Adapting to network and client variability via on-demand dynamic distillation
Proceedings of the seventh international conference on Architectural support for programming languages and operating systems
Journal of the ACM (JACM)
Agile application-aware adaptation for mobility
Proceedings of the sixteenth ACM symposium on Operating systems principles
The Coign automatic distributed partitioning system
OSDI '99 Proceedings of the third symposium on Operating systems design and implementation
Language and Compiler Support for Adaptive Distributed Applications
OM '01 Proceedings of the 2001 ACM SIGPLAN workshop on Optimization of middleware and distributed systems
Java Virtual Machine Specification
Java Virtual Machine Specification
A programming framework for quality-aware ubiquitous multimedia applications
Proceedings of the tenth ACM international conference on Multimedia
UbiComp '01 Proceedings of the 3rd international conference on Ubiquitous Computing
Towards a Distributed Platform for Resource-Constrained Devices
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Dynamic QoS-Aware Multimedia Service Configuration in Ubiquitous Computing Environments
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Puppeteer: Component-based adaptation for mobile computing
USITS'01 Proceedings of the 3rd conference on USENIX Symposium on Internet Technologies and Systems - Volume 3
A control-based middleware framework for quality-of-service adaptations
IEEE Journal on Selected Areas in Communications
Adaptive Offloading for Pervasive Computing
IEEE Pervasive Computing
M-ECho: a middleware for morphable data-streaming in pervasive systems
EESR '05 Proceedings of the 2005 workshop on End-to-end, sense-and-respond systems, applications and services
An effective offloading middleware for pervasive services on mobile devices
Pervasive and Mobile Computing
An ad hoc approach to achieve collaborative computing with pervasive devices
GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
Dynamically partitioning applications between weak devices and clouds
Proceedings of the 1st ACM Workshop on Mobile Cloud Computing & Services: Social Networks and Beyond
MAUI: making smartphones last longer with code offload
Proceedings of the 8th international conference on Mobile systems, applications, and services
CloneCloud: elastic execution between mobile device and cloud
Proceedings of the sixth conference on Computer systems
Mobile Networks and Applications
MARS: adaptive remote execution for multi-threaded mobile devices
MobiHeld '11 Proceedings of the 3rd ACM SOSP Workshop on Networking, Systems, and Applications on Mobile Handhelds
Transparent and dynamic code offloading for java applications
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
COCA: Computation Offload to Clouds Using AOP
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
An effective partition approach for elastic application development on mobile cloud computing
GPC'12 Proceedings of the 7th international conference on Advances in Grid and Pervasive Computing
Energy-aware keyword search on mobile phones
Proceedings of the first edition of the MCC workshop on Mobile cloud computing
Adaptive application offloading using distributed abstract class graphs in mobile environments
Journal of Systems and Software
COMET: code offload by migrating execution transparently
OSDI'12 Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation
A framework for modeling automatic offloading of mobile applications using genetic programming
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Machine Learning-Based Runtime Scheduler for Mobile Offloading Framework
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
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Pervasive computing allows a user to access an application on heterogeneous devices continuously and consistently. However, it is challenging to deliver complex applications on resource-constrained mobile devices, such as cell phones and PDAs. Different approaches, such as application-based or system-based adaptations, have been proposed to address the problem. However, existing solutions often require degrading application fidelity. We believe that this problem can be overcome by dynamically partitioning the application and offloading part of the application execution to a powerful nearby surrogate. This will enable pervasive application delivery to be realized without significant fidelity degradation or expensive application rewriting. Because pervasive computing environments are highly dynamic, the runtime offloading system needs to adapt to both application execution patterns and resourcefluctuations. Using the Fuzzy Control model, we have developed an offloading inference engine to adaptively solve two key decision-making problems during runtime offloading: (1) timely triggering of adaptive offloading, and (2) intelligent selection of an application partitioning policy. Extensive trace-driven evaluations show the effectiveness of the offloading inference engine.