Congestion avoidance and control
SIGCOMM '88 Symposium proceedings on Communications architectures and protocols
A control-theoretic approach to flow control
SIGCOMM '91 Proceedings of the conference on Communications architecture & protocols
Digital signal processing: theory, applications, and hardware
Digital signal processing: theory, applications, and hardware
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
Performance measurement intrusion and perturbation analysis
Monitoring and debugging of distributed real-time systems
Exploiting process lifetime distributions for dynamic load balancing
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Self-similarity in World Wide Web traffic: evidence and possible causes
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Application-level scheduling on distributed heterogeneous networks
Supercomputing '96 Proceedings of the 1996 ACM/IEEE conference on Supercomputing
Parallel performance prediction using lost cycles analysis
Proceedings of the 1994 ACM/IEEE conference on Supercomputing
Scheduling From the Perspective of the Application
HPDC '96 Proceedings of the 5th IEEE International Symposium on High Performance Distributed Computing
Dynamic Server Selection using Bandwidth Probing in Wide-Area Networks
Dynamic Server Selection using Bandwidth Probing in Wide-Area Networks
Legion: The Next Logical Step Toward a Nationwide Virtual Computer
Legion: The Next Logical Step Toward a Nationwide Virtual Computer
Application level scheduling of gene sequence comparison on metacomputers
ICS '98 Proceedings of the 12th international conference on Supercomputing
Using pathchar to estimate Internet link characteristics
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
A network performance tool for grid environments
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
Running EveryWare on the computational grid
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
JavaNws: the network weather service for the desktop
Proceedings of the ACM 2000 conference on Java Grande
A scalable SNMP-based distibuted monitoring system for heterogeneous network computing
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
The MicroGrid: a scientific tool for modeling computational gridsr
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
A Slowdown Model for Applications Executing on Time-Shared Clusters of Workstations
IEEE Transactions on Parallel and Distributed Systems
Writing Programs that Run EveryWare on the Computational Grid
IEEE Transactions on Parallel and Distributed Systems
Middleware for managing a large, heterogeneous programmable network
BT Technology Journal
Using Disk Throughput Data in Predictions of End-to-End Grid Data Transfers
GRID '02 Proceedings of the Third International Workshop on Grid Computing
Dynamic Network Information Collectionfor Distributed Scientific Application Adaptation
HiPC '02 Proceedings of the 9th International Conference on High Performance Computing
Predicting the Performance of Wide Area Data Transfers
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Bandwidth Tracking in Distributed Heterogeneous Networking Environments
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Multivariate resource performance forecasting in the network weather service
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Adaptive Computing on the Grid Using AppLeS
IEEE Transactions on Parallel and Distributed Systems
Grid high performance networking in the DataGRID project
Future Generation Computer Systems - Special section: Selected papers from the TERENA networking conference 2002
Combining active and passive network measurements to build scalable monitoring systems on the grid
ACM SIGMETRICS Performance Evaluation Review
Experiences with predicting resource performance on-line in computational grid settings
ACM SIGMETRICS Performance Evaluation Review
Adaptive Timeout Discovery Using the Network Weather Service
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Predicting Sporadic Grid Data Transfers
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
Design and Evaluation of a Resource Selection Framework for Grid Applications
HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
The characterization of a wide area network computation
Parallel Computing
Performance Prediction in Production Environments
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
GridBench: A Tool for Benchmarking Grids
GRID '03 Proceedings of the 4th International Workshop on Grid Computing
Enabling Network Measurement Portability Through a Hierarchy of Characteristics
GRID '03 Proceedings of the 4th International Workshop on Grid Computing
Predicting the Performance of Globus Monitoring and Discovery Service (MDS-2) Queries
GRID '03 Proceedings of the 4th International Workshop on Grid Computing
Grid resource management
NWSLite: a light-weight prediction utility for mobile devices
Proceedings of the 2nd international conference on Mobile systems, applications, and services
A resource--efficient time estimation for wireless sensor networks
Proceedings of the 2004 joint workshop on Foundations of mobile computing
DiPerF: An Automated DIstributed PERformance Testing Framework
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Improving Throughput for Grid Applications with Network Logistics
Proceedings of the 2004 ACM/IEEE conference on Supercomputing
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
The Livny and Plank-Beck Problems: Studies in Data Movement on the Computational Grid
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
Modeling and Taming Parallel TCP on the Wide Area Network
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Using Apples to Schedule Simple SARA on the Computational Grid
International Journal of High Performance Computing Applications
Analyzing Market-Based Resource Allocation Strategies for the Computational Grid
International Journal of High Performance Computing Applications
Using Regression Techniques to Predict Large Data Transfers
International Journal of High Performance Computing Applications
Building Performance Topologies for Computational Grids
International Journal of High Performance Computing Applications
Grid Network Monitoring in the European Datagrid Project
International Journal of High Performance Computing Applications
A Simple MPI Process Swapping Architecture for Iterative Applications
International Journal of High Performance Computing Applications
Scheduling functional regression tests for IBM DB2 products
CASCON '05 Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative research
Adaptive On-the-Fly Compression
IEEE Transactions on Parallel and Distributed Systems
Grid harvest service: a performance system of grid computing
Journal of Parallel and Distributed Computing
An autonomic tool for building self-organizing Grid-enabled applications
Future Generation Computer Systems
The MicroGrid: A scientific tool for modeling Computational Grids
Scientific Programming
NWSLite: A general-purpose, nonparametric prediction utility for embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
ACM SIGCOMM Computer Communication Review
Self-adaptive task allocation and scheduling of meta-tasks in non-dedicated heterogeneous computing
International Journal of High Performance Computing and Networking
Future Generation Computer Systems
Performance under failures of high-end computing
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
Optimizing center performance through coordinated data staging, scheduling and recovery
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
Performance modeling of parallel applications for grid scheduling
Journal of Parallel and Distributed Computing
A grid-based architecture for nearest neighbor based condensation of huge datasets
UPGRADE '08 Proceedings of the third international workshop on Use of P2P, grid and agents for the development of content networks
Fog in the network weather service: a case for novel approaches
Proceedings of the first international conference on Networks for grid applications
Comparing network bandwidth time-series
Proceedings of the first international conference on Networks for grid applications
Using overlays for efficient data transfer over shared wide-area networks
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
On the Efficacy of Computation Offloading Decision-Making Strategies
International Journal of High Performance Computing Applications
Replica selection strategies in data grid
Journal of Parallel and Distributed Computing
A Runtime Quality Architecture for Service-Oriented Systems
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
A centralised control mechanism for network resource allocation in grid applications
International Journal of Web and Grid Services
Load prediction using hybrid model for computational grid
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Predicting Free Computing Capacities on Individual Machines
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
Network-aware migration control and scheduling of differentiated virtual machine workloads
CLOUD '09 Proceedings of the 2009 ICSE Workshop on Software Engineering Challenges of Cloud Computing
Performance under Failures of DAG-based Parallel Computing
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
VECPAR'02 Proceedings of the 5th international conference on High performance computing for computational science
On the Use of Machine Learning to Predict the Time and Resources Consumed by Applications
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
Selecting representative IP addresses for internet topology studies
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Task profiling model for load profile prediction
Future Generation Computer Systems
The GHS grid scheduling system: implementation and performance comparison
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Pattern Matching Based Forecast of Non-periodic Repetitive Behavior for Cloud Clients
Journal of Grid Computing
A methodology for dynamic scheduling of divisible workloads in grid environments
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Job-scheduling via resource availability prediction for volunteer computational grids
International Journal of Grid and Utility Computing
An architecture for reconfigurable iterative MPI applications in dynamic environments
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Host load prediction for grid computing using free load profiles
ICA3PP'05 Proceedings of the 6th international conference on Algorithms and Architectures for Parallel Processing
Bringing handhelds to the grid resourcefully: a surrogate middleware approach
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Scientific data movement enabled by the DYNES instrument
Proceedings of the first international workshop on Network-aware data management
Mapping cooperating GRID applications by affinity for resource characteristics
AIS'04 Proceedings of the 13th international conference on AI, Simulation, and Planning in High Autonomy Systems
A grid resource broker supporting advance reservations and benchmark-based resource selection
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
A dynamic supervising model based on grid environment
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Mining internet data sets for computational grids
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Towards dynamically adaptive weather analysis and forecasting in LEAD
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Modeling the parallel execution of black-box services
HotCloud'11 Proceedings of the 3rd USENIX conference on Hot topics in cloud computing
Bandwidth variability prediction with rolling interval least squares (RILS)
Proceedings of the 50th Annual Southeast Regional Conference
Host load prediction in a Google compute cloud with a Bayesian model
SC '12 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
A Value Based Dynamic Resource Provisioning Model in Cloud
International Journal of Cloud Applications and Computing
Google hostload prediction based on Bayesian model with optimized feature combination
Journal of Parallel and Distributed Computing
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The Network Weather Service is a generalizable and extensible facility designed to provide dynamic resource performance forecasts in metacomputing environments. In this paper, we outline its design and detail the predictive performance of the forecasts it generates. While the forecasting methods are general, we focus on their ability to predict the TCP/IP end-to-end throughput and latency that is attainable by an application using systems located at different sites. Such network forecasts are needed both to support scheduling (Berman et al., 1996) and, by the metacomputing software infrastructure, to develop quality-of-service guarantees (DeFanti et al., to appear; Grimshaw et al., 1994).