e‑commerce logistics

Dual-Track Product Journal

Jun 5, 2025 · Product Management

Why Order Splitting Can Make or Break Your E‑Commerce Business

This article explains the essential purpose of order splitting in e‑commerce, outlines seven common splitting scenarios—from merchant and multi‑warehouse splits to logistics, inventory, and after‑sale cases—shows their impact on cost, fulfillment efficiency, and customer experience, and presents a three‑module system design to implement robust splitting logic.

customer experiencee‑commerce logisticsinventory optimization

0 likes · 8 min read

Why Order Splitting Can Make or Break Your E‑Commerce Business

Dual-Track Product Journal

Apr 4, 2025 · Operations

How 100 Shelf‑Placement Tactics Can Turn Warehouse Chaos into Efficiency

This article examines common warehouse placement failures, then presents a dynamic compatibility engine, real‑time strategy evolution, and an abnormal‑recommendation melt‑down mechanism that together let products automatically find optimal locations, dramatically reducing loss and labor effort.

Warehouse Optimizatione‑commerce logisticsinventory strategy

0 likes · 6 min read

How 100 Shelf‑Placement Tactics Can Turn Warehouse Chaos into Efficiency

DeWu Technology

Sep 23, 2024 · Operations

Packaging Material Recommendation Algorithms for E‑commerce Fulfillment

The article presents a packaging‑material recommendation system for e‑commerce fulfillment that uses rule‑based filters and a three‑dimensional bin‑packing algorithm—both exact integer programming and fast heuristics—to select the smallest suitable box or bag, enabling cost reduction, better space utilization, and lower damage rates through applications such as box‑cutting, order merging, box‑type redesign, and AI‑driven protective‑packaging matching.

Recommendation Algorithmbin packinge‑commerce logistics

0 likes · 10 min read

Packaging Material Recommendation Algorithms for E‑commerce Fulfillment

Shopee Tech Team

Aug 26, 2021 · Databases

Database Architecture Evolution and Sharding Practice in Shopee's Logistics Service

Shopee’s Logistics Channel Service migrated from a shared‑cluster MySQL setup to dedicated clusters, added TiDB for transient tracking data, and ultimately adopted hash‑based sharding with separate order and tracking services plus an asynchronous compensation mechanism, enabling uniform data distribution, cross‑database consistency, six‑month archiving, and scalable growth without rebalancing.

Database ArchitectureMySQLTiDB

0 likes · 18 min read

Database Architecture Evolution and Sharding Practice in Shopee's Logistics Service