Online data migration for autonomic provisioning of databases in dynamic content web servers
CASCON '05 Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative research
Reactive provisioning of backend databases in shared dynamic content server clusters
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Database replication policies for dynamic content applications
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Analytic modeling of multitier Internet applications
ACM Transactions on the Web (TWEB)
QoS management in service-oriented architectures
Performance Evaluation
Xen and co.: communication-aware CPU scheduling for consolidated xen-based hosting platforms
Proceedings of the 3rd international conference on Virtual execution environments
Guest Editors' Introduction: Autonomic Computing
IEEE Internet Computing
Achieving Self-Management via Utility Functions
IEEE Internet Computing
A framework for characterization and analysis of software system scalability
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Adaptive quality of service management for enterprise services
ACM Transactions on the Web (TWEB)
Agile dynamic provisioning of multi-tier Internet applications
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Autonomic QoS-Aware resource management in grid computing using online performance models
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
Application of autonomic agents for global information grid management and security
Proceedings of the 2007 Summer Computer Simulation Conference
Automatic virtual machine configuration for database workloads
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
A survey of autonomic computing—degrees, models, and applications
ACM Computing Surveys (CSUR)
Cataclysm: Scalable overload policing for internet applications
Journal of Network and Computer Applications
Exact Asymptotic Analysis of Closed BCMP Networks with a Common Bottleneck
ASMTA '08 Proceedings of the 15th international conference on Analytical and Stochastic Modeling Techniques and Applications
Resource overbooking and application profiling in a shared Internet hosting platform
ACM Transactions on Internet Technology (TOIT)
Autonomic QoS control in enterprise Grid environments using online simulation
Journal of Systems and Software
Boosting the performance of computing systems through adaptive configuration tuning
Proceedings of the 2009 ACM symposium on Applied Computing
Dynamic Resources Management of Virtual Appliances on a Computational Cluster
Euro-Par 2008 Workshops - Parallel Processing
Automatic exploration of datacenter performance regimes
ACDC '09 Proceedings of the 1st workshop on Automated control for datacenters and clouds
Utility Driven Adaptive Work?ow Execution
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Service-level enforcement in web-services-based systems
International Journal of Web and Grid Services
Run-time resource management in SOA virtualized environments
Proceedings of the 1st international workshop on Quality of service-oriented software systems
A cost-sensitive adaptation engine for server consolidation of multitier applications
Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
Automatic virtual machine configuration for database workloads
ACM Transactions on Database Systems (TODS)
A framework for utility-based service oriented design in SASSY
Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering
Resource provisioning for cloud computing
CASCON '09 Proceedings of the 2009 Conference of the Center for Advanced Studies on Collaborative Research
Joint admission control and resource allocation in virtualized servers
Journal of Parallel and Distributed Computing
Modeling and predicting end-to-end response times in multi-tier internet applications
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
GECON'07 Proceedings of the 4th international conference on Grid economics and business models
Efficient resource provisioning in compute clouds via VM multiplexing
Proceedings of the 7th international conference on Autonomic computing
Autonomic mix-aware provisioning for non-stationary data center workloads
Proceedings of the 7th international conference on Autonomic computing
Stochastic approximation control of power and tardiness in a three-tier web-hosting cluster
Proceedings of the 7th international conference on Autonomic computing
Qos architectural patterns for self-architecting software systems
Proceedings of the 7th international conference on Autonomic computing
A cost-sensitive adaptation engine for server consolidation of multitier applications
Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
Performance models oriented to the dynamic resource provisioning in shared data centres
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Towards Autonomic Service Provisioning Systems
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
A bio-inspired algorithm for energy optimization in a self-organizing data center
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
Resource-level QoS metric for CPU-based guarantees in cloud providers
GECON'10 Proceedings of the 7th international conference on Economics of grids, clouds, systems, and services
Dolly: virtualization-driven database provisioning for the cloud
Proceedings of the 7th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
IO performance prediction in consolidated virtualized environments
Proceedings of the 2nd ACM/SPEC International Conference on Performance engineering
A game theoretic formulation of the service provisioning problem in cloud systems
Proceedings of the 20th international conference on World wide web
Model-based self-adaptive resource allocation in virtualized environments
Proceedings of the 6th International Symposium on Software Engineering for Adaptive and Self-Managing Systems
Workload-aware database monitoring and consolidation
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Optimal resource allocation in synchronized multi-tier Internet services
Performance Evaluation
Regression-based resource provisioning for session slowdown guarantee in multi-tier Internet servers
Journal of Parallel and Distributed Computing
Modeling virtualized applications using machine learning techniques
VEE '12 Proceedings of the 8th ACM SIGPLAN/SIGOPS conference on Virtual Execution Environments
An adaptive model-free resource and power management approach for multi-tier cloud environments
Journal of Systems and Software
Decentralized and optimal control of shared resource pools
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special section on formal methods in pervasive computing, pervasive adaptation, and self-adaptive systems: Models and algorithms
Modellus: Automated modeling of complex internet data center applications
ACM Transactions on the Web (TWEB)
Using computer simulation to predict the performance of multithreaded programs
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
Predico: a system for what-if analysis in complex data center applications
Middleware'11 Proceedings of the 12th ACM/IFIP/USENIX international conference on Middleware
Dual time-scale distributed capacity allocation and load redirect algorithms for cloud systems
Journal of Parallel and Distributed Computing
Utility-driven adaptive query workload execution
Future Generation Computer Systems
Supporting CPU-based guarantees in cloud SLAs via resource-level QoS metrics
Future Generation Computer Systems
Consolidation and replication of VMs matching performance objectives
ASMTA'12 Proceedings of the 19th international conference on Analytical and Stochastic Modeling Techniques and Applications
Provisioning multi-tier cloud applications using statistical bounds on sojourn time
Proceedings of the 9th international conference on Autonomic computing
Transactional auto scaler: elastic scaling of in-memory transactional data grids
Proceedings of the 9th international conference on Autonomic computing
Revenue Maximization Using Adaptive Resource Provisioning in Cloud Computing Environments
GRID '12 Proceedings of the 2012 ACM/IEEE 13th International Conference on Grid Computing
Predico: a system for what-if analysis in complex data center applications
Proceedings of the 12th International Middleware Conference
A game theoretical method for auto-scaling of multi-tiers web applications in cloud
Proceedings of the Fourth Asia-Pacific Symposium on Internetware
Model-driven network emulation with virtual time machine
Proceedings of the Winter Simulation Conference
The Journal of Supercomputing
Autonomic Provisioning with Self-Adaptive Neural Fuzzy Control for Percentile-Based Delay Guarantee
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Autonomic resource provisioning in cloud systems with availability goals
Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
Self-protecting and self-optimizing database systems: implementation and experimental evaluation
Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference
A Value Based Dynamic Resource Provisioning Model in Cloud
International Journal of Cloud Applications and Computing
Guide-copy: fast and silent migration of virtual machine for datacenters
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
A Value Based Dynamic Resource Provisioning Model in Cloud
International Journal of Cloud Applications and Computing
Energy-aware Management of Customer Streams
Electronic Notes in Theoretical Computer Science (ENTCS)
Heavy-traffic revenue maximization in parallel multiclass queues
Performance Evaluation
Prototyping Dynamic Software Product Lines to evaluate run-time reconfigurations
Science of Computer Programming
Performance models of storage contention in cloud environments
Software and Systems Modeling (SoSyM)
Group-based memory oversubscription for virtualized clouds
Journal of Parallel and Distributed Computing
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Large data centers host several application environments (AEs) that are subject to workloads whose intensity varies widely and unpredictably. Therefore, the servers of the data center may need to be dynamically redeployed among the various AEs in order to optimize some global utility function. Previous approaches to solving this problem suffer from scalability limitations and cannot easily address the fact that there may be multiple classes of workloads executing on the same AE. This paper presents a solution that addresses these limitations. This solution is based on the use of analytic queuing network models combined with combinatorial search techniques. The paper demonstrates the effectiveness of the approach through simulation experiments. Both online and batch workloads are considered.