered Real-Time Crowd Detection Technology

Getting Started with ClickHouse: A Practical How-To Guide for Real-Time Analytics

Modern applications generate a massive amount of data: user activity logs, application events, payment transactions, IoT signals…

Edge Computing + 5G: Architecture

Edge Computing + 5G — Real-Time Apps & IoT Expansion (Architecture guides, case studies, cost/perf comparisons)

Embedding Analytics Directly Into Applications Changed How I Build Products

My Experience Designing Real-Time Insight Systems That Users Actually Use.

Zero-Copy Connectors: Real-Time SAP Data in Snowflake Without a Single ETL Pipeline

There’s a class of integration problem that every enterprise data team eventually hits: SAP is the system of record, Snowflake is the…

Why Real-Time Data Platforms Need Programmable Orchestration — Beyond the Drag-and-Drop UI

In the early days of a real-time data platform, a powerful drag-and-drop UI delivers quick wins. Building tasks, configuring pipelines…

VeloDB Performance Series Part 1: Real-Time Analytics for Data Freshness, Concurrency, and Joins

The database landscape has cycled through several waves of specialization and consolidation. New needs spur innovation, creating…

Apache Kafka in FinTech: How Aonica Manages Real-Time Data Streams

In modern financial markets, data is no longer static information stored in databases and processed after the fact. It is a continuous…

Real-Time Analytics — What It Is and Why Everyone’s Talking About It

If you’ve spent any time in data spaces recently — LinkedIn, Reddit, job postings, YouTube — you’ve probably seen the phrase “real-time…

Zero-Latency AI Analytics: Building a Real-Time Pipeline with RisingWave, Arrow ADBC, and Data…

When I migrated a credit union’s daily risk scores from a nightly Spark job to a real-time dashboard, the time-to-insight dropped from 12…

Stop Using Kafka Like a Slow Database: How I Hit 40,000 EPS on a Laptop

We’ll build a complete event-streaming pipeline generator → Kafka → Spark → Elasticsearch → Kibana

How Real-Time Customer Intelligence Enables Faster Decision-Making for CXOs

Business decisions are increasingly shaped by customer behavior data. Companies no longer rely only on monthly reports or delayed feedback…

Building a Real-Time Anomaly Detection Pipeline on OCI

The Most Dangerous Inventory Problem Usually Starts Quietly

Most inventory problems don’t begin with a warehouse disaster.

How ZTO Express Rebuilt Real-Time Analytics on 500M Daily Updates with Inverted Index

In express delivery, every shipment has a record. A delivery company’s daily operations revolve around this shipment record. The record…

How to Use a Social Listening Platform: Step-by-Step Guide for 2026

Social listening platforms have become indispensable for brands seeking real-time insights into online conversations. These tools enable…

Why Raw Debezium and Kafka Fell Short: Our Journey to a Governance-Centric Real-Time Data Hub

A couple of weeks back, I dropped that post about our shift away from Debezium plus Kafka, walking through the whole selection process…

Cost Optimization in Real-Time Streaming Systems

Introduction

Strategic Data Analysis Services for Digital Business Transformation

Advanced Data Analysis Services for Smarter Business Decisions Across Industries

When to Scale PostgreSQL Analytics? Advancing Analytics without Unnecessary Tool Sprawl

Disclosure: Thomas Yang contributes to the Apache Doris project and has worked with VeloDB on customer migrations. He’s recommending Doris…

Apache Kafka — Architecture for beginners

Streaming Systems Part 1: producers, partitions, leaders, followers, consumer groups — and one record’s journey through them all.

Your Data Warehouse Isn’t Dead. It’s Just No Longer Enough.

By Umair Bin Tahir

How Marketing Analytics Platforms Help CMOs Make Data-Driven Decisions Faster

A CMO walks into a Monday review with three dashboards open, two of them disagreeing about which channel drove last week’s revenue, and a…

Why StarRocks Is Better Than Elasticsearch for Fraud Detection and Real-Time Transaction Analytics

Fraud detection is one of the most demanding real-time analytics workloads in the enterprise. Every second counts: when a suspicious…

Why Reverse ETL Is Quietly Replacing Traditional BI Dashboards in 2026

Your revenue cycle manager doesn’t live in Tableau. She lives in Epic. So why do we keep building dashboards for insights that need to land…

From Systems of Record to Systems of Intelligence: Why the Future of Enterprise Data Doesn’t Belong…

There is a quiet crisis running through the operations of thousands of businesses right now. It is not a cash flow problem. It is not a…