Epidemic algorithms for replicated database maintenance
PODC '87 Proceedings of the sixth annual ACM Symposium on Principles of distributed computing
On agent-based software engineering
Artificial Intelligence
An agent-based approach for building complex software systems
Communications of the ACM
Evaluating multiple attribute items using queries
Proceedings of the 3rd ACM conference on Electronic Commerce
Pricing information bundles in a dynamic environment
Proceedings of the 3rd ACM conference on Electronic Commerce
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
The Vision of Autonomic Computing
Computer
Pseudo-convergent Q-Learning by Competitive Pricebots
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Engineering Self-Organising Systems
Engineering Self-Organising Systems
An Artificial Intelligence Perspective on Autonomic Computing Policies
POLICY '04 Proceedings of the Fifth IEEE International Workshop on Policies for Distributed Systems and Networks
Balancing Risk and Reward in a Market-Based Task Service
HPDC '04 Proceedings of the 13th IEEE International Symposium on High Performance Distributed Computing
Benchmarking Autonomic Capabilities: Promises and Pitfalls
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Usable Autonomic Computing Systems: The Administrator's Perspective
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Assessing the Robustness of Self-Managing Computer Systems under Highly Variable Workloads
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Utility Functions in Autonomic Systems
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Unity: Experiences with a Prototype Autonomic Computing System
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Reinforcement Learning for Autonomic Network Repair
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
"SelfService", " A Theoretical Protocol for Autonomic Distribution of Services in P2P Communities
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
Quickly Finding Known Software Problems via Automated Symptom Matching
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Automated and Adaptive Threshold Setting: Enabling Technology for Autonomy and Self-Management
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Towards Self-Configuring Hardware for Distributed Computer Systems
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Measuring the Effectiveness of Self-Healing Autonomic Systems
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
The Case for Automated Planning in Autonomic Computing
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Experience with Collaborating Managers: Node Group Manager and Provisioning Manager
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Autonomic computing: Architectural approach and prototype
Integrated Computer-Aided Engineering
CHAMELEON: a self-evolving, fully-adaptive resource arbitrator for storage systems
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Microreboot — A technique for cheap recovery
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Active probing strategies for problem diagnosis in distributed systems
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Adaptive job routing and scheduling
Engineering Applications of Artificial Intelligence
Cooperative negotiation in autonomic systems using incremental utility elicitation
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Enabling adaptation of J2EE applications using components, web services and aspects
Proceedings of the 5th workshop on Adaptive and reflective middleware (ARM '06)
An extensible, lightweight architecture for adaptive J2EE applications
Proceedings of the 6th international workshop on Software engineering and middleware
Autonomic resource provisioning for software business processes
Information and Software Technology
Guest Editors' Introduction: Autonomic Computing
IEEE Internet Computing
Towards an Autonomic Element Architecture for ASSL
SEAMS '07 Proceedings of the 2007 International Workshop on Software Engineering for Adaptive and Self-Managing Systems
Implementing Adaptive Performance Management in Server Applications
SEAMS '07 Proceedings of the 2007 International Workshop on Software Engineering for Adaptive and Self-Managing Systems
Autonomic Adaptation solution based on Service-Context Adequacy Determination
Electronic Notes in Theoretical Computer Science (ENTCS)
Autonomic self healing and recovery informed by environment knowledge
Artificial Intelligence Review
Prospects for simplifying ITSM-based management through self-managing resources
IBM Systems Journal
Vigilant: out-of-band detection of failures in virtual machines
ACM SIGOPS Operating Systems Review
A resource and context model for mobile middleware
Personal and Ubiquitous Computing - Special Issue: Selected Papers of the ARCS06 Conference
Future Generation Computer Systems
A reusable object-oriented design to support self-testable autonomic software
Proceedings of the 2008 ACM symposium on Applied computing
A security policy system for mobile autonomic networks
Proceedings of the 1st international conference on Autonomic computing and communication systems
Towards process-based composition of self-managing service-oriented systems
Proceedings of the 2nd international workshop on Systems development in SOA environments
Self-adaptation of event-driven component-oriented middleware using aspects of assembly
Proceedings of the 5th international workshop on Middleware for pervasive and ad-hoc computing: held at the ACM/IFIP/USENIX 8th International Middleware Conference
Pan-supplier stock control in a virtual warehouse
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems: industrial track
Towards a Management Paradigm with a Constrained Benchmark for Autonomic Communications
Computational Intelligence and Security
Using Automated Planning for Trusted Self-organising Organic Computing Systems
ATC '08 Proceedings of the 5th international conference on Autonomic and Trusted Computing
An Architecture for Supporting Network Fault Recovery Management
AIMS '08 Proceedings of the 2nd international conference on Autonomous Infrastructure, Management and Security: Resilient Networks and Services
The architecture of an event correlation service for adaptive middleware-based applications
Journal of Systems and Software
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
An Autonomic Middleware Solution for Coordinating Multiple QoS Controls
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
An Approach to Autonomic Deployment Decision Making
IWSOS '08 Proceedings of the 3rd International Workshop on Self-Organizing Systems
Grouping algorithms for scalable self-monitoring distributed systems
Autonomics '08 Proceedings of the 2nd International Conference on Autonomic Computing and Communication Systems
Isolation points: Creating performance-robust enterprise systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Self-adaptive software: Landscape and research challenges
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Business Grid: Combining Web Services and the Grid
Transactions on Petri Nets and Other Models of Concurrency II
Policy-constrained bio-inspired processes for autonomic route management
Computer Networks: The International Journal of Computer and Telecommunications Networking
A Model-Based Framework to Design and Debug Safe Component-Based Autonomic Systems
QoSA '09 Proceedings of the 5th International Conference on the Quality of Software Architectures: Architectures for Adaptive Software Systems
A self-testing autonomic job scheduler
Proceedings of the 46th Annual Southeast Regional Conference on XX
A multi-dimensional model enabling autonomic reasoning for context-aware pervasive applications
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
ARCS'07 Proceedings of the 20th international conference on Architecture of computing systems
Service-context unified knowledge representation for autonomic adaptation
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Dynamic contextual service ranking
SC'07 Proceedings of the 6th international conference on Software composition
Computer Networks: The International Journal of Computer and Telecommunications Networking
Improving impact of self-adaptation and self-management research through evaluation methodology
Proceedings of the 2010 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems
ANGLE: An autonomous, normative and guidable agent with changing knowledge
Information Sciences: an International Journal
A path to achieving a self-managed Grid middleware
Future Generation Computer Systems
On the combined behavior of autonomous resource management agents
AIMS'10 Proceedings of the Mechanisms for autonomous management of networks and services, and 4th international conference on Autonomous infrastructure, management and security
Autonomous and scalable failure detection in distributed systems
International Journal of Autonomous and Adaptive Communications Systems
A research agenda for business-driven information technology
HotACI'06 Proceedings of the First international conference on Hot topics in autonomic computing
Architectures & infrastructure
Service research challenges and solutions for the future internet
Decision making in autonomic computing systems: comparison of approaches and techniques
Proceedings of the 8th ACM international conference on Autonomic computing
Future Generation Computer Systems
Combined resource and context model for qos-aware mobile middleware
ARCS'06 Proceedings of the 19th international conference on Architecture of Computing Systems
Satisfiability judgement under incomplete information
Transactions on Rough Sets XI
Collaborative policy-based autonomic management: in a hierarchical model
Proceedings of the 7th International Conference on Network and Services Management
A configurable event correlation architecture for adaptive J2EE applications
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
A component-based planning framework for adaptive systems
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
Software support for organised adaptation
ProMAS'10 Proceedings of the 8th international conference on Programming Multi-Agent Systems
Model-driven performance engineering of self-adaptive systems: a survey
Proceedings of the 8th international ACM SIGSOFT conference on Quality of Software Architectures
Journal of Systems and Software
Using a teleo-reactive approach in building self-managing systems
International Journal of Autonomous and Adaptive Communications Systems
Autonomic computing system for self-management of machine-to-machine networks
Proceedings of the 2012 international workshop on Self-aware internet of things
Comparison of Decision-Making Strategies for Self-Optimization in Autonomic Computing Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special Section: Extended Version of SASO 2011 Best Paper
Service-context knowledge-based solution for autonomic adaptation
ATC'07 Proceedings of the 4th international conference on Autonomic and Trusted Computing
Anticipating Requirements Changes-Using Futurology in Requirements Elicitation
International Journal of Information System Modeling and Design
IBM zEnterprise unified resource manager platform performance management
IBM Journal of Research and Development
Supporting adaptation of decentralized software based on application scenarios
Journal of Systems and Software
An Analysis of Language-Level Support for Self-Adaptive Software
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Towards measurement-based self-management of performance properties in wireless sensor networks
Proceedings of the 10th ACM symposium on Performance evaluation of wireless ad hoc, sensor, & ubiquitous networks
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Autonomic computing is a grand-challenge vision of the future in which computing systems will manage themselves in accordance with high-level objectives specified by humans. The IT industry recognizes that meeting this challenge is imperative; otherwise, IT systems will soon become virtually impossible to administer. But meeting this challenge is also extremely difficult, and will require a worldwide collaboration among the best minds of academia and industry. In the hope of motivating researchers in relevant areas to apply their expertise to this vitally important problem, I outline some of the main scientific and engineering challenges that collectively make up the grand challenge of autonomic computing, and provide pointers to initial efforts to address these challenges.