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ICAC 2017: Columbus, OH, USA
- Xiaorui Wang, Christopher Stewart, Hui Lei:
2017 IEEE International Conference on Autonomic Computing, ICAC 2017, Columbus, OH, USA, July 17-21, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-1762-5
Session 1: Self-Managing Platforms for Data Processing
- Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Md. Tanvir Al Amin
, Lance M. Kaplan:
Social Fusion: Integrating Twitter and Instagram for Event Monitoring. 1-10 - Evangelos Pournaras, Jovan Nikolic:
Self-Corrective Dynamic Networks via Decentralized Reverse Computations. 11-20 - Johannes Grohmann, Nikolas Herbst, Simon Spinner, Samuel Kounev:
Self-Tuning Resource Demand Estimation. 21-26 - Stathis Maroulis, Nikos Zacheilas, Vana Kalogeraki
ExpREsS: EneRgy Efficient Scheduling of Mixed Stream and Batch Processing Workloads. 27-32 - Wenxin Li, Di Niu, Yinan Liu, Shuhao Liu, Baochun Li:
Wide-Area Spark Streaming: Automated Routing and Batch Sizing. 33-38
Session 2: Candidates for the Karsten Schwan Best Paper Award
- Haiyang Sun, Robert Birke, Walter Binder
AccStream: Accuracy-Aware Overload Management for Stream Processing Systems. 39-48 - Gil Jae Lee, José A. B. Fortes:
Hierarchical Self-Tuning of Concurrency and Resource Units in Data-Analytics Frameworks. 49-58 - Sona Ghahremani, Holger Giese, Thomas Vogel
Efficient Utility-Driven Self-Healing Employing Adaptation Rules for Large Dynamic Architectures. 59-68
Session 3: Overview of Co-Located Workshops
Poster Session
- Li Li, Yunhao Bai, Xiaorui Wang, Mai Zheng, Feng Qin:
Selective Checkpointing for Minimizing Recovery Efforts of Smartphone Apps. 69-70 - Alexia Ingerson, David Chiu, Jason Sawin:
Cache-Friendly Bitmap Compression on Symmetric Multiprocessors. 71-72 - Alwyn Burger, Christopher Cichiwskyj, Gregor Schiele:
Elastic Nodes for the Internet of Things: A Middleware-Based Approach. 73-74 - Peian Wang, Jinyun Gu, Zichen Xu:
Exploring Fast Artistic Style Merging on Heterogenous Architecture. 75-76 - Gayatri M. Behara, Vamsy P. Chodavarapu:
Towards Autonomous Depth Perception for Surveillance in Real World Environments. 77-78 - Arun Adiththan, Kaliappa Ravindran, S. Ramesh:
Management of QoS-oriented Adaptation in Automobile Cruise Control Systems. 79-80 - Alexander Frömmgen, Stefan Haas, Martin Pfannemüller
Switching ZooKeeper's Consensus Protocol at Runtime. 81-82
Session 4: Autonomic Computing for Autonomous Systems
- Mohammad-Parsa Hosseini, Tuyen X. Tran, Dario Pompili, Kost V. Elisevich, Hamid Soltanian-Zadeh
Deep Learning with Edge Computing for Localization of Epileptogenicity Using Multimodal rs-fMRI and EEG Big Data. 83-92 - Marco Brocanelli
Smartphone Radio Interface Management for Longer Battery Lifetime. 93-102 - Tianqi Zhao, Wei Zhang, Haiyan Zhao, Zhi Jin:
A Reinforcement Learning-Based Framework for the Generation and Evolution of Adaptation Rules. 103-112 - Martin Rosalie
Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics. 113-118 - Philippe Lalanda, Eva Gerbert-Gaillard, Stéphanie Chollet:
Self-Aware Context in Smart Home Pervasive Platforms. 119-124
Session 5: Self-Driving Clouds
- Nikita Mishra, John D. Lafferty, Henry Hoffmann:
ESP: A Machine Learning Approach to Predicting Application Interference. 125-134 - Seyyed Ahmad Javadi, Anshul Gandhi:
DIAL: Reducing Tail Latencies for Cloud Applications via Dynamic Interference-aware Load Balancing. 135-144 - Xin Chen, Ymir Vigfusson, Douglas M. Blough, Fang Zheng, Kun-Lung Wu, Liting Hu:
GOVERNOR: Smoother Stream Processing Through Smarter Backpressure. 145-154 - Shaoqi Wang, Xiaobo Zhou, Liqiang Zhang, Changjun Jiang:
Network-Adaptive Scheduling of Data-Intensive Parallel Jobs with Dependencies in Clusters. 155-160 - Sulav Malla, Ken Christensen:
Reducing Power Use and Enabling Oversubscription in Multi-tenant Data Centers Using Local Price. 161-166
Session 6: Infrastructure Building Blocks of Autonomic Computing
- Kuangyu Zheng, Bruce Beitman, Xiaorui Wang:
CoSmart: Coordinating Smartphone with Desktop Computer for Joint Energy Savings. 167-176 - Kyle C. Hale
Multiverse: Easy Conversion of Runtime Systems into OS Kernels via Automatic Hybridization. 177-186 - Phuong Nguyen, Klara Nahrstedt:
MONAD: Self-Adaptive Micro-Service Infrastructure for Heterogeneous Scientific Workflows. 187-196 - Wei Chen, Jia Rao, Xiaobo Zhou:
Addressing Memory Pressure in Data-intensive Parallel Programs via Container Based Virtualization. 197-202
Session 7: Autonomic Computing in the Wild
- Emad Albassam, Jason Porter, Hassan Gomaa, Daniel A. Menascé:
DARE: A Distributed Adaptation and Failure Recovery Framework for Software Systems. 203-208 - Christian Krupitzer
Adding Self-Improvement to an Autonomic Traffic Management System. 209-214 - Pablo Velarde
Vulnerabilities in Lagrange-Based DMPC in the Context of Cyber-Security. 215-220 - Tuyen X. Tran, Ayman Younis, Dario Pompili:
Understanding the Computational Requirements of Virtualized Baseband Units Using a Programmable Cloud Radio Access Network Testbed. 221-226 - Shenjun Ma, Alexey Ilyushkin, Alexander Stegehuis, Alexandru Iosup:
Ananke: A Q-Learning-Based Portfolio Scheduler for Complex Industrial Workflows. 227-232
Workshop Papers
The 2nd International Workshop on Models@run.time for Self-aware Computing Systems
- Aurelien Vialon, Kenji Tei, Samir Aknine:
Soft-Goal Approximation Context Awareness of Goal-Driven Self-Adaptive Systems. 233-238 - Christopher Landauer:
Mitigating the Inevitable Failure of Knowledge Representation. 239-246 - Martin Pfannemüller
A Dynamic Software Product Line Approach for Adaptation Planning in Autonomic Computing Systems. 247-254
2017 Workshop on Self-Aware Computing (SeAC 2017)
- Christopher Landauer, Kirstie L. Bellman:
An Architecture for Self-Awareness Experiments. 255-262 - Justin Brody
Learning Knowledge of Agency. 263-270 - Frederico Alvares, Gwenaël Delaval, Éric Rutten, Lionel Seinturier
Language Support for Modular Autonomic Managers in Reconfigurable Software Components. 271-278
Self Organizing Self Managing Clouds Workshop (SOSeMC 2017)
- Arnak V. Poghosyan
Compression for Time Series Databases Using Independent and Principal Component Analysis. 279-284 - Gunnar Brataas
Scalability Analysis of Cloud Software Services. 285-292 - Nelly Bencomo:
The Role of models@run.time in Autonomic Systems: Keynote. 293-294
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