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throughput prediction

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A Machine Learning Approach to TCP Throughput Prediction
TCP throughput prediction is an important capability in wide area overlay and multi-homed networks where multiple paths may exist between data sources and receivers. This paper describes a new, lightweight method for TCP throughput prediction that can generate accurate forecasts for a broad range of file sizes and path conditions....
Tags: Author, TCP, TCP Throughput Prediction, Throughput Prediction, Tcp/Ip, Networking
White papers 2007-07-16

Additional Resources

On the Predictability of Large Transfer TCP Throughput
With the advent of overlay and peer-to-peer networks, Grid computing, and CDNs, network performance prediction becomes an essential task. Predicting the throughput of large TCP transfers, in particular, has attracted much attention. This paper focuses on the design, empirical evaluation, and analysis of TCP throughput predictors for a broad class...
Tags: Network, TCP, Formula Based Prediction, Tcp/Ip, Networking
White papers 2007-01-01
Joint Channel Estimation and Prediction for OFDM Systems
Adaptive OFDM improves the system throughput by adjusting transmission parameters based on Channel State Information CSI estimated at or received by the transmitter. The improvement, however, is conditioned on the quality of the CSI, which can be compromised by estimation and quantization errors, and more significantly by delay. Channel prediction...
Tags: Estimation, Algorithm, University Of Texas, Adaptive OFDM, Channel Prediction, OFDM, Wi-Fi, Engineering, Wireless
White papers 2005-08-01
Model-Based Resource Prediction for Multi-Hop Wireless Networks
Ad hoc networks have been proposed for a variety of applications where support for real time, multimedia services may be necessary. This requires that the network is able to offer Quality of Service QoS appropriate for the latency and throughput bounds needed to meet the real time constraint. An important...
Tags: Multimedia, QoS, Network, University Of California, Networking
White papers
Lotto007 Prediction Expert (exe)
Use Lottery Software Lotto007 Prediction Expert to help you predict the next lottery drawings. Analyze previous drawings, prediction next drawings. It is not random, use Lotto007 Prediction Expert, with minimum of put into and acquire biggest repay. Warning: This software can only be used as reference, the risk is taken...
Tags: Lottery, Tools & Techniques, Strategy, Management
Software downloads 2007-12-18
H.264-Compatible Spatially Scalable Video Coding With In-band Prediction
In this paper, a H.264 compatible spatially scalable video coding method with in-band prediction is proposed which taking advantages from both the high coding efficiency of H.264 coding scheme and the attractive performance of in-band Overcomplete Discrete Wavelet Transform ODWT in wavelet-wavelet-domain motion estimation and motion compensation. Four MV domain...
Tags: Video, H.264, Prediction Mode
White papers 2005-08-04
Path Prediction Through Data Mining
Context-awareness is viewed as one of the most important aspects in the emerging ubiquitous computing paradigm. However, mobile applications are required to operate in pervasive computing environments of dynamic nature. Such applications predict the appropriate context in their environment in order to act efficiently. A context model, which deals with...
Tags: Ubiquitous Computing, Data Mining, Classification, Prediction, University Of Athens, Context-awareness
White papers 2007-02-18
Performance Bounds in OFDM Channel Prediction
OFDM channel prediction algorithms have been proposed to combat feedback delay in adaptive OFDM systems. However, no simple closed-form expression that relates prediction Mean-Square Error MSE with the design parameters in OFDM channel prediction has been reported in the literature. This paper attempts to fill that gap by deriving simple...
Tags: Performance, Bound, Channel Prediction, OFDM, Wireless
White papers 2005-11-26
Real Time Destination Prediction Based on Efficient Routes
This paper presents a novel method for predicting the location of a driver's destination during the drive. Such a prediction can be used to help decide which information to automatically present to the driver, depending on where the driver is going. The prediction is based on the common intuition that...
Tags: Driver, Prediction, GPS, Handhelds, Consumer Electronics, Personal Technology, Hardware
White papers 2006-01-06
TCP Prediction for Adaptive Applications
Adaptive applications, such as real-time multimedia streaming applications, are increasingly using TCP as their underlying transport protocol. To adapt the content, an elastic application needs a prediction of the future available bandwidth. Unfortunately, the socket API does not allow an application to get information from the transport layer. Therefore, this...
Tags: Application, TCP, Deutsche Telekom AG, Tcp/Ip, Networking
White papers 2007-07-15
Optimizing WAN Performance for the Global Enterprise
To enhance Wide Area Network WAN throughput, Intel IT conducted a Proof of Concept PoC study to investigate new WAN optimization technologies and products. This paper achieved significant benefits to WAN throughput in their test network and in a pilot production network using devices that incorporated a variety of optimization...
Tags: Throughput, Network, Intel Corp., WANs, Networking, Network Technology
White papers 2006-05-01
Disk Monitor (exe)
Periodically checks your disk drives for failure prediction indications as provided by the disk drive SMART status and Drive Failure Prediction status. Pop-up notification if a problem is detected. Also monitors hard drive free space.
Tags: Monitor, Disk, Disk Drive
Software downloads 2005-10-24
LiPS: Efficient P2P Search Scheme With Novel Link Prediction Techniques
The usability of Peer-to-Peer (P2P) file sharing systems highly depends on their search (or query, content routing) efficiency. This paper presents LiPS: an efficient P2P search scheme with novel link prediction techniques. LiPS is a natural combination of recent technical thrusts from two different disciplines, namely; the exploitation of user...
Tags: Technique, P2P, LiPS, Peer To Peer (P2P), Internet
White papers 2006-09-28
Internal Software Prediction Metrics Survey
Internal Software Prediction Metrics SurveyHi,My name is Ali and I am a student at Bournemouth University in England. I am currently trying to asses the application and use of internal software prediction metrics in the decision to stop testing software for my final Advanced Computing masters project.To do this I...
Tags: Tools & Techniques, ISPMetrics@..., software
Discussion threads 2007-08-29
An Extension of the TCP Steady-State Throughput Equation for Parallel TCP Flows
Almost a decade after its publication in, the steady-state throughput equation of TCP by Padhye et al. remains the most widely used method for calculating the throughput that a TCP sender obtains under certain environment conditions. While there is now a wealth of other models available, many of which are...
Tags: TCP, Tcp/Ip, Networking
White papers 2007-06-27
Throughput and Transmission Capacity of Ad Hoc Networks With Channel State Information
This paper develops a general framework for deriving the spatial throughput and transmission capacity of spatially Poisson distributed ad hoc networks for random (e.g., fading) channels, and random transmission distances. In both of these scenarios the randomness of the channels and ranges invariably lowers both throughput and transmission capacity assuming...
Tags: Channel, Advertisement, Throughput, Transmission Capacity, Networking
White papers 2006-07-05
Short Paper: Data Mining-Based Fault Prediction and Detection on the Grid
This paper describes a novel approach to fault detection and prediction on the Grid based on data mining techniques. Data mining techniques are here applied as a mean to effectively process the significant amount of captured data from Grid sites, services, workflows and activities. The paper provides a first approach...
Tags: Technique, Grid, Prediction, University Of Innsbruck, Data Mining Technique, Data Mining, Business Intelligence, Productivity, Marketing Research, Databases, Enterprise Software, Software, Data Management, Marketing
White papers 2006-06-12
Cisco PIX 501 Throughput
Hi All,Im looking for somewhere or someone that can give me accurate information about the throughput of a Cisco PIX 501. Cisco's site lists these specs as 60mbps clear txt and 3-6mbps for vpn traffic, depending on encryption, what i need to know is: if i have 2 or more...
Tags: Cisco Systems Inc., Cisco PIX 501, adam.aquilina@..., security, vpn, cisco, firewall, networking, pix, Cisco PIX Firewall
Discussion threads 2007-02-14
CDMA Channel Parameters Maximizing TCP Throughput
A single TCP session traversing a wireless channel is considered in this paper, with a constant SIgnal to Noise Ratio SINR at the receiver. The problem of determining the optimal transmission energy per bit is considered, to maximize TCP throughput. Specifically, in the case where direct sequence spread spectrum modulation...
Tags: Throughput, CDMA, TCP, Tcp/Ip, Networking
White papers 2007-01-01
DiskCheckup (zip)
DiskCheckup measures the performance and 'health' of your S.M.A.R.T. enabled hard disk drive. It compares current hard disk attributes to values determined by the manufacturer of the HDD. It can track changes to the attributes over time and make a extrapolated 'prediction' as to the failure date of the HDD....
Tags: Hard Drive, PassMark Software, DiskCheckup
Software downloads 2007-06-26
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