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1,243,328
The Network Weather Service: A Distributed Resource Performance Forecasting Service for Metacomputing
- Journal of Future Generation Computing Systems
, 1999
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Forecasting Network Performance to Support Dynamic Scheduling Using the Network Weather Service
- In Proc. 6th IEEE Symp. on High Performance Distributed Computing
, 1997
"... 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 ..."
Abstract
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Cited by 225 (12 self)
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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
Dynamically Forecasting Network Performance Using the Network Weather Service
, 1998
"... 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 ..."
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Cited by 293 (38 self)
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sites. Such network forecasts are needed both to support scheduling [5], and by the metacomputing software infrastructure to develop quality-of-service guarantees [10, 17]. Keywords: scheduling, metacomputing, quality-of-service, statistical forecasting, network performance monitoring
Multivariate Resource Performance Forecasting in the Network Weather Service
- In ACM/IEEE conference on Supercomputing
, 2002
"... This paper describes a new technique in the Network Weather Service for producing multi-variate forecasts. The new technique uses the NWS's univariate forecasters and emprically gathered Cumulative Distribution Functions (CDF s) to make predictions from correlated measurement streams. Experimen ..."
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Cited by 35 (3 self)
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This paper describes a new technique in the Network Weather Service for producing multi-variate forecasts. The new technique uses the NWS's univariate forecasters and emprically gathered Cumulative Distribution Functions (CDF s) to make predictions from correlated measurement streams
Multivariate Resource Performance Forecasting in the Network Weather Service ∗†
"... This paper describes a new technique in the Network Weather Service for producing multi-variate forecasts. The new technique uses the NWS’s univariate forecasters and emprically gathered Cumulative Distribution Functions (CDF s) to make predictions from correlated measurement streams. Experimental r ..."
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This paper describes a new technique in the Network Weather Service for producing multi-variate forecasts. The new technique uses the NWS’s univariate forecasters and emprically gathered Cumulative Distribution Functions (CDF s) to make predictions from correlated measurement streams. Experimental
Adaptive Timeout Discovery using the Network Weather Service
- In 11th International Symposium on High Performance Distributed Computing (HPDC-11
, 2002
"... this paper, we present a novel methodology for improving the performance and dependability of application-level messaging in Grid systems. Based on the Network Weather Service, our system uses non-parametric statistical forecasts of requestresponse times to automatically determine message timeouts. ..."
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Cited by 7 (5 self)
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this paper, we present a novel methodology for improving the performance and dependability of application-level messaging in Grid systems. Based on the Network Weather Service, our system uses non-parametric statistical forecasts of requestresponse times to automatically determine message timeouts
Implementing a Performance Forecasting System for Metacomputing: The Network Weather Service
- In Proceedings of Supercomputing ’97
, 1997
"... In this paper we describe the design and implementation of a system called the Network Weather Service (NWS) that takes periodic measurements of deliverable resource performance from distributed networked resources, and uses numerical models to dynamically generate forecasts of future performance l ..."
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Cited by 104 (3 self)
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In this paper we describe the design and implementation of a system called the Network Weather Service (NWS) that takes periodic measurements of deliverable resource performance from distributed networked resources, and uses numerical models to dynamically generate forecasts of future performance
Synchronizing Network Probes to avoid Measurement Intrusiveness with the Network Weather Service
- In 9th IEEE High-performance Distributed Computing Conference
, 2000
"... In this paper we present a scalable protocol for conducting periodic probes of network performance in a way that minimizes collisions between separate probes. The goal of the protocol is to enable active performance monitoring of large-scale distributed computational systems and networks. We use the ..."
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Cited by 25 (3 self)
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the protocol to generate time series of measurement data that are then exposed to numerical forecasting models when a prediction of network performance is required. We present the protocol and demonstrate its effectiveness using the Network Weather Service --- a tool for dynamically predicting network, CPU
Automatic deployment of the Network Weather Service using the Effective Network View
, 2003
"... The monitoring infrastructure constitutes a key component of any Grid middleware. The Network Weather Service (NWS) is the most commonly used tool to fulfill this need. Unfortunately, users have to deploy the NWS manually, which can be very tedious and error-prone. This paper introduces a method bas ..."
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Cited by 3 (1 self)
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The monitoring infrastructure constitutes a key component of any Grid middleware. The Network Weather Service (NWS) is the most commonly used tool to fulfill this need. Unfortunately, users have to deploy the NWS manually, which can be very tedious and error-prone. This paper introduces a method
Representing Dynamic Performance Information in Grid Environments with the Network Weather Service
"... In this paper, we discuss requirements for integrating dynamic performance information from the Network Weather Service (NWS) into the Grid Information Service infrastructure (GIS). We describe the object model that NWS uses internally and provide some rationale for its structure. Finally, we presen ..."
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Cited by 24 (6 self)
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In this paper, we discuss requirements for integrating dynamic performance information from the Network Weather Service (NWS) into the Grid Information Service infrastructure (GIS). We describe the object model that NWS uses internally and provide some rationale for its structure. Finally, we
Results 1 - 10
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1,243,328
