Measuring bottleneck link speed in packet-switched networks
Performance Evaluation
Using pathchar to estimate Internet link characteristics
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
PC based precision timing without GPS
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Network Management Standards: SNMP, CMIP, TMN, MIBs and Object Libraries
Network Management Standards: SNMP, CMIP, TMN, MIBs and Object Libraries
Active probing using packet quartets
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Network Characterization Service (NCS)
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
Nettimer: a tool for measuring bottleneck link, bandwidth
USITS'01 Proceedings of the 3rd conference on USENIX Symposium on Internet Technologies and Systems - Volume 3
Evaluation and characterization of available bandwidth probing techniques
IEEE Journal on Selected Areas in Communications
Deep scientific computing requires deep data
IBM Journal of Research and Development
Techniques for available bandwidth measurement in IP networks: a performance comparison
Computer Networks: The International Journal of Computer and Telecommunications Networking
Network system design affects distributed parallel computing
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Laboratory-based calibration of available bandwidth estimation tools
Microprocessors & Microsystems
Inline bandwidth measurement techniques for gigabit networks
International Journal of Internet Protocol Technology
PBProbe: A capacity estimation tool for high speed networks
Computer Communications
Techniques for available bandwidth measurement in IP networks: A performance comparison
Computer Networks: The International Journal of Computer and Telecommunications Networking
IMR-Pathload: robust available bandwidth estimation under end-host interrupt delay
PAM'08 Proceedings of the 9th international conference on Passive and active network measurement
PacketShader: a GPU-accelerated software router
Proceedings of the ACM SIGCOMM 2010 conference
A new form of DOS attack in a cloud and its avoidance mechanism
Proceedings of the 2010 ACM workshop on Cloud computing security workshop
Dynamic adjustment of virtual paths in ATM networks
ICCOM'06 Proceedings of the 10th WSEAS international conference on Communications
Estimating link capacity in high speed networks
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
Speed measurements of residential internet access
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
Unified architecture for network measurement: The case of available bandwidth
Journal of Network and Computer Applications
Estimation of the available bandwidth ratio of a remote link or path segments
Computer Networks: The International Journal of Computer and Telecommunications Networking
International Journal of Handheld Computing Research
Advanced multicast class-based bandwidth over-provisioning
Computer Networks: The International Journal of Computer and Telecommunications Networking
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A large number of tools that attempt to estimate network capacity and available bandwidth use algorithms that are based on measuring packet inter-arrival time. However in recent years network bandwidth has become faster than system input/output (I/O) bandwidth. This means that it is getting harder and harder to estimate capacity and available bandwidth using these techniques. This paper examines the current bandwidth measurement and estimation algorithms, and presents an analysis of how these algorithms might work in a high-speed network environment. This paper also discusses the system resource (hardware and software) issues that affect each of these algorithms, especially running on generic platforms built from off-the-shelf components.