C4.5: programs for machine learning
C4.5: programs for machine learning
Incremental Induction of Decision Trees
Machine Learning
User-level internet path diagnosis
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
STRIDER: A Black-box, State-based Approach to Change and Configuration Management and Support
LISA '03 Proceedings of the 17th USENIX conference on System administration
Capturing, indexing, clustering, and retrieving system history
Proceedings of the twentieth ACM symposium on Operating systems principles
WiFiProfiler: cooperative diagnosis in wireless LANs
Proceedings of the 4th international conference on Mobile systems, applications and services
Jigsaw: solving the puzzle of enterprise 802.11 analysis
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Automated known problem diagnosis with event traces
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Detecting BGP configuration faults with static analysis
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
IP fault localization via risk modeling
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Automatic misconfiguration troubleshooting with peerpressure
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Towards highly reliable enterprise network services via inference of multi-level dependencies
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
AutoBash: improving configuration management with operating system causality analysis
Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
Towards automated performance diagnosis in a large IPTV network
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Detailed diagnosis in enterprise networks
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Is it me?: understanding the impact of the home network on end-to-end measurements
Proceedings of the 5th international student workshop on Emerging networking experiments and technologies
Who's hogging the bandwidth: the consequences of revealing the invisible in the home
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Detecting the performance impact of upgrades in large operational networks
Proceedings of the ACM SIGCOMM 2010 conference
Proceedings of the 2010 ACM SIGCOMM workshop on Home networks
Proceedings of the 6th International COnference
Enabling configuration-independent automation by non-expert users
OSDI'10 Proceedings of the 9th USENIX conference on Operating systems design and implementation
ACM SIGCOMM Computer Communication Review
Advancing the state of home networking
Communications of the ACM
MassConf: automatic configuration tuning by leveraging user community information
Proceedings of the 2nd ACM/SPEC International Conference on Performance engineering
Proceedings of the 2nd ACM SIGCOMM workshop on Home networks
Trouble shooting interactive web sessions in a home environment
Proceedings of the 2nd ACM SIGCOMM workshop on Home networks
Argumentation-based fault diagnosis for home networks
Proceedings of the 2nd ACM SIGCOMM workshop on Home networks
Understanding 802.11 performance in heterogeneous environments
Proceedings of the 2nd ACM SIGCOMM workshop on Home networks
Large-scale app-based reporting of customer problems in cellular networks: potential and limitations
Proceedings of the first ACM SIGCOMM workshop on Measurements up the stack
Anonygator: privacy and integrity preserving data aggregation
Proceedings of the ACM/IFIP/USENIX 11th International Conference on Middleware
Deja vu: fingerprinting network problems
Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies
Can user-level probing detect and diagnose common home-WLAN pathologies
ACM SIGCOMM Computer Communication Review
End-user perspectives of Internet connectivity problems
Computer Networks: The International Journal of Computer and Telecommunications Networking
Probe and pray: using UPnP for home network measurements
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
Refactoring network infrastructure to improve manageability: a case study of home networking
ACM SIGCOMM Computer Communication Review
Automated home network troubleshooting with device collaboration
Proceedings of the 2012 ACM conference on CoNEXT student workshop
Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles
ACM SIGOPS 24th Symposium on Operating Systems Principles
Do not blame users for misconfigurations
Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles
Characterizing home network traffic: an inside view
Personal and Ubiquitous Computing
Adtributor: revenue debugging in advertising systems
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
NetCheck: network diagnoses from blackbox traces
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
| Hi-index | 0.02 |
Networks and networked applications depend on several pieces of configuration information to operate correctly. Such information resides in routers, firewalls, and end hosts, among other places. Incorrect information, or misconfiguration, could interfere with the running of networked applications. This problem is particularly acute in consumer settings such as home networks, where there is a huge diversity of network elements and applications coupled with the absence of network administrators. To address this problem, we present NetPrints, a system that leverages shared knowledge in a population of users to diagnose and resolve misconfigurations. Basically, if a user has a working network configuration for an application or has determined how to rectify a problem, we would like this knowledge to be made available automatically to another user who is experiencing the same problem. NetPrints accomplishes this task by applying decision tree based learning on working and nonworking configuration snapshots and by using network traffic based problem signatures to index into configuration changes made by users to fix problems. We describe the design and implementation of NetPrints, and demonstrate its effectiveness in diagnosing a variety of home networking problems reported by users.