Bt·Sep 30Space-Time Tradeoff in Cloud Data Deduplication – Compression vs storage overheadA case study on what a backup provider gains, and what it pays, when it shrinks its dataA response icon1
dipu11·Jul 11The SQL Deduplication Trick Most Developers Get Wrong (And How to Fail-Safe It)Duplicate rows are a common problem — retried API calls, missing unique constraints, bad migrations, or a sync job that ran twice. The…
stefanoz·Jun 7Stop Paying Twice for the Same Document: A Four-Gate Semantic Deduplication Pattern for LLM…If you’re building a document processing system powered by LLMs, you’re going to run into this problem sooner or later. Your users will…
QuarkAndCode·May 9Cleaning, Filtering, and Deduplicating Text Data: A Practical NLP GuideAt first glance, text data seems simple — just words, right? Maybe a few sentences, some reviews, support tickets, emails, web pages…A response icon1
Sachin Pokharel·Feb 16The Invisible Thread: Mastering Identity Resolution with Probabilistic LinkageHave you ever received two identical catalogs in the mail, or realized your bank has two different “profiles” for you because you used a…
