STOC '98 Proceedings of the thirtieth annual ACM symposium on Theory of computing
Embedding tree metrics into low dimensional Euclidean spaces
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
King: estimating latency between arbitrary internet end hosts
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Constructing internet coordinate system based on delay measurement
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Virtual landmarks for the internet
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
PIC: Practical Internet Coordinates for Distance Estimation
ICDCS '04 Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS'04)
Vivaldi: a decentralized network coordinate system
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Modeling distances in large-scale networks by matrix factorization
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Internet routing policies and round-trip-times
PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
On suitability of Euclidean embedding of internet hosts
SIGMETRICS '06/Performance '06 Proceedings of the joint international conference on Measurement and modeling of computer systems
Real attacks on virtual networks: Vivaldi out of tune
Proceedings of the 2006 SIGCOMM workshop on Large-scale attack defense
Measurement based analysis, modeling, and synthesis of the internet delay space
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
A structural approach to latency prediction
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Supporting network coordinates on PlanetLab
WORLDS'05 Proceedings of the 2nd conference on Real, Large Distributed Systems - Volume 2
Securing internet coordinate embedding systems
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Towards network triangle inequality violation aware distributed systems
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
iPlane: an information plane for distributed services
OSDI '06 Proceedings of the 7th symposium on Operating systems design and implementation
On the accuracy of decentralized virtual coordinate systems in adversarial networks
Proceedings of the 14th ACM conference on Computer and communications security
Scalable multicasting with network-aware geometric overlay
Computer Communications
CHESS: An application-aware space for enhanced scalable services in overlay networks
Computer Communications
Practical large-scale latency estimation
Computer Networks: The International Journal of Computer and Telecommunications Networking
Broker-placement in latency-aware peer-to-peer networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Virtual networks under attack: disrupting internet coordinate systems
CoNEXT '06 Proceedings of the 2006 ACM CoNEXT conference
Distributed algorithms for stable and secure network coordinates
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
On the internet delay space dimensionality
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
TR-clustering: Alleviating the impact of false clustering on P2P overlay networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
P2P Networking and Applications
P2P Networking and Applications
Triangle Inequality and Routing Policy Violations in the Internet
PAM '09 Proceedings of the 10th International Conference on Passive and Active Network Measurement
Distributed content delivery using load-aware network coordinates
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Characteristics of Internet Latency and Their Impact on Distance Prediction Accuracy
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
On the treeness of internet latency and bandwidth
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Phoenix: Towards an Accurate, Practical and Decentralized Network Coordinate System
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
SDEC: A P2P Semantic Distance Embedding Based on Virtual Coordinate System
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Triangle inequality variations in the internet
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Sniper: social-link defense for network coordinate systems
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
A cluster based approach for network distance embedding
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Application performance metrics for evaluating delay estimation schemes
APCC'09 Proceedings of the 15th Asia-Pacific conference on Communications
On suitability of Euclidean embedding for host-based network coordinate systems
IEEE/ACM Transactions on Networking (TON)
Measurement-based analysis, modeling, and synthesis of the internet delay space
IEEE/ACM Transactions on Networking (TON)
Veracity: a fully decentralized service for securing network coordinate systems
IPTPS'08 Proceedings of the 7th international conference on Peer-to-peer systems
Veracity: practical secure network coordinates via vote-based agreements
USENIX'09 Proceedings of the 2009 conference on USENIX Annual technical conference
Robust Decentralized Virtual Coordinate Systems in Adversarial Environments
ACM Transactions on Information and System Security (TISSEC)
Scalable and systematic Internet-wide path and delay estimation from existing measurements
Computer Networks: The International Journal of Computer and Telecommunications Networking
Dynamic landmark triangles: A simple and efficient mechanism for inter-host latency estimation
Computer Networks: The International Journal of Computer and Telecommunications Networking
Indexing Network Structure with Shortest-Path Trees
ACM Transactions on Knowledge Discovery from Data (TKDD)
The Frog-Boiling Attack: Limitations of Secure Network Coordinate Systems
ACM Transactions on Information and System Security (TISSEC)
REED: Optimizing first person shooter game server discovery using network coordinates
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
CloudGPS: a scalable and ISP-friendly server selection scheme in cloud computing environments
Proceedings of the 2012 IEEE 20th International Workshop on Quality of Service
DMFSGD: a decentralized matrix factorization algorithm for network distance prediction
IEEE/ACM Transactions on Networking (TON)
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Internet coordinate systems embed Round-Trip-Times (RTTs) between Internet nodes into some geometric space so that unmeasured RTTs can be estimated using distance computation in that space. If accurate, such techniques would allow us to predict Internet RTTs without extensive measurements. The published techniques appear to work very well when accuracy is measured using metrics such as absolute relative error. Our main observation is that absolute relative error tells us very little about the quality of an embedding as experienced by a user. We define several new accuracy metrics that attempt to quantify various aspects of user-oriented quality. Evaluation of current Internet coordinate systems using our new metrics indicates that their quality is not as high as that suggested by the use of absolute relative error.