Recursive estimation and time-series analysis: an introduction
Recursive estimation and time-series analysis: an introduction
Comparing algorithm for dynamic speed-setting of a low-power CPU
MobiCom '95 Proceedings of the 1st annual international conference on Mobile computing and networking
Agile application-aware adaptation for mobility
Proceedings of the sixteenth ACM symposium on Operating systems principles
Application level scheduling of gene sequence comparison on metacomputers
ICS '98 Proceedings of the 12th international conference on Supercomputing
The simulation and evaluation of dynamic voltage scaling algorithms
ISLPED '98 Proceedings of the 1998 international symposium on Low power electronics and design
The remote processing framework for portable computer power saving
Proceedings of the 1999 ACM symposium on Applied computing
Energy-aware adaptation for mobile applications
Proceedings of the seventeenth ACM symposium on Operating systems principles
Future Generation Computer Systems - Special issue on metacomputing
Application-level scheduling on distributed heterogeneous networks
Supercomputing '96 Proceedings of the 1996 ACM/IEEE conference on Supercomputing
Proceedings of the 7th annual international conference on Mobile computing and networking
Computation offloading to save energy on handheld devices: a partition scheme
CASES '01 Proceedings of the 2001 international conference on Compilers, architecture, and synthesis for embedded systems
Characterizing user behavior and network performance in a public wireless LAN
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
The Psychology of Human-Computer Interaction
The Psychology of Human-Computer Interaction
Saving portable computer battery power through remote process execution
ACM SIGMOBILE Mobile Computing and Communications Review
Experiences with predicting resource performance on-line in computational grid settings
ACM SIGMETRICS Performance Evaluation Review
Dynamic Voltage Scheduling Using Adaptive Filtering of Workload Traces
VLSID '01 Proceedings of the The 14th International Conference on VLSI Design (VLSID '01)
ACE: A Resource-Aware Adaptive Compression Environment
ITCC '03 Proceedings of the International Conference on Information Technology: Computers and Communications
Balancing Performance, Energy, and Quality in Pervasive Computing
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Grid Computing: Making the Global Infrastructure a Reality
Grid Computing: Making the Global Infrastructure a Reality
Representing Dynamic Performance Information in Grid Environments with the Network Weather Service
CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
Self-Tuned Remote Execution for Pervasive Computing
HOTOS '01 Proceedings of the Eighth Workshop on Hot Topics in Operating Systems
Extending mobile computer battery life through energy-aware adaptation
Extending mobile computer battery life through energy-aware adaptation
Energy efficient operating systems and software
Energy efficient operating systems and software
Operating system support for mobile interactive applications
Operating system support for mobile interactive applications
NWSLite: a light-weight prediction utility for mobile devices
Proceedings of the 2nd international conference on Mobile systems, applications, and services
The Grid 2: Blueprint for a New Computing Infrastructure
The Grid 2: Blueprint for a New Computing Infrastructure
Application-level prediction of battery dissipation
Proceedings of the 2004 international symposium on Low power electronics and design
Tactics-based remote execution for mobile computing
Proceedings of the 1st international conference on Mobile systems, applications and services
Predictive Resource Management for Wearable Computing
Proceedings of the 1st international conference on Mobile systems, applications and services
Policies for dynamic clock scheduling
OSDI'00 Proceedings of the 4th conference on Symposium on Operating System Design & Implementation - Volume 4
Scheduling for reduced CPU energy
OSDI '94 Proceedings of the 1st USENIX conference on Operating Systems Design and Implementation
A compilation framework for power and energy management on mobile computers
LCPC'01 Proceedings of the 14th international conference on Languages and compilers for parallel computing
On the Efficacy of Computation Offloading Decision-Making Strategies
International Journal of High Performance Computing Applications
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Time series-based prediction methods have a wide range of uses in embedded systems. Many OS algorithms and applications require accurate prediction of demand and supply of resources. However, configuring prediction algorithms is not easy, since the dynamics of the underlying data requires continuous observation of the prediction error and dynamic adaptation of the parameters to achieve high accuracy. Current prediction methods are either too costly to implement on resource-constrained devices or their parameterization is static, making them inappropriate and inaccurate for a wide range of datasets. This paper presents NWSLite, a prediction utility that addresses these shortcomings on resource-restricted platforms.