# Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent

> Research article (Neural Information Processing Systems, 2017) · cited 443× · AI/ML

**Wikidata**: [openalex:W2963228337](https://www.wikidata.org/wiki/openalex:W2963228337)  
**Source**: https://4ort.xyz/entity/can-decentralized-algorithms-outperform-centralized-algorithms-a-case-study-for-decentralized-parallel-stochastic-gradie
