Automated packet trace analysis of TCP implementations
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
On calibrating measurements of packet transit times
SIGMETRICS '98/PERFORMANCE '98 Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Measurements and analysis of end-to-end Internet dynamics
Measurements and analysis of end-to-end Internet dynamics
Bro: a system for detecting network intruders in real-time
Computer Networks: The International Journal of Computer and Telecommunications Networking
Difficulties in simulating the internet
IEEE/ACM Transactions on Networking (TON)
PC based precision timing without GPS
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Measurement and classification of out-of-sequence packets in a tier-1 IP backbone
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Observation and analysis of BGP behavior under stress
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
ICNP '02 Proceedings of the 10th IEEE International Conference on Network Protocols
A high-level programming environment for packet trace anonymization and transformation
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Estimating loss rates with TCP
ACM SIGMETRICS Performance Evaluation Review
Design and implementation of netdude, a framework for packet trace manipulation
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
Network intrusion detection: evasion, traffic normalization, and end-to-end protocol semantics
SSYM'01 Proceedings of the 10th conference on USENIX Security Symposium - Volume 10
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Expanding confidence in network simulations
IEEE Network: The Magazine of Global Internetworking
Packet-level traffic measurements from the Sprint IP backbone
IEEE Network: The Magazine of Global Internetworking
Improving accuracy in end-to-end packet loss measurement
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
The internet measurement data catalog
ACM SIGCOMM Computer Communication Review
The devil and packet trace anonymization
ACM SIGCOMM Computer Communication Review
Using PlanetLab for network research: myths, realities, and best practices
ACM SIGOPS Operating Systems Review
Community-oriented network measurement infrastructure (CONMI) workshop report
ACM SIGCOMM Computer Communication Review
On the impact of research network based testbeds on wide-area experiments
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Laboratory-based calibration of available bandwidth estimation tools
Microprocessors & Microsystems
Improving application QoS with residential multihoming
Computer Networks: The International Journal of Computer and Telecommunications Networking
Issues and etiquette concerning use of shared measurement data
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Fidelity and yield in a volcano monitoring sensor network
OSDI '06 Proceedings of the 7th symposium on Operating systems design and implementation
A geometric approach to improving active packet loss measurement
IEEE/ACM Transactions on Networking (TON)
Discarte: a disjunctive internet cartographer
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
What are our standards for validation of measurement-based networking research?
ACM SIGMETRICS Performance Evaluation Review
Architecture of Multiagent Internet Measurement System MWING Release 2
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Review: Passive internet measurement: Overview and guidelines based on experiences
Computer Communications
On the fidelity of 802.11 packet traces
PAM'08 Proceedings of the 9th international conference on Passive and active network measurement
SCUBA: focus and context for real-time mesh network health diagnosis
PAM'08 Proceedings of the 9th international conference on Passive and active network measurement
Measurement lab: overview and an invitation to the research community
ACM SIGCOMM Computer Communication Review
An efficient and lightweight method for Service Level Agreement assessment
Computer Networks: The International Journal of Computer and Telecommunications Networking
A Socratic method for validation of measurement-based networking research
Computer Communications
A case study of the accuracy of SNMP measurements
Journal of Electrical and Computer Engineering
An experimentation workbench for replayable networking research
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
Proceedings of the First Workshop on Building Analysis Datasets and Gathering Experience Returns for Security
Peeling away timing error in netflow data
PAM'11 Proceedings of the 12th international conference on Passive and active measurement
Characterizing Intelligence Gathering and Control on an Edge Network
ACM Transactions on Internet Technology (TOIT)
Experimental challenges in cyber security: a story of provenance and lineage for malware
CSET'11 Proceedings of the 4th conference on Cyber security experimentation and test
Using metadata to improve experiment reliability in shared environments
TMA'12 Proceedings of the 4th international conference on Traffic Monitoring and Analysis
Unified architecture for network measurement: The case of available bandwidth
Journal of Network and Computer Applications
Learning from early attempts to measure information security performance
CSET'12 Proceedings of the 5th USENIX conference on Cyber Security Experimentation and Test
Experience with a middleware infrastructure for service oriented financial applications
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Detection and classification of peer-to-peer traffic: A survey
ACM Computing Surveys (CSUR)
What's in a name?: decoding router interface names
Proceedings of the 5th ACM workshop on HotPlanet
Active techniques for available bandwidth estimation: comparison and application
DataTraffic Monitoring and Analysis
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Conducting an Internet measurement study in a sound fashion can be much more difficult than it might first appear. We present a number of strategies drawn from experiences for avoiding or overcoming some of the pitfalls. In particular, we discuss dealing with errors and inaccuracies; the importance of associating meta-data with measurements; the technique of calibrating measurements by examining outliers and testing for consistencies; difficulties that arise with large-scale measurements; the utility of developing a discipline for reliably reproducing analysis results; and issues with making datasets publicly available. We conclude with thoughts on the sorts of tools and community practices that can assist researchers with conducting sound measurement studies.