ACM REP ‘24 invites submissions in several categories as described below with focus on computing disciplines within computer science and across scientific computing disciplines of biology, chemistry, physics, astronomy, genomics, geosciences, etc. The conference encourages submissions in which experimental results are reproducible in of themselves and, if not, then sufficiently documents the reproducibility experience.

Topics of interest include, but are not limited to, the following as they relate to various aspects of reproducibility and replicability.

Computational Reproducibility Concepts

• Experiment dependency management.
• Experiment portability for code, performance, and related metrics.
• Software and artifact packaging and container-related reproducibility methods.
• Approximate reproducibility.
• Record and replay methods.
• Data versioning and preservation.
• Provenance of data-intensive experiments.
• Automated experiment execution and validation.
• Reproducibility-aware computational infrastructure.
• Experiment discoverability for re-use.
• Approaches for advancing reproducibility.
• Numerical results reproducibility, Statistical reproducibility

Computational Reproducibility Experiences

• Experience of sharing and consuming reproducible artifacts.
• Conference-scale artifact evaluation experiences and practices.
• Experiences as part of hackathons and summer programs.
• Classroom and teaching experiences.
• Usability and adaptability of reproducibility frameworks into already-established domain-specific tools.
• Frameworks for sociological constructs to incentivize paradigm shifts.
• Policies around publication of articles/software.
• Experiences within computational science communities

Broader Reproducibility

• Cost-benefit analysis frameworks for reproducibility.
• Novel methods and techniques that impact reproducibility.
• Reusability, repurposability, and replicability methods.
• Long-term artifact archiving and verification/testing for future reproducibility.

We solicit papers describing original work relevant to reproducibility and independent verification of scientific results. And not published or under review elsewhere. ACM REP is a single-blind reviewed conference. Therefore, authors must include their names and affiliations on the first page. ACM REP submissions can be either research papers, surveys, vision, and experience papers. Papers will be evaluated according to their significance, originality, technical content, style, clarity, relevance, and likelihood of generating discussion. Authors should note that changes to the author list after the submission deadline are not allowed without permission from the PC Chairs. At least one author of each accepted paper is required to register for, attend, and present the work at the conference.

Research Papers (Long and Short)

We solicit both full length papers (10 pages) and short papers (4 pages). The former tend to be descriptions of complete technical work, while the latter tend to be descriptions of interesting, innovative ideas, which nevertheless require more work to mature. The program committee may decide to accept some full papers as short papers. Full papers will be given a presentation slot in the conference, while short papers will be presented in the form of posters. All papers regardless of size, will be given an entry in the conference proceedings. The requested page limit is without references; there is no page limit for references. Authors may optionally include reproducibility information that allows for automated validation of experimental results (see artifact evaluation criteria) Accepted submissions passing automated validation will earn the ACM Reproducibility badges in accordance with the artifact review and validation policy.

By submitting your article to an ACM Publication, you are hereby acknowledging that you and your co-authors are subject to all ACM Publications Policies, including ACM’s new Publications Policy on Research Involving Human Participants and Subjects. Alleged violations of this policy or any ACM Publications Policy will be investigated by ACM and may result in a full retraction of your paper, in addition to other potential penalties, as per ACM Publications Policy.

Please ensure that you and your co-authors obtain an ORCID ID, so you can complete the publishing process for your accepted paper. ACM has been involved in ORCID from the start and we have recently made a commitment to collect ORCID IDs from all of our published authors. The collection process has started and will roll out as a requirement throughout 2022. We are committed to improve author discoverability, ensure proper attribution and contribute to ongoing community efforts around name normalization; your ORCID ID will help in these efforts.

Artifact Evaluation Criteria

The conference will also be soliciting code/data artifacts. For submitted papers, these artifacts will be optional supplemental material and solicited based on the PC criteria. The artifacts will be mandatory for accepted full papers with experimental results. The artifacts will be reviewed by an Artifact Evaluation committee, and those that pass will be awarded Reproducibility Badges per ACM policy.

Formatting

Papers must be submitted in PDF format according to the ACM template published in the ACM guidelines, selecting the generic “sigconf” sample. The PDF files must have all non-standard fonts embedded. Papers must be self-contained and in English. If submitting a short paper, authors must indicate “SHORT:” at the beginning of the title. The review process is single-blind.

Submission Site

The conference submission site is at easychair.org/conferences/?conf=acmrep24.

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Paper submission (Long and Short): January 29 February 12 16, 2024, 23:59 AOE
First response to authors: March 22, 2024
Revise and Resubmit: April 5, 2024
Notification of acceptance: May 3, 2024
Registration open: mid-May
Camera-ready copy: May 24, 2024
Early-bird registration close: May 31, 2024
Registration close: June 8, 2024
Conference: June 18-20, 2024

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Program Chairs

Ignacio Laguna (Lawrence Livermore National Laboratory)
Victoria Stodden (University of Southern California)

Program Committee