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ICAC 2016: Wuerzburg, Germany
- Samuel Kounev, Holger Giese, Jie Liu:
2016 IEEE International Conference on Autonomic Computing, ICAC 2016, Wuerzburg, Germany, July 17-22, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-1654-9 - Jeff Kephart:
In Memoriam: Karsten Schwan. xix
Keynotes
- Klaus Schilling:
ROSETTA: The Challenge of Escorting a Comet and Landing on Its Surface. 1 - Betty H. C. Cheng:
Addressing Assurance for Self-Adaptive Systems in the Face of Uncertainty. 2 - Yixin Diao:
Building Autonomic Systems for IT Service Management. 3 - Karl Henrik Johansson
:
Cyber-Physical Control of Road Freight Transport. 4
Session 1: Infrastructure for Autonomic Computing
- Wei Zhang, Timothy Wood
NetKV: Scalable, Self-Managing, Load Balancing as a Network Function. 5-14 - Christian Krupitzer
FESAS IDE: An Integrated Development Environment for Autonomic Computing. 15-24 - Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
On Efficiency and Scalability of Software-Defined Infrastructure for Adaptive Applications. 25-34 - Quan Zhang, Yang Song, Ramani Routray, Weisong Shi
Adaptive Block and Batch Sizing for Batched Stream Processing System. 35-44
Session 2: Data Parallelism
- Guoyao Xu, Cheng-Zhong Xu
Prophet: Scheduling Executors with Time-Varying Resource Demands on Data-Parallel Computation Frameworks. 45-54 - Gil Jae Lee, José A. B. Fortes:
Hadoop Performance Self-Tuning Using a Fuzzy-Prediction Approach. 55-64 - Nikos Zacheilas, Vana Kalogeraki
ChEsS: Cost-Effective Scheduling Across Multiple Heterogeneous Mapreduce Clusters. 65-74
Session 3: Optimizing Clouds
- A. Hasan Mahmud, S. S. Iyengar:
A Distributed Framework for Carbon and Cost Aware Geographical Job Scheduling in a Hybrid Data Center Infrastructure. 75-84 - Selome Kostentinos Tesfatsion, Eddie Wadbro
Autonomic Resource Management for Optimized Power and Performance in Multi-tenant Clouds. 85-94 - Cheng Wang, Bhuvan Urgaonkar, Aayush Gupta, Lydia Y. Chen, Robert Birke, George Kesidis:
Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability. 95-104 - Asser N. Tantawi
Solution Biasing for Optimized Cloud Workload Placement. 105-110 - Igor Kaitovic, Miroslaw Malek:
Optimizing Failure Prediction to Maximize Availability. 111-116
Session 4: Virtual Machines
- Navaneeth Rameshan, Ying Liu, Leandro Navarro
Augmenting Elasticity Controllers for Improved Accuracy. 117-126 - Jidong Xiao, Lei Lu, Haining Wang, Xiaoyun Zhu:
HyperLink: Virtual Machine Introspection and Memory Forensic Analysis without Kernel Source Code. 127-136
Session 5: Dealing with Uncertainty
- Jan Kantert, Christian Reinbold
An Evaluation of Two Trust-Based Autonomic/Organic Grid Computing Systems for Volunteer-Based Distributed Rendering. 137-146 - Gabriel A. Moreno, Javier Cámara, David Garlan, Bradley R. Schmerl:
Efficient Decision-Making under Uncertainty for Proactive Self-Adaptation. 147-156 - Stefano Iannucci, Sherif Abdelwahed:
A Probabilistic Approach to Autonomic Security Management. 157-166 - Anthony Stein
Dealing with Unforeseen Situations in the Context of Self-Adaptive Urban Traffic Control: How to Bridge the Gap. 167-172 - Nathaniel Morris, Siva Meenakshi Renganathan, Christopher Stewart
Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity? 173-178
Session 6: Measurements and Detections
- Jaimie Kelley, Christopher Stewart
Adaptive Power Profiling for Many-Core HPC Architectures. 179-188 - Naweiluo Zhou
Autonomic Parallelism and Thread Mapping Control on Software Transactional Memory. 189-198 - Hongteng Xu, Xia Ning, Hui Zhang, Junghwan Rhee, Guofei Jiang:
PInfer: Learning to Infer Concurrent Request Paths from System Kernel Events. 199-208 - Mohammad-Parsa Hosseini, Abolfazl Hajisami, Dario Pompili:
Real-Time Epileptic Seizure Detection from EEG Signals via Random Subspace Ensemble Learning. 209-218
Doctoral Symposium
- Rania Ben Hadj, Stéphanie Chollet, Philippe Lalanda, Catherine Hamon:
Sharing Devices between Applications with Autonomic Conflict Management. 219-220 - Eva Gerbert-Gaillard, Philippe Lalanda:
Self-Aware Model-Driven Pervasive Systems. 221-222
Poster and Demo Track
- Shunji Okamoto, Naoki Wakamiya:
Autonomous Function Composition and Evolution for Adaptive Information Network. 223-224 - Cynthia Khan, Malik Jahan Khan:
Exploiting Fuzzy Clustering and Case-Based Reasoning for Autonomic Managers. 225-226 - Muhammad Waseem Tahir, Nayyer Abbas Zaidi, Roland Blank, Poornachandra Papireddy Vinayaka, Walter Lang
Fungus Detection System. 227-228 - Stefano Iannucci, Sherif Abdelwahed:
Towards Autonomic Intrusion Response Systems. 229-230 - Roberto Rodrigues Filho
A Runtime Framework for Machine-Augmented Software Design Using Unsupervised Self-Learning. 231-232 - Luis Tomás, Seyed Saeid Masoumzadeh, Helmut Hlavacs:
Self-Adaptive Capacity Controller: A Reinforcement Learning Approach. 233-234 - Puja Gupta, Christopher Stewart
Early Work on Characterizing Performance Anomalies in Hadoop. 235-236 - Shuai Wang
Towards Dynamic Epistemic Learning of Actions in Autonomic Multi-agent Systems. 237-238 - Roberto Rodrigues Filho
Demonstrating a Runtime Machine-Centric Emergent Software Architecture Framework. 239-240 - Colin Aygalinc, Eva Gerbert-Gaillard, Germán Vega
Autonomic Management of Pervasive Context. 241-242
Workshop Papers
DAS: Second Workshop on Distributed Adaptive Systems
- Antonio Bucchiarone
Preface to DAS 2016. 243-244 - László Z. Varga
Benefit of Online Real-Time Data in the Braess Paradox with Anticipatory Routing. 245-250 - Vidyasagar Sadhu, Gabriel Salles-Loustau, Dario Pompili, Saman A. Zonouz, Vincent Sritapan:
Argus: Smartphone-Enabled Human Cooperation via Multi-agent Reinforcement Learning for Disaster Situational Awareness. 251-256 - Hariharasudhan Viswanathan, Parul Pandey, Dario Pompili:
Maestro: Orchestrating Concurrent Application Workflows in Mobile Device Clouds. 257-262 - Thomas Preisler, Tim Dethlefs, Wolfgang Renz:
Structural Adaptations of Decentralized Coordination Processes in Self-Organizing Systems. 263-268 - Kiriakos Kiriakidis, Tracie Severson, Brian Connett
Detecting and Isolating Attacks of Deception in Networked Control Systems. 269-274
SISSY: Third Workshop on Self-Improving System Integration
- Kirstie L. Bellman, Sven Tomforde, Rolf P. Würtz:
Preface to SISSY 2016. 275 - Sven Tomforde, Stefan Rudolph, Kirstie L. Bellman, Rolf P. Würtz:
An Organic Computing Perspective on Self-Improving System Interweaving at Runtime. 276-284 - Martin Jänicke, Sven Tomforde, Bernhard Sick
Towards Self-Improving Activity Recognition Systems Based on Probabilistic, Generative Models. 285-291 - Shuai Wang
Towards Dynamic Epistemic Learning of Actions for Self-Improving Agents and Multi-agent Systems. 292-299 - Matthias Sommer, Michael Klink, Sven Tomforde, Jörg Hähner
Predictive Load Balancing in Cloud Computing Environments Based on Ensemble Forecasting. 300-307 - Christian Krupitzer
Comparison of Approaches for Self-Improvement in Self-Adaptive Systems. 308-314 - Gernot Bahle, Adrian Calma, Jan Marco Leimeister, Paul Lukowicz, Sarah Oeste-Reiss
Lifelong Learning and Collaboration of Smart Technical Systems in Open-Ended Environments - Opportunistic Collaborative Interactive Learning. 315-324 - Jan Kantert, Sven Tomforde, Georg von Zengen, Susanne Weber, Lars C. Wolf, Christian Müller-Schloer:
Improving Reliability and Reducing Overhead in Low-Power Sensor Networks Using Trust and Forgiveness. 325-333 - Christopher Landauer, Kirstie L. Bellman:
Model-Based Cooperative System Engineering and Integration. 334-341
SOSeMC 2016: Self Organizing Self Managing Clouds Workshop
- Teodor-Florin Fortis
Preface to SOSeMC 2016. 342 - Daniel Pop
Support Services for Applications Execution in Multi-clouds Environments. 343-348 - Emiliano Casalicchio
An Energy-Aware Adaptation Model for Big Data Platforms. 349-350 - Arnak V. Poghosyan
Managing Cloud Infrastructures by a Multi-layer Data Analytics. 351-356 - Luca Florio, Elisabetta Di Nitto
Gru: An Approach to Introduce Decentralized Autonomic Behavior in Microservices Architectures. 357-362
Models@run.time: The International Workshop on Models@run.time for Self-Aware Computing Systems
- Sebastian Götz, Nelly Bencomo, Kirstie L. Bellman, Gordon S. Blair
Preface to Models@run.time 2016. 363 - Danny Weyns
Model-Based Simulation at Runtime for Self-Adaptive Systems. 364-373 - Thomas Gabor, Lenz Belzner, Marie Kiermeier, Michael Till Beck, Alexander Neitz:
A Simulation-Based Architecture for Smart Cyber-Physical Systems. 374-379 - Tobias Jäkel, Martin Weißbach, Kai Herrmann, Hannes Voigt, Max Leuthäuser:
Position Paper: Runtime Model for Role-Based Software Systems. 380-387
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