The Digital Library

The ACM Digital Library (DL) is the most comprehensive collection of full-text articles and bibliographic records in existence today covering the fields of computing and information technology. The full-text database includes the complete collection of ACM's publications, including journals, conference proceedings, magazines, newsletters, and multimedia titles and currently consists of:

  • 407,367 Full-text articles
  • 2.0+ Million Pages of full-text articles
  • 18,000+ New full-text articles added each year
  • 44+ High Impact Journals with 2-3 new journals being launched each year
  • 275+ Conference Proceedings Titles added each year
  • 2,000+ Proceedings Volumes
  • 8 Magazines (including the flagship Communications of the ACM, the most heavily cited publication in the field of computing according to Thomson-Reuters)
  • 37 Technical Newsletters from ACM's Special Interest Groups (SIGs)
  • 6,500+ Video files
  • 594 Audio files

In addition to the full-text database, the ACM Digital Library is heavily integrated with and includes unrestricted access to the Guide to Computing Literature bibliography.

The ACM Digital Library includes reference linking though CrossRef, integration with the ACM Computing Reviews database, index terms using ACM's 2012 Computing Classification Scheme (CCS), alerting and TOC services, and all export formats including BibTex, Endnote, and ACM Ref, as well as OpenURL compliance, and COUNTER III and SUSHI Compliant usage statistics.


NUMA-Caffe: NUMA-Aware Deep Learning Neural Networks

ACM Transactions on Architecture and Code Optimization (TACO), Volume 15 Issue 2, June 2018

Anomaly detection: A survey

ACM Computing Surveys (CSUR), Volume 41 Issue 3, July 2009

Reproducibility in Scientific Computing

ACM Computing Surveys (CSUR), Volume 51 Issue 3, July 2018

Hacking the Human Bias in Robotics

ACM Transactions on Human-Robot Interaction (THRI), Volume 7 Issue 1, May 2018

The Netflix Recommender System: Algorithms, Business Value, and Innovation

ACM Transactions on Management Information Systems (TMIS), Volume 6 Issue 4, January 2016


The Mythos of Model Interpretability

Queue, Volume 16 Issue 3, May-June 2018

Animals teach robots to find their way

Communications of the ACM, Volume 61 Issue 8, August 2018

GitOps: A Path to More Self-service IT

Queue, Volume 16 Issue 3, May-June 2018

How to teach computer ethics through science fiction

Communications of the ACM, Volume 61 Issue 8, August 2018

Why Google stores billions of lines of code in a single repository

Communications of the ACM, Volume 59 Issue 7, July 2016


TFX: A TensorFlow-Based Production-Scale Machine Learning Platform

KDD '17: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Grafting sockets for fast container networking

ANCS '18: Proceedings of the 2018 Symposium on Architectures for Networking and Communications Systems

XGBoost: A Scalable Tree Boosting System

KDD '16: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Azure Data Lake Store: A Hyperscale Distributed File Service for Big Data Analytics

SIGMOD '17: Proceedings of the 2017 ACM International Conference on Management of Data

Rosetta: Large Scale System for Text Detection and Recognition in Images

KDD '18: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining