Web server workload characterization: the search for invariants
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
End-to-end routing behavior in the Internet
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Internet Web servers: workload characterization and performance implications
IEEE/ACM Transactions on Networking (TON)
On routes and multicast trees in the Internet
ACM SIGCOMM Computer Communication Review
On power-law relationships of the Internet topology
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
On the design and performance of prefix-preserving IP traffic trace anonymization
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Analysis of a campus-wide wireless network
Proceedings of the 8th annual international conference on Mobile computing and networking
Observation and analysis of BGP behavior under stress
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
On the bursty evolution of blogspace
WWW '03 Proceedings of the 12th international conference on World Wide Web
Brittle Metrics in Operating Systems Research
HOTOS '99 Proceedings of the The Seventh Workshop on Hot Topics in Operating Systems
A Data Mining Algorithm for Generalized Web Prefetching
IEEE Transactions on Knowledge and Data Engineering
Modeling web requests: a multifractal approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
A first-principles approach to understanding the internet's router-level topology
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
The changing usage of a mature campus-wide wireless network
Proceedings of the 10th annual international conference on Mobile computing and networking
A pragmatic approach to dealing with high-variability in network measurements
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Strategies for sound internet measurement
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Practical routing in delay-tolerant networks
Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking
MANET simulation studies: the incredibles
ACM SIGMOBILE Mobile Computing and Communications Review - Special Issue on Medium Access and Call Admission Control Algorithms for Next Generation Wireless Networks.: The Digital Library version of this issue has a corrected special issue title compared to the one in the print version of the issue.
The devil and packet trace anonymization
ACM SIGCOMM Computer Communication Review
Group formation in large social networks: membership, growth, and evolution
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Structure and evolution of online social networks
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Understanding churn in peer-to-peer networks
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Cell Breathing in Wireless LANs: Algorithms and Evaluation
IEEE Transactions on Mobile Computing
Internet Measurement: Infrastructure, Traffic and Applications
Internet Measurement: Infrastructure, Traffic and Applications
Proceedings of the 16th international conference on World Wide Web
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Youtube traffic characterization: a view from the edge
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Measurement and analysis of online social networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Issues and etiquette concerning use of shared measurement data
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Why we twitter: understanding microblogging usage and communities
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
In search of the elusive ground truth: the internet's as-level connectivity structure
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
What ought a program committee to do?
WOWCS'08 Proceedings of the conference on Organizing Workshops, Conferences, and Symposia for Computer Systems
Proceedings of the first workshop on Online social networks
Characterizing privacy in online social networks
Proceedings of the first workshop on Online social networks
What are our standards for validation of measurement-based networking research?
ACM SIGMETRICS Performance Evaluation Review
Understanding online social network usage from a network perspective
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Characterizing user behavior in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Evolution of an online social aggregation network: an empirical study
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Scalable proximity estimation and link prediction in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Lognormal and Pareto distributions in the Internet
Computer Communications
Where the sidewalk ends: extending the internet as graph using traceroutes from P2P users
Proceedings of the 5th international conference on Emerging networking experiments and technologies
Class-based graph anonymization for social network data
Proceedings of the VLDB Endowment
Research on online social networks: time to face the real challenges
ACM SIGMETRICS Performance Evaluation Review
On the fidelity of 802.11 packet traces
PAM'08 Proceedings of the 9th international conference on Passive and active network measurement
Preserving the privacy of sensitive relationships in graph data
PinKDD'07 Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD
Quantifying the pitfalls of traceroute in AS connectivity inference
PAM'10 Proceedings of the 11th international conference on Passive and active measurement
Research challenges towards the Future Internet
Computer Communications
Modeling on quicksand: dealing with the scarcity of ground truth in interdomain routing data
ACM SIGCOMM Computer Communication Review
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Nearly three decades of Internet measurement has resulted in large-scale global infrastructures used by an increasing number of researchers. They have examined various Internet properties in areas such as network infrastructure (routers, links), traffic (measurement at packet, flow, and session level) and applications (DNS, Web, P2P, Online Social Networks, etc.) and presented results in diverse venues. Key related topics like security and privacy have also been explored. There is however a lack of clearly articulated standards that reduce the probability of common mistakes made in studies involving measurements, their analysis and modeling. A community-wide effort is likely to foster fidelity in datasets obtained from measurements and reused in subsequent studies. We present a Socratic approach as steps towards a solution to this problem by enumerating a sequence of questions that can be answered relatively quickly by both measurers and reusers of datasets. To illustrate the applicability and appropriateness of the questions we answer them for a number of past and current measurement studies.