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Smart Sea Tide
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Smart Sea Tide

Sharing cutting‑edge big data and AI technologies, with occasional lifestyle insights.

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Recent Articles

Latest from Smart Sea Tide

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Smart Sea Tide
Smart Sea Tide
Sep 9, 2025 · Industry Insights

6 Common Mistakes in Choosing an Enterprise Data Warehouse Modeling Tool and How to Avoid Them

The article outlines six typical pitfalls enterprises face when selecting a data‑warehouse modeling tool—such as chasing feature overload, ignoring business needs, overlooking team skills, and underestimating integration and long‑term costs—and provides concrete, step‑by‑step recommendations to avoid each error.

avoidance strategydata warehouseenterprise
0 likes · 11 min read
6 Common Mistakes in Choosing an Enterprise Data Warehouse Modeling Tool and How to Avoid Them
Smart Sea Tide
Smart Sea Tide
Sep 8, 2025 · Big Data

How to Migrate Data from HBase to Kafka: A Reverse Data Flow Guide

This article explains how to move data from an HBase cluster back into Kafka by extracting RowKeys with a MapReduce job, handling massive volumes and lack of partitioning, and reliably writing the records to Kafka while tracking successes and failures.

Data MigrationFirstKeyOnlyFilterHBase
0 likes · 9 min read
How to Migrate Data from HBase to Kafka: A Reverse Data Flow Guide
Smart Sea Tide
Smart Sea Tide
Sep 7, 2025 · Artificial Intelligence

When to Use Machine Learning vs. Rule Engines—and How to Combine Them

The article compares machine‑learning platforms and business‑rule engines, explains their distinct strengths, shows when each is appropriate, and presents three hybrid patterns—illustrated with a real‑estate use case and a Drools‑based Java implementation—that let you leverage both technologies together.

BRMSDroolsJava
0 likes · 17 min read
When to Use Machine Learning vs. Rule Engines—and How to Combine Them
Smart Sea Tide
Smart Sea Tide
Sep 3, 2025 · Industry Insights

How to Govern Unstructured Data Effectively?

The article explains why unstructured data—documents, images, audio, and video—now dominates enterprise information, outlines five key management challenges such as data variety, information silos, and weak governance, and then presents a four‑step governance framework and ECM‑based solution backed by industry standards and Gartner insights.

ECMGartnerdata governance
0 likes · 15 min read
How to Govern Unstructured Data Effectively?
Smart Sea Tide
Smart Sea Tide
Sep 1, 2025 · Artificial Intelligence

All-in-One AI Agent Development, Optimization, and Management with Coze Loop & Studio

This article introduces Byte's open‑source Coze Loop and Coze Studio platforms, detailing their Apache‑2.0‑licensed architectures, full lifecycle management for AI agents, core features such as prompt engineering, evaluation, observation, and a low‑code visual development environment built with Golang, React, and TypeScript.

AI agentCoze LoopCoze Studio
0 likes · 6 min read
All-in-One AI Agent Development, Optimization, and Management with Coze Loop & Studio
Smart Sea Tide
Smart Sea Tide
Aug 31, 2025 · Fundamentals

How to Build an Effective Data Metric System: Classification and Naming Rules

The article explains how to construct a data metric system by first defining metric categories and naming conventions, then distinguishing atomic and derived metrics, and clarifying related concepts such as business processes, modifiers, time periods, dimensions, and business domains.

Data Metricsbusiness analyticsdata governance
0 likes · 4 min read
How to Build an Effective Data Metric System: Classification and Naming Rules
Smart Sea Tide
Smart Sea Tide
Aug 29, 2025 · Industry Insights

Core Architecture, Key Values, and Implementation Path of Digital Transformation

The article explains digital transformation as a systemic, data‑driven shift that leverages cloud, big data, IoT, AI and blockchain to optimise value systems, build new capabilities, and redesign enterprise architecture through five coordinated tasks and three categories of measurable benefits.

data-drivendigital transformationenterprise architecture
0 likes · 23 min read
Core Architecture, Key Values, and Implementation Path of Digital Transformation
Smart Sea Tide
Smart Sea Tide
Aug 25, 2025 · Big Data

Hudi vs Delta Lake vs Iceberg: Deep Technical Comparison of Data Lake Table Formats

This article provides a detailed technical comparison of Apache Hudi, Delta Lake, and Apache Iceberg, covering core features such as incremental pipelines, concurrency control, merge‑on‑read, partition evolution, multi‑mode indexing, ingestion tools, and real‑world use cases, and explains why Hudi often leads for heavy update workloads.

Apache HudiApache IcebergDelta Lake
0 likes · 14 min read
Hudi vs Delta Lake vs Iceberg: Deep Technical Comparison of Data Lake Table Formats
Smart Sea Tide
Smart Sea Tide
Aug 21, 2025 · Operations

Hands‑On Guide to Building a Prometheus Monitoring System

This article walks through the fundamentals of Prometheus—its origins, core features, installation methods, configuration file structure, PromQL basics, HTTP API, Grafana integration, exporters for various services, and alerting with Alertmanager—providing step‑by‑step commands and examples to set up a complete monitoring solution.

AlertmanagerExportersGrafana
0 likes · 34 min read
Hands‑On Guide to Building a Prometheus Monitoring System