Trajectory sampling for direct traffic observation
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Processing complex aggregate queries over data streams
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Measuring ISP topologies with rocketfuel
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
New directions in traffic measurement and accounting: Focusing on the elephants, ignoring the mice
ACM Transactions on Computer Systems (TOCS)
Simple network performance tomography
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
An algebraic approach to practical and scalable overlay network monitoring
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Towards unbiased end-to-end network diagnosis
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
A measurement-friendly network (MFN) architecture
Proceedings of the 2006 SIGCOMM workshop on Internet network management
OSPF monitoring: architecture, design and deployment experience
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
iPlane: an information plane for distributed services
OSDI '06 Proceedings of the 7th USENIX Symposium on Operating Systems Design and Implementation - Volume 7
Every microsecond counts: tracking fine-grain latencies with a lossy difference aggregator
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Automated debugging of SLO violations in enterprise systems
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
Proceedings of the ACM SIGCOMM 2010 conference
Enabling flow-level latency measurements across routers in data centers
Hot-ICE'11 Proceedings of the 11th USENIX conference on Hot topics in management of internet, cloud, and enterprise networks and services
Fine-grained latency and loss measurements in the presence of reordering
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Fine-grained latency and loss measurements in the presence of reordering
ACM SIGMETRICS Performance Evaluation Review - Performance evaluation review
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Customers are increasingly demanding service-level guarantees from ISPs. Unfortunately, ISPs today have limited ability to measure and monitor their own networks. ISPs use active probes for monitoring network health and use tomographic approaches to localize any end-to-end problems observed, which are typically postulated as underconstrained problems, and hence, often limited in accuracy. Active probes are also fundamentally unscalable; operators cannot afford to inject them at high frequencies. We present an architecture, mPlane, that addresses these problems. The key idea in mPlane is to break paths into segments consisting of router forwarding paths and links, and conduct measurements on a per-segment basis. Node measurements are obtained through scalable high-fidelity hardware primitives, while the link measurements are conducted using segment-level active probes at low frequencies. Unfortunately, upgrading all routers with these primitives faces significant deployment hurdles; we propose an incremental deployment strategy that picks the most important routers to upgrade. Our simulations with RocketFuel topologies indicate a partial deployment on 15% of an ISP's routers can yield two orders of magnitude decrease in measurement overhead, and reduce the average localization granularity from 4 hops to about 1.5.