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ACSOS 2021: Washington, DC, USA - Companion Volume
- Esam El-Araby, Vana Kalogeraki, Danilo Pianini

, Frédéric Lassabe, Barry Porter, Sona Ghahremani, Ingrid Nunes, Mohamed Bakhouya, Sven Tomforde:
IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2021, Companion Volume, Washington, DC, USA, September 27 - Oct. 1, 2021. IEEE 2021, ISBN 978-1-6654-4393-7 - Jongbeen Han, Minwook Lee, Chanho Choi, Yongseok Son, Hyeonsang Eom:

An Efficient VM Scheduling Framework for Interactive Streaming Service. 1-6 - Cheongjun Lee, Jaehwan Lee, Chungyong Kim, Jiwoo Bang, Eun-Kyu Byun, Hyeonsang Eom:

Data Separation Scheme on Lustre Metadata Server based on Multi-stream SSD. 7-12 - Abeer Abdel Khaleq

, Ilkyeun Ra:
Development of QoS-aware agents with reinforcement learning for autoscaling of microservices on the cloud. 13-19 - Jake Choi, Heon Young Yeom, Yoonhee Kim:

Implementing CUDA Unified Memory in the PyTorch Framework. 20-25 - Jungwook Han, Hongsu Byun, Hyungjoon Kwon, Sungyong Park, Youngjae Kim:

Is Data Migration Evil in the NVM File System? 26-31 - Dae-Cheol Kang, Seoungbeom Heo, Hyeounji Jang, Hyeock-Jin Lee, Minkyoung Cho, Jik-Soo Kim:

MeLoN: Distributed Deep Learning meets the Big Data Platform. 32-37 - Suyeon Lee, Yeonwoo Jeong, Minwoo Kim, Sungyong Park:

Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark. 38-43 - Safdar Jamil, Awais Khan

, Bernd Burastaller, Youngjae Kim:
Towards Scalable Manycore-Aware Persistent B+- Trees for Efficient Indexing in Cloud Environments. 44-49 - Emad Eldeen Elakehal, Joost Vennekens

:
A Logic-based Multiagent Product Configuration Model. 50-55 - Christian Kröher, Klaus Schmid, Simon Paasche, Christian Sauer

:
Combining Central Control with Collective Adaptive Systems. 56-61 - Joseph Hirsch, Martin Neumayer, Hella Ponsar, Oliver Kosak

, Wolfgang Reif:
Distributed Constraint Optimization for Task Allocation in Self-Adaptive Manufacturing Systems. 62-67 - Hunza Zainab, Giorgio Audrito, Soura Dasgupta, Jacob Beal:

Effect of Monotonic Filtering on Graph Collection Dynamics. 68-73 - Ian Riley, Rose F. Gamble:

Employing Stochastic Multiplayer Games to Support Self-Organization over Ad Hoc Networks. 74-80 - Giorgio Audrito

, Roberto Casadei
, Gianluca Torta
:
Fostering resilient execution of multi-agent plans through self-organisation. 81-86 - Daniel Palmer, Ryan Houghtaling, Marc Kirschenbaum, Morgan Might:

Interactive Methodology to Iteratively Add Functionality to Swarm Programs. 87-92 - Sebastian Schmid, Daniel Schraudner, Andreas Harth:

Performance Comparison of Simple Reflex Agents Using Stigmergy with Model-Based Agents in Self-Organizing Transportation. 93-98 - Gianluca Aguzzi

, Roberto Casadei
, Danilo Pianini
, Guido Salvaneschi
, Mirko Viroli:
Towards Pulverised Architectures for Collective Adaptive Systems through Multi-Tier Programming. 99-104 - Paul A. Akiki, Andrea Zisman, Amel Bennaceur

:
Work With What You've Got: An Approach for Resource-Driven Adaptation. 105-110 - Md Shah Alam, Abiral Acharya, Jared Oluoch:

A Novel Technique for Mapping Jammed Areas in Connected and Autonomous Vehicles (CAVs). 111-117 - Sharmin Jahan, Rose F. Gamble:

Applying Security-Awareness to Service-Based Systems. 118-124 - Sven Tomforde, Martin Goller:

Assessment of Configuration Stability and Variability in Collections of Self-Adaptive Systems. 125-130 - Sona Ghahremani, Holger Giese:

Hybrid Planning with Receding Horizon: A Case for Meta-self-awareness. 131-138 - Anthony Stein, Sven Tomforde:

Reflective Learning Classifier Systems for Self-Adaptive and Self-Organising Agents. 139-145 - Ana Petrovska:

Self-Awareness as a Prerequisite for Self-Adaptivity in Computing Systems. 146-149 - Kristina Dingel

, A. Liehr
, M. Vogel, S. Degener
, David Meier, Thoralf Niendorf, Arno Ehresmann, Bernhard Sick:
AI - Based On The Fly Design of Experiments in Physics and Engineering. 150-153 - Ada Diaconescu, Louisa Jane Di Felice, Patricia Mellodge:

An Information-oriented View of Multi-Scale Systems. 154-159 - Roberto Casadei

, Andrea Placuzzi, Mirko Viroli, Danny Weyns
:
Augmented Collective Digital Twins for Self-Organising Cyber-Physical Systems. 160-165 - Ghassan Al-Falouji

, Christian Gruhl, Sven Tomforde:
Digital Shadows in Self-Improving System Integration: A Concept U sing Generative Modelling. 166-171 - Lukas Esterle

, Cláudio Gomes
, Mirgita Frasheri
, Henrik Ejersbo, Sven Tomforde, Peter Gorm Larsen
:
Digital twins for collaboration and self-integration. 172-177 - Davide Andrea Guastella, Evangelos Pournaras:

Learn to Sense vs. Sense to Learn: A System Self-Integration Approach. 178-179 - Christopher Landauer:

Modeling and Integration for Complex Systems. 180-186 - Marius Pol, Ada Diaconescu:

Multi - Level Online Learning and Reasoning for Self-Integrating Systems. 187-192 - Christian Gruhl, Sven Tomforde:

OHODIN - Online Anomaly Detection for Data Streams. 193-197 - Danny Weyns

, Tomás Bures
, Radu Calinescu, Barnaby Craggs, John S. Fitzgerald, David Garlan, Bashar Nuseibeh, Liliana Pasquale, Awais Rashid, Ivan Ruchkin
, Bradley R. Schmerl:
Six Software Engineering Principles for Smarter Cyber-Physical Systems. 198-203 - Christian Gruhl, Abdul Hannan, Zhixin Huang, Chandana Nivarthi

, Stephan Vogt:
The Problem with Real-World Novelty Detection - Issues in Multivariate Probabilistic Models. 204-209 - Kirstie L. Bellman:

Towards a Method for Characterizing and Improving Integration among Different Systems. 210-213 - Sharmin Jahan, Ian Riley, Alonzo Sabino, Rose F. Gamble:

Towards a Plug-In Architecture to Enable Self-Adaptation through Middleware. 214-219 - Lukas Esterle

, Barry Porter, Jim Woodcock:
Verification and Uncertainties in Self-integrating System. 220-225 - Samuel Truman, Jakob Seitz, Sebastian von Mammen:

Stigmergic, Diegetic Guidance of Swarm Construction. 226-231 - Todd Wareham, Andrew Vardy:

The Computational Complexity of Designing Scalar-Field Sensing Robot Teams and Environments for Distributed Construction (Extended Abstract). 232-237 - Christos Chronopoulos

, Karsten W. Johansen
, Jochen Teizer, Carl Schultz
, Lukas Esterle
:
Towards a Holistic, Self-Organised Safety Framework for Construction. 238-243 - Andrew Vardy:

What Can Collective Construction Learn from Neural Cellular Automata? 244-248 - Qinyuan Li, Minyi Li, Bao Quoc Vo, Ryszard Kowalczyk:

An anytime algorithm for dynamic multi-agent task allocation problems. 249-256 - Simon Pulawski

, Hoa Khanh Dam, Aditya Ghose:
BDI-Dojo: developing robust BDI agents in evolving adversarial environments. 257-262 - Partha P. Pal

, Aaron Paulos, Richard E. Schantz:
Resiliency and Antifragility in Modern Software Systems- A Concept Paper. 263-268 - Nils Scheidweiler, André Schäfer, Wolfram Amme, Thomas S. Heinze:

U sing Clone Detection for Finding Signatures of Malware Families: A Case Study on FinSpy. 269-274 - Alzubair Hassan, Bashar Nuseibeh, Liliana Pasquale:

Engineering Adaptive Authentication. 275-280 - Ricardo Caldas

, Razan Ghzouli
, Alessandro V. Papadopoulos
, Patrizio Pelliccione, Danny Weyns
, Thorsten Berger:
Towards Mapping Control Theory and Software Engineering Properties using Specification Patterns. 281-286 - Christian Prehofer:

Challenges of Big Data and Vehicle Data. 287-288 - Jonas Wilfert, Niklas Paprotta, Oliver Kosak

, Simon Stieber, Alexander Schiendorfer, Wolfgang Reif:
A Real-Word Realization of the AntNet Routing Algorithm with ActivityBots. 289-290 - Chris Anderson

, Timothy Gordon Walmsley
, Panos Patros
:
A Self-Learning Architecture for Digital Twins with Self-Protection. 291-292 - Ana Petrovska, Julian Weick:

Bayesian Optimization-Based Analysis and Planning Approach for Self-Adaptive Cyber-Physical Systems. 293-294 - Stephen Burroughs

, Helge Dickel, Martin van Zijl, Vladimir Podolskiy, Michael Gerndt, Robi Malik, Panos Patros:
Towards Autoscaling with Guarantees on Kubernetes Clusters. 295-296 - Giorgio Audrito

, Roberto Casadei
, Gianluca Torta
:
Towards Integration of Multi-Agent Planning with Self-Organising Collective Processes. 297-298 - Priyank Vyas, Tony Smith, Philip Feldman, Aaron Dant, Andreea Calude, Panos Patros

:
Who is the Ringleader? Modelling Influence in Discourse using Doc2Vec. 299-300 - Étienne Houzé:

A generic and decentralized approach to XAI for autonomic systems: application to the smart home. 301-303 - Elia Henrichs

:
Enhancing the Smart, Digitized Food Supply Chain through Self-Learning and Self-Adaptive Systems. 304-306 - Armin Babaei:

Lightweight and Reconfigurable Security Architecture for Internet of Things devices. 307-309 - Gianluca Aguzzi

:
Research directions for Aggregate Computing with Machine Learning. 310-312 - Pierre-Louis Sixdenier:

Towards an Autonomous, Power-Efficient Base Station for Sensor Data Collection. 313-315 - Duaa Zuhair Al-Hamid, Adnan Al-Anbuky:

Vehicular Network Dynamic Grouping Scheme. 316-318 - Evangelos Pournaras:

How to Coordinate Decisions at Large Scale? A Hands-on Tutorial on Collective Learning for Smart Cities and Beyond. 319 - Lukas Einhaus, Chao Qian, Christopher Ringhofer, Gregor Schiele:

In-Situ Artificial Intelligence for Self-* Devices: The Elastic AI Ecosystem (Tutorial). 320-321

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