On-line warehouse view maintenance
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Gigascope: a stream database for network applications
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Advanced Indexing Techniques for Wide-Area Network Monitoring
ICDEW '05 Proceedings of the 21st International Conference on Data Engineering Workshops
Enabling Real-Time Querying of Live and Historical Stream Data
SSDBM '07 Proceedings of the 19th International Conference on Scientific and Statistical Database Management
Hyperion: high volume stream archival for retrospective querying
ATC'07 2007 USENIX Annual Technical Conference on Proceedings of the USENIX Annual Technical Conference
Efficient pattern matching over event streams
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Enriching network security analysis with time travel
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
Characterization of failures in an operational IP backbone network
IEEE/ACM Transactions on Networking (TON)
Towards a streaming SQL standard
Proceedings of the VLDB Endowment
Scheduling Updates in a Real-Time Stream Warehouse
ICDE '09 Proceedings of the 2009 IEEE International Conference on Data Engineering
Stream warehousing with DataDepot
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Peta-scale data warehousing at Yahoo!
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
BasisDetect: a model-based network event detection framework
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
What happened in my network: mining network events from router syslogs
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
RRDtrace: Long-term Raw Network Traffic Recording using Fixed-size Storage
MASCOTS '10 Proceedings of the 2010 IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems
Collection and exploration of large data monitoring sets using bitmap databases
TMA'10 Proceedings of the Second international conference on Traffic Monitoring and Analysis
Towards benchmarking stream data warehouses
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
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Network administrators are faced with the increasingly challenging task of monitoring their network's health in real time, drawing upon diverse and voluminous measurement data feeds and extensively mining them. The role of database systems in network monitoring has traditionally been that of data repositories; even if an application uses a database, the application logic is implemented using external programs. While such programs are flexible, they tend to be ad-hoc, opaque, inefficient and hard to maintain over time. In this paper, we propose a new way of implementing network monitoring applications: directly within a database as continually updated tables defined using a declarative query language (SQL). We also address a crucial technical issue with realizing this approach: SQL was designed for set-oriented data transformations, but network monitoring involves sequence-oriented analysis. To solve this problem, we propose an extension to SQL that makes sequence-oriented analysis easier to express and faster to evaluate. Using a prototype implementation in a large-scale production data warehouse, we demonstrate how the declarative sequence-oriented query language simplifies application development and how the associated system optimizations improve application performance.