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Association for Computing Machinery
Advancing Computing as a Science & Profession
We see a world where computing helps solve tomorrow’s problems.
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ACM Digital Library
Research, Discovery and Networking
The full-text collection of all ACM publications and a comprehensive bibliographic database covering computing.
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Communications of the ACM
The Most Trusted Source
The leading online and print publication for the computing and information technology fields.
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ACM Awards
Celebrating Innovation and Lasting Contributions
ACM recognizes excellence in computer science and information technology through its eminent series of awards.
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A New Era for Computing Research
ACM Transitions to Full Open Access
ACM is transitioning to a fully Open Access (OA) publishing model as of January 2026.
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Join "Smart Technology, Fair Finance" on 2 July 2025, 14:30-16:00 CEST
As digital technologies and artificial intelligence reshape global economies, the need for responsible AI governance and inclusive standards has become urgent, and digital innovations risk deepening divides or reinforcing inequities. On this topic, ACM has organized "Smart Technology, Fair Finance - The Promise and Risks of AI for Sustainable Development" at the International Conference on Financing for Development, 30 June – 3 July 2025, Seville, Spain. The event will take place on 2 July 2025, 14:30 – 16:00 CEST. This session will explore strategic investments in digital infrastructure, ethical AI deployment, climate-smart technologies, the risks of digital exclusion, and unintended harms when AI and digital systems are poorly governed. To register for the virtual event on 2 July, click here.
ACM Reaffirms Its Commitment to Our Mission and Core Values
ACM is aware that many in our community are concerned about potential negative effects of recent Executive Orders by the new US Administration on our work in both the US and globally. This includes concerns about p ossible consequences for ACM publishing, conferences, education, and practitioner efforts, as well as concerns about possible harms to our work on inclusion for a strong and diverse technology workforce.
ACM reaffirms its commitment to our mission and core values in all our scientific and educational activities. This includes global scientific and educational efforts dedicated to advancing the art, science, engineering, and application of computing. We will continue to serve both professional and public interests by fostering the open exchange of information and by promoting the highest professional and ethical standards.
ACM’s commitment to its mission, guided by its core values, is unchanged. We will work with members of the community to understand how new Executive Orders may affect their work as it relates to scientific, educational, and community development efforts.
ACM Members - In Their Own Words
People of ACM
Interviews highlighting the accomplishments and attributes of ACM members.
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What's Happening in and Around ACM
ACM Updates
The latest goings-on in the world of ACM you want to know about.
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Newsmakers
ACM Members in the News
Members whose achievements have made the headlines.
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Focused Lectures On Demand
ACM TechTalks
Talks by industry experts, ACM award laureates, and visionary researchers.
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In-Depth Interviews
ACM ByteCast
ACM's podcast series at the intersection of computing research and practice.
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CACM Relaunched as Open Access, Web-First Publication
ACM has relaunched Communications of the ACM (CACM) as a web-first publication, accessible to all without charge—including the entire backlog of CACM articles. First published in 1958, CACM is one of the most respected information technology magazines. The web-first model will allow ACM to publish articles more rapidly than before so that readers can keep abreast of the lightning-fast changes in the computing field. At the same time, researchers will be able to reference and cite valuable information and research from CACM articles more quickly. This marks another important milestone in ACM's ongoing transition to a fully open access publisher.
Defying Moore: Envisioning the Economics of a Semiconductor Revolution through 12nm Specialization
In this article from the July issue of Communications of the ACM, Michael Davies and Karthikeyan Sankaralingam state that the relationship between technology scaling and architecture is not well understood. This is especially important to understand for high-capability deep-learning (DL) chips, given the popularity of DL applications. In this article, they seek to answer whether new AI chips can be built at 12nm technology using principles of specialization that match or exceed state-of-the-art (SOTA) chips made at 5nm or lower. They also seek to understand the benefits that technology scaling provides, as well as the benefits architectural innovation can bring over SOTA AI chips.
For Practitioners
Program Merge: What's Deep Learning Got to Do with It?
If you regularly work with open-source code or produce software for a large organization, you're already familiar with many of the challenges posed by collaborative programming at scale. And the scale of the problem has gotten much worse. This is what led a group of researchers at MSR (Microsoft Research) to take on the task of complicated merges as a grand program-repair challenge—one they believed might be addressed at least in part by machine learning. To understand the thinking that led to this effort and then follow where that led, Erik Meijer and Terry Coatta spoke with three of the leading figures in the MSR research effort, called DeepMerge
Developing the Foundations of Reinforcement Learning
The examples are nothing if not relatable: preparing breakfast, or playing a game of chess or tic-tac-toe. Yet the idea of learning from the environment and taking steps that progress toward a goal apparently was under-studied when 2024 ACM A.M. Turing Award recipients Andrew G. Barto and Richard S. Sutton took on the topic in the late 1970s. Eventually, their research led to the creation of reinforcement learning algorithms that sought not to recognize patterns but maximize rewards. In this Q&A from the June issue of Communications of the ACM, Barto and Sutton speak about how it all unfolded, and what’s next for the techniques that are so celebrated for their success in AlphaGo and AlphaZero.
For Practitioners
The Point is Addressing
ACM Queue’s "Research for Practice" serves up expert-curated guides to the best of computing research, and relates these breakthroughs to the challenges that software engineers face every day. In this installment, Daniel Bittman curates a collection of papers about "anything related to far-out memories." He includes more than 30 years of research, from single-address-space operating systems, to software-based distributed shared memory, to far memory offload, to single-level stores for persistent memory. The featured papers challenge assumptions about isolation, sharing and locality, transparency, and movement of memory and computation. The thread that ties all these selections together in Bittman's analysis is the topic of addressing, or how data references data.
Career Resource
Lifelong Learning
ACM offers lifelong learning resources including online books and courses from Skillsoft, TechTalks on the hottest topics in computing and IT, and more.
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Send Email as Your "@acm.org" Address
ACM is excited to announce a new enhancement of to the widely used ACM email forwarding service. Through a partnership with MailRoute, SMTP Auth Relay is now available for member use. To start sending fully authenticated email as your @acm.org address, simply log in at https://myacm.acm.org and click the "SMTP Auth Relay" link.
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