ACSOS 2023
Mon 25 - Fri 29 September 2023 Toronto, Canada
Dates
Tracks
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Tue 26 Sep

Displayed time zone: Eastern Time (US & Canada) change

09:00 - 09:30
09:00
30m
Opening Ceremony
Main Track

11:30 - 12:30
Session 1: Cloud Computing and ScalabilityMain Track at Convention Centre (C2)
Chair(s): Christian Becker University of Stuttgart
11:30
12m
Paper
μOpt: An Efficient Optimal Autoscaler for Microservice ApplicationsBest Paper CandidateKarsten Schwan Best Paper Award
Main Track
Emilio Incerto , Roberto Pizziol IMT School for Advanced Studies Lucca, Mirco Tribastone IMT Institute for Advanced Studies Lucca, Italy
11:42
12m
Paper
Energy Efficient Scheduling for Serverless Systems
Main Track
Michail Tsenos , Aristotelis Peri , Vana Kalogeraki Athens University of Economics and Business
11:54
8m
Short-paper
Prediction-driven resource provisioning for serverless container runtimes
Main Track
Dimitrios Tomaras , Michail Tsenos , Vana Kalogeraki Athens University of Economics and Business
12:02
28m
Q&A and Panel Discussion
Main Track

15:30 - 17:00
Session 2: Learning and Multi-Agent SystemsMain Track at Convention Centre (C2)
Chair(s): Ada Diaconescu LTCI Lab, Telecom Paris, Institute Politechnqie de Paris
15:30
12m
Paper
Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks
Main Track
Gianluca Aguzzi Alma Mater Studiorum - Università di Bologna, Mirko Viroli Alma Mater Studiorum - Università di Bologna, Lukas Esterle Aarhus University
15:42
12m
Paper
Online ML Self-adaptation in Face of Traps
Main Track
Michal Töpfer Charles University, Frantisek Plasil , Tomas Bures Charles University, Czech Republic, Petr Hnětynka Charles University, Martin Kruliš Charles University, Danny Weyns KU Leuven
15:54
8m
Short-paper
CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning
Main Track
16:02
8m
Short-paper
Evolving Preprocessing Pipelines for Industrial Imaging with Cartesian Genetic Programming
Main Track
Andreas Margraf Fraunhofer IGCV, Henning Cui , Anthony Stein University of Hohenheim, Jörg Hähner Universität Augsburg
16:10
50m
Q&A and Panel Discussion
Main Track

Wed 27 Sep

Displayed time zone: Eastern Time (US & Canada) change

14:00 - 15:00
Session 3: Learning and Self-OrganisationMain Track at Convention Centre (C2)
Chair(s): Chloe Barnes Aston University
14:00
12m
Paper
Learning Stigmergic Communication for Self-organising Coordination
Main Track
Stefano Mariani University of Modena and Reggio Emilia, Franco Zambonelli University of Modena and Reggio Emilia
14:12
12m
Paper
Theta-Learning: An Algorithm for the Self-Organisation of Collective Self-Governance
Main Track
Asimina Mertzani , Jeremy Pitt Imperial College London, Josiah Ober
14:24
8m
Short-paper
Radii of Emergent Patterns in Swarmalator Systems
Main Track
Udo Schilcher Alpen-Adria-Universität Klagenfurt, Christoph Wilhelm Rauter Alpen-Adria-Universität Klagenfurt, Christian Bettstetter Alpen-Adria-Universität Klagenfurt
14:32
28m
Q&A and Panel Discussion
Main Track

16:30 - 17:30
Session 4: Self-Organisation and EmergenceMain Track / Artifacts at Convention Centre (C2)
Chair(s): Jeremy Pitt Imperial College London
16:30
12m
Paper
Towards the decentralized coordination of multiple self-adaptive systemsBest Paper CandidateBest Student Paper Award
Main Track
Paul-Andrei Dragan , Andreas Metzger University of Duisburg-Essen, Klaus Pohl Duisburg-Essen
16:42
12m
Paper
Self-Organisation Programming: A Functional Reactive Macro Approach
Main Track
Roberto Casadei University of Bologna, Italy, Francesco Dente , Gianluca Aguzzi Alma Mater Studiorum - Università di Bologna, Danilo Pianini University of Bologna, Mirko Viroli Alma Mater Studiorum - Università di Bologna
16:54
8m
Paper
SMOTEC: An Edge Computing Testbed for Adaptive Smart Mobility Experimentation
Artifacts
Zeinab Nezami University of Leeds, UK, Evangelos Pournaras University of Leeds, Amir Borzouie University of Leeds, UK, Jie Xu University of Leeds
17:02
28m
Q&A and Panel Discussion
Main Track

Fri 29 Sep

Displayed time zone: Eastern Time (US & Canada) change

09:00 - 10:30
09:00
90m
Keynote
Engineering Trustworthy AI Systems
Main Track
Foutse Khomh Polytechnique Montréal
File Attached
11:45 - 12:30
ACSOS Town Hall & Research Topics WorkshopMain Track at Convention Centre (C2)
11:45
45m
ACSOS Town Hall & Research Topics Workshop
Main Track

16:30 - 17:30
Closing Ceremony and AwardsMain Track at Convention Centre (C2)
16:30
60m
Closing Ceremony and Awards
Main Track

Accepted Papers

Title
An Arms Race in Theory-of-Mind: Deception drives the emergence of higher-level Theory-of-Mind in Agent Societies
Main Track
Autonomic Computing for In Situ Imageomics
Main Track
Continuous learning and cooperative prediction for traffic dynamics by Adaptive Multi-Agent Systems
Main Track
CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning
Main Track
Energy Efficient Scheduling for Serverless Systems
Main Track
Evolving Preprocessing Pipelines for Industrial Imaging with Cartesian Genetic Programming
Main Track
Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks
Main Track
Learning Stigmergic Communication for Self-organising Coordination
Main Track
Online ML Self-adaptation in Face of Traps
Main Track
μOpt: An Efficient Optimal Autoscaler for Microservice ApplicationsBest Paper CandidateKarsten Schwan Best Paper Award
Main Track
Orchestrating the execution of Serverless Functions in Hybrid Cloud
Main Track
Prediction-driven resource provisioning for serverless container runtimes
Main Track
Prolego: Time-Series Analysis for Predicting Failures in Complex Systems
Main Track
Radii of Emergent Patterns in Swarmalator Systems
Main Track
SaVE: Self-aware Vehicular Edge Computing with Efficient Resource Allocation
Main Track
Self-Organisation Programming: A Functional Reactive Macro Approach
Main Track
Theta-Learning: An Algorithm for the Self-Organisation of Collective Self-Governance
Main Track
Towards the decentralized coordination of multiple self-adaptive systemsBest Paper CandidateBest Student Paper Award
Main Track
Worst case impact assessment of multi-alarm stealth attacks against control systems with CUSUM-based anomaly detectionBest Paper Candidate
Main Track

Call for Papers

Important Dates

Abstract Submission Deadline:  	May 12th, 2023 (extended firm deadline)
Paper Submission Deadline: 	May 19th, 2023 (extended firm deadline)
Notification to Authors: 	July 5th, 2023
Camera Ready Deadline:		August 5th, 2023
ACSOS Conference: 		September 25th - 29th, 2023

All times in Anywhere on Earth (AoE) timezone.


Challenge and Scope

The world is increasingly embracing autonomous systems: in robotics, manufacturing, software engineering, vehicles, data center systems, and precision agriculture to name just a few areas. These systems are bringing autonomy to a whole new level of dynamic decision-making under uncertainty, requiring autonomic behavior (e.g., control theory, cybernetics) and self-reference, leading to a range of self-* properties (e.g., self-awareness, self-adaptation, self-organization), and an approach in which system implementation and its environment are holistically considered.

Despite this rise in autonomic and self-* systems, there remains a wide range of fundamental challenges in understanding how to design, control, reason about, and trust such systems. The IEEE ACSOS conference solicits novel research on these topics, in fundamentals and methods as well as applications for autonomic and self-* systems. ACSOS is particularly proud of its long-standing academic breadth and innovative industry contributions, and regularly features work from computational biologists through to operating systems researchers – united by the common theme of autonomous systems. The conference program will include research papers, in-practice experience reports, posters, demos, and a doctoral symposium. ACSOS 2023 solicits contributions from among (but not limited to) the following autonomic and self-adaptive and self-organizing methods and applications:

Fundamentals and Methods

  • Systems theory: bio-inspired and socially-inspired paradigms and heuristics; evolution and learning; self-aware computing; organic computing; theoretical frameworks; formal languages; queuing and control theory; requirement and goal expression techniques; uncertainty as a 1st class entity
  • System properties: performance; robustness; resilience; dependability and reliability; trustworthiness; resource and energy efficiency; stability; anti-fragility; diversity; self-protection and cybersecurity; self-reference and reflection; emergent behavior; computational awareness and self-awareness
  • Systems and software engineering: algorithms; design patterns; programming languages; architectures; operating systems and middleware; testing, validation, and assurance methodologies; runtime models; large-scale, decentralized and multi-agent systems; data science and analytics; machine learning and artificial intelligence
  • Cross disciplinary methods: approaches that draw inspiration from complex systems, chemistry, psychology, sociology, biology, and ethology
  • Socio-technical factors: human and social factors; visualization; crowdsourcing and collective awareness; trust, ethics, privacy, social and environmental implications.

Applications

Applications of the autonomic, self-adaptive and self-organizing methods in practice, including but not limited to:

  • Hardware and software systems, including operating systems, storage, and networking, across areas such as Internet of Things, cloud, fog and edge computing, and high-performance computing
  • Next-generation industry, including cyber-physical systems, smart agriculture, manufacturing, autonomous vehicles, or smart (virtual) environments
  • Social and hybrid systems, such as crowd or traffic modeling, political or social structures, game theory, virtual reality, interactive systems, and human-machine interfacing.

Best Papers

We intend to continue the tradition of giving the best papers of the conference an opportunity to publish an extended version in a special issue of ACM Transactions on Autonomous and Adaptive Systems (TAAS).

The Karsten Schwan Best Paper Award will be awarded to a selected paper, as well as the best student paper (where the primary author is a student).


Submission Instructions

Research Papers (up to 10 pages including images, tables, and references) should present novel ideas in the cross-disciplinary research context described in this call, motivated by problems from current practice or applied research.

Experience Reports (up to 10 pages including images, tables, and references) cover innovative implementations, novel applications, interesting performance results and experience in applying recent research advance to practical situations on any topics of interest.

Vision Papers (up to 6 pages including images, tables, and references) introduce ground-shaking, provocative, and even controversial ideas; discuss long term perspectives and challenges; focus on overlooked or underrepresented areas, and foster debate.

Research papers and experience reports will be included in the conference proceedings that will be published by IEEE Computer Society Press and made available as a part of the IEEE Digital Library. Vision papers will be part of a separate proceedings volume (the ACSOS Companion).

All submissions must indicate a primary and (optionally) a secondary topic area from the following list:

  • RM: Resource Management in Data Centers and Cloud Computing
  • CPS: Cyber-Physical Systems (CPS) and Internet of Things (IoT)
  • SOSA: Theory and Practice of Self-Organization, Self-Adaptation, and Organic Computing
  • ENG: Software and Systems Engineering for Autonomic and Self-Organizing Systems
  • SYS: Systems theory for Autonomic and Self-Organizing Systems
  • DATA: Data-Driven Approaches to Autonomic and Self-Organizing Systems Analysis and Management
  • NEW: Emerging Computing Paradigms
  • SOC: Socio-technical Autonomic and Self-Organizing Systems
  • LANG: Languages and Formal Methods for Autonomic and Self-Organizing Systems
  • COG: Self-Aware, Reflective, and Cognitive Computing
  • APP: Application Areas for Autonomic and Self-Organizing Systems such as Autonomous Vehicles, Smart Cities, Swarms, etc.
  • REL: Assurances, security, resilience, and reliability of Autonomic and Self-Organizing Systems
  • CROSS: Cross-disciplinary research on e.g., complex systems, control theory, artificial intelligence, chemistry, psychology, sociology, and biology

All submissions are required to be formatted according to the standard IEEE Computer Society Press proceedings style guide. Papers are submitted electronically in PDF format through the ACSOS 2023 conference management system via EasyChair: https://easychair.org/conferences/?conf=acsos2023.

As per the standard IEEE policies, all submissions should be original, i.e., they should not have been previously published in any conference proceedings, book, or journal and should not currently be under review for another archival conference. We would like to also highlight IEEE’s policies regarding plagiarism and self-plagiarism: https://www.ieee.org/publications/rights/plagiarism/id-plagiarism.html. Where relevant and appropriate, accepted papers will also be encouraged to participate in the Demo or Poster Sessions.


Evaluation Criteria

All submissions will be subject to a rigorous single-blind peer-review and evaluated based on the following criteria:

Research papers

  • Soundness: The extent to which the paper’s contributions and/or innovations address its research questions and are supported by rigorous application of appropriate research methods (e.g., formal analysis, simulation, experimental evaluations, or comparative studies).
  • Significance: The extent to which the paper’s contributions can impact one or more of the research areas related to ACSOS, and under which assumptions (if any). In this respect, research papers should provide an indication of the real-world relevance of the problem that is solved, including a description of the domain, and an evaluation of performance, usability, and/or comparison to alternative approaches.
  • Novelty: The extent to which the contributions are sufficiently original with respect to the state-of-the-art.
  • Verifiability and Transparency: The extent to which the paper includes sufficient information to understand how an innovation works; to understand how data was obtained, analyzed, and interpreted; and how the paper supports independent verification or replication of the paper’s claimed contributions.
  • Presentation: The extent to which the paper is well written, including clear descriptions, as well as adequate use of the English language, absence of major ambiguity, clearly readable figures and tables, and adherence to the formatting instructions provided below. Due to the cross-disciplinary nature of the ACSOS conference, we encourage papers to be intelligible and relevant to researchers who are not members of the same specialized sub-field.

Experience reports should provide insights into some aspect of design, implementation or management of self-* systems that would be of benefit to practitioners and the ACSOS community. Experience reports will be evaluated according to the same criteria defined for research papers, with a greater emphasis on verifiability and transparency.

Vision Papers should introduce innovative, risky, visionary, and provocative ideas, spotlighting overlooked areas, raising controversial points, and exploring cross-disciplinary contaminations. Vision papers will be evaluated according to the following criteria:

  • Significance: The extent to which the paper’s contributions can impact one or more of the research areas related to ACSOS, and under which assumptions (if any). In this respect, research papers should provide an indication of the real-world relevance of the problem that is solved, including a description of the domain.
  • Novelty: The extent to which the contributions are original with respect to the state-of-the-art.
  • Soundness: The extent to which the contribution proposed in the paper is valid and potentially adequate to address the defined problem.
  • Presentation: The extent to which the paper is well written, including clear descriptions, as well as adequate use of the English language, absence of major ambiguity, clearly readable figures and tables, and adherence to the formatting instructions provided below. Due to the cross-disciplinary nature of the ACSOS conference, we encourage papers to be intelligible and relevant to researchers who are not members of the same specialized sub-field.

Based on the review process outcome, research and experience papers can be accepted as full papers or as short papers. As for this last case, authors will be asked to shorten their submissions to 6 pages. The reviews will provide suggestions on how to shorten them. Short papers will be published in the ACSOS companion proceedings.

Camera Ready Submission for Main Track Proceedings

STEP 1: Important Dates

  • At least one author per paper must early pay the registration fee by August 5, 2023.
  • Failure to register will result in your paper not being included in the proceedings.
  • Final camera-ready manuscripts must be submitted by August 5, 2023.

STEP 2: Page Limits

Your final paper must follow the page limits listed in the following table:

Paper Type Page Limit (including References)
Research Papers 10
Experience Reports 10
Vision Papers 6
Short Research Papers and Experience Reports 6
Extended Abstracts of Conference Keynotes 2

 

Please note: Extra pages are not accepted.

STEP 3: Formatting Your Paper

  • Submitted abstracts should not exceed 200 words.
  • Final submissions to ACSOS 2023 must be formatted in US-LETTER page size, must use the two-column IEEE conference proceedings format, and must be prepared in PDF format. Microsoft Word and LaTeX templates are available at the IEEE “Author Submission Site” HERE. The templates are available on the left-hand-side tab “Formatting Your Paper”.
  • Please, DO NOT include headers/footers or page numbers in the final submission.

STEP 4: Submitting Your Final Version

  • Once the format of your paper has been verified and validated, you may submit your final version.
  • All papers should be submitted using the submission system provided by IEEE “Author Submission Site” HERE.
  • After you login to the IEEE “Author Submission Site”, please, follow the instructions as you click the “Next” button on the top right corner of the site. Please, enter the following information exactly as appeared on your paper:
    1. Paper ID (Paper ID from EasyChair, eg. 4279)

    2. Names of authors, affiliations, countries, E-mail addresses,

    3. Titles, and abstracts.

  • To submit your final manuscript click HERE.

STEP 5: Submitting a Signed Copyright Release Form

  • ACSOS 2023 requires users to submit a fully digital version of the electronic IEEE Copyright-release Form (eCF). eCF is provided at the IEEE “Author Submission Site”.
  • Follow the instructions in the IEEE “Author Submission Site” to properly fill-out, and submit the IEEE Copyright-release Form (eCF), including:
    1. Paper’s full title
    2. All authors names
    3. Conference title: 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS)
    4. Signature (on appropriate line)
  • The signed IEEE Copyright-release Form (eCF) should be submitted together with your camera-ready manuscripts on August 5th, 2023.

If you have any questions about the above procedures, please contact the Proceedings Chair Norha Villegas (nvillegas@icesi.edu.co)

Note: Extra pages are not allowed. Please complete each of the above steps - the conference organizers will not be responsible if your paper is omitted from the proceedings, is not available online on IEEE Xplore, or is subject to additional processing costs, if these steps are not performed.