---
title: "IEEE Transactions on Big Data — journal, papers and authors"
description: "IEEE Transactions on Big Data: 2 works in the Elamur Research library (2017–2023), 4,989 citations; its topics, authors and institutions."
canonical: "https://research.elamur.ai/free/en/venues/ieee-transactions-on-big-data/"
---
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# IEEE Transactions on Big Data

Journal Published by [IEEE Computer Society](https://md.research.elamur.ai/free/en/publishers/ieee-computer-society/)

- [Website](http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317)
- [OpenAlex](https://openalex.org/S2491400915)
- [Wikidata](https://www.wikidata.org/wiki/Q46327856)
- [ISSN 2332-7790](https://portal.issn.org/resource/ISSN/2332-7790)

[**2** works in our library](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-big-data/#works) · [**4,989** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-big-data/#works) · [**968** citations in our library](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-big-data/#works) · [**2017–2023** years of the works here](#years)

## Works by year

Works in our library by year 2 dated works from 2017 to 2023; the busiest year is 2017 with 1.

**The numbers**

| Year | Works |
| --- | --- |
| 2023 | 1 |
| 2017 | 1 |

## Top topics

Topics of its works in our library, with the number of works on each.

[GPU & parallel computing (1)](https://md.research.elamur.ai/free/en/topics/gpu-parallel-computing/)

## Fields

[Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Herve Jegou**1 work here · 4,687 citations](https://md.research.elamur.ai/free/en/authors/herve-jegou/) · [🧑‍🔬**Jeff Johnson**1 work here · 4,687 citations](https://md.research.elamur.ai/free/en/authors/jeff-johnson/) · [🧑‍🔬**Matthijs Douze**1 work here · 4,687 citations](https://md.research.elamur.ai/free/en/authors/matthijs-douze/) · [🧑‍🔬**Xiang Li**1 work here · 302 citations](https://md.research.elamur.ai/free/en/authors/xiang-li/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Harvard University** Cambridge · United States 1 work here](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**University of Georgia** Athens · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-georgia/) · [🎓**Lehigh University** Bethlehem · United States 1 work here](https://md.research.elamur.ai/free/en/universities/lehigh-university/) · [🎓**The University of Texas at Arlington** Arlington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-arlington/) · [🎓**ShanghaiTech University** Shanghai · China 1 work here](https://md.research.elamur.ai/free/en/universities/shanghaitech-university/) · [🏥**Massachusetts General Hospital** Boston · United States 1 work here](https://md.research.elamur.ai/free/en/hospitals/massachusetts-general-hospital/) · [🏢**Meta** Menlo Park · United States 1 work here](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**University of Virginia** Charlottesville · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-virginia/) · [🎓**South China University of Technology** Guangzhou · China 1 work here](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/)

## Works in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. [**Billion-scale similarity search with GPUs**Jeff Johnson, Matthijs Douze, Hervé Jégou*2017 · 4,687 citations*](https://md.research.elamur.ai/free/en/papers/johnson-2017-billion-scale-similarity-search-gpus/)
2. [**AugGPT: Leveraging ChatGPT for Text Data Augmentation**Haixing Dai; Zhengliang Liu; Wenxiong Liao; Xiaoke Huang; Yihan Cao; Zihao Wu; Lin Zhao; Shaochen Xu; Wei Liu; Ninghao Liu; Sheng Li; Dajiang Zhu; Hongmin Cai; Lichao Sun; Quanzheng Li; Dinggang Shen; Tianming Liu;, Xiang Li*2023 · 302 citations*](https://md.research.elamur.ai/free/en/papers/dai-2023-auggpt-leveraging-chatgpt-text-data/)

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.