Daytona and the fourth-generation language Cymbal
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Models and issues in data stream systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Gigascope: high performance network monitoring with an SQL interface
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
The MD-join: An Operator for Complex OLAP
Proceedings of the 17th International Conference on Data Engineering
Tribeca: a system for managing large databases of network traffic
ATEC '98 Proceedings of the annual conference on USENIX Annual Technical Conference
Monitoring streams: a new class of data management applications
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Space-code bloom filter for efficient traffic flow measurement
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Characterizing memory requirements for queries over continuous data streams
ACM Transactions on Database Systems (TODS)
Caching queues in memory buffers
SODA '04 Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete algorithms
Accurate, scalable in-network identification of p2p traffic using application signatures
Proceedings of the 13th international conference on World Wide Web
Characterization of a large web site population with implications for content delivery
Proceedings of the 13th international conference on World Wide Web
Data streaming algorithms for efficient and accurate estimation of flow size distribution
Proceedings of the joint international conference on Measurement and modeling of computer systems
Holistic UDAFs at streaming speeds
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Adaptive ordering of pipelined stream filters
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Exploiting k-constraints to reduce memory overhead in continuous queries over data streams
ACM Transactions on Database Systems (TODS)
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
NESTREAM: querying nested streams
ACM SIGMOD Record
Spatio-temporal aggregates over raster image data
Proceedings of the 12th annual ACM international workshop on Geographic information systems
Operator scheduling in data stream systems
The VLDB Journal — The International Journal on Very Large Data Bases
Finding hot query patterns over an XQuery stream
The VLDB Journal — The International Journal on Very Large Data Bases
Effective Computation of Biased Quantiles over Data Streams
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
ATMEN: a triggered network measurement infrastructure
WWW '05 Proceedings of the 14th international conference on World Wide Web
Analysis of multimedia workloads with implications for internet streaming
WWW '05 Proceedings of the 14th international conference on World Wide Web
A robust system for accurate real-time summaries of internet traffic
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Space efficient mining of multigraph streams
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Sampling algorithms in a stream operator
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Fault-tolerance in the Borealis distributed stream processing system
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Holistic aggregates in a networked world: distributed tracking of approximate quantiles
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Multiple aggregations over data streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Semantics and evaluation techniques for window aggregates in data streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
BRAID: stream mining through group lag correlations
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Sketching streams through the net: distributed approximate query tracking
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Summarizing and mining inverse distributions on data streams via dynamic inverse sampling
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Customizable parallel execution of scientific stream queries
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Streaming pattern discovery in multiple time-series
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Content-based routing: different plans for different data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
A heartbeat mechanism and its application in gigascope
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Robust real-time query processing with QStream
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Secure distributed data-mining and its application to large-scale network measurements
ACM SIGCOMM Computer Communication Review
Approximately detecting duplicates for streaming data using stable bloom filters
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Communication-efficient distributed monitoring of thresholded counts
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
On-the-fly sharing for streamed aggregation
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
The CQL continuous query language: semantic foundations and query execution
The VLDB Journal — The International Journal on Very Large Data Bases
InteMon: continuous mining of sensor data in large-scale self-infrastructures
ACM SIGOPS Operating Systems Review
PRIMED: community-of-interest-based DDoS mitigation
Proceedings of the 2006 SIGCOMM workshop on Large-scale attack defense
Delving into internet streaming media delivery: a quality and resource utilization perspective
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
A data stream language and system designed for power and extensibility
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Maximizing the sustained throughput of distributed continuous queries
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Framework for bringing data streams to the grid
Scientific Programming - AxGrids 2004
A priority random sampling algorithm for time-based sliding windows over weighted streaming data
Proceedings of the 2007 ACM symposium on Applied computing
Fast data stream algorithms using associative memories
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Sharing aggregate computation for distributed queries
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Streaming in a connected world: querying and tracking distributed data streams
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Measurements, analysis, and modeling of BitTorrent-like systems
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
The power of slicing in internet flow measurement
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
FFPF: fairly fast packet filters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Estimating statistical aggregates on probabilistic data streams
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Sketching unaggregated data streams for subpopulation-size queries
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Condensative stream query language for data streams
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Intelligent system monitoring on large clusters
DMSN '06 Proceedings of the 3rd workshop on Data management for sensor networks: in conjunction with VLDB 2006
Distributed set-expression cardinality estimation
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Query languages and data models for database sequences and data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
QStream: deterministic querying of data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Towards real-time performance monitoring for encrypted traffic
Proceedings of the 2007 SIGCOMM workshop on Internet network management
Finding hierarchical heavy hitters in streaming data
ACM Transactions on Knowledge Discovery from Data (TKDD)
Indexable PLA for efficient similarity search
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
STAR: self-tuning aggregation for scalable monitoring
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Fault-tolerance in the borealis distributed stream processing system
ACM Transactions on Database Systems (TODS)
Algorithms and metrics for processing multiple heterogeneous continuous queries
ACM Transactions on Database Systems (TODS)
Efficient Similarity Search over Future Stream Time Series
IEEE Transactions on Knowledge and Data Engineering
A router-based technique to mitigate reduction of quality (RoQ) attacks
Computer Networks: The International Journal of Computer and Telecommunications Networking
On-demand view materialization and indexing for network forensic analysis
NETB'07 Proceedings of the 3rd USENIX international workshop on Networking meets databases
Hyperion: high volume stream archival for retrospective querying
ATC'07 2007 USENIX Annual Technical Conference on Proceedings of the USENIX Annual Technical Conference
Approximate continuous querying over distributed streams
ACM Transactions on Database Systems (TODS)
Graph summarization with bounded error
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Query-aware partitioning for monitoring massive network data streams
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Scaling issues in network monitoring
SSPS '08 Proceedings of the 2nd international workshop on Scalable stream processing system
Optimizing away joins on data streams
SSPS '08 Proceedings of the 2nd international workshop on Scalable stream processing system
Maintaining very large random samples using the geometric file
The VLDB Journal — The International Journal on Very Large Data Bases
LOBSTER: a European platform for passive network traffic monitoring
Proceedings of the 4th International Conference on Testbeds and research infrastructures for the development of networks & communities
Enriching network security analysis with time travel
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
Estimating statistical aggregates on probabilistic data streams
ACM Transactions on Database Systems (TODS)
Summarizing Two-Dimensional Data with Skyline-Based Statistical Descriptors
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
A Semantics for a Query Language over Sensors, Streams and Relations
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
Design of an IP Flow Record Query Language
AIMS '08 Proceedings of the 2nd international conference on Autonomous Infrastructure, Management and Security: Resilient Networks and Services
Out-of-order processing: a new architecture for high-performance stream systems
Proceedings of the VLDB Endowment
Fault-tolerant stream processing using a distributed, replicated file system
Proceedings of the VLDB Endowment
GS-TMS: a global stream-based threat monitor system
Proceedings of the VLDB Endowment
Anomaly-free incremental output in stream processing
Proceedings of the 17th ACM conference on Information and knowledge management
Stream sampling for variance-optimal estimation of subset sums
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Robust network monitoring in the presence of non-cooperative traffic queries
Computer Networks: The International Journal of Computer and Telecommunications Networking
Semantics and implementation of continuous sliding window queries over data streams
ACM Transactions on Database Systems (TODS)
Stream processing in data-driven computational science
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
Exploiting the power of relational databases for efficient stream processing
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Flexible and scalable storage management for data-intensive stream processing
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Real-time GPS via Jamdroid server enhanced by TelegraphCQ & augmented by RFID tag
Proceedings of the International Conference on Advances in Computing, Communication and Control
Information processing using data stream management system on Jamdroid
Proceedings of the International Conference on Advances in Computing, Communication and Control
Proceedings of the 18th international conference on World wide web
Counting Flows over Sliding Windows in High Speed Networks
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Small synopses for group-by query verification on outsourced data streams
ACM Transactions on Database Systems (TODS)
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Computer Methods and Programs in Biomedicine
An Approximation Algorithm for Optimizing Multiple Path Tracking Queries over Sensor Data Streams
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Distributed event stream processing with non-deterministic finite automata
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Parallel event processing for content-based publish/subscribe systems
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Fast likelihood search for hidden Markov models
ACM Transactions on Knowledge Discovery from Data (TKDD)
Proceedings of the Symposium on Computer Human Interaction for the Management of Information Technology
The nature of data center traffic: measurements & analysis
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Tools and strategies for debugging distributed stream processing applications
Software—Practice & Experience
Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
Using the graphics processor unit to realize data streaming operations
Proceedings of the 6th Middleware Doctoral Symposium
Supporting views in data stream management systems
ACM Transactions on Database Systems (TODS)
Improving real-time GPS by incorporating telegraphCQ in Jamdroid architecture
ISWPC'09 Proceedings of the 4th international conference on Wireless pervasive computing
Thread cooperation in multicore architectures for frequency counting over multiple data streams
Proceedings of the VLDB Endowment
Design of a Stream-Based IP Flow Record Query Language
DSOM '09 Proceedings of the 20th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management: Integrated Management of Systems, Services, Processes and People in IT
Communities of interest for internet traffic prioritization
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
Stream schema: providing and exploiting static metadata for data stream processing
Proceedings of the 13th International Conference on Extending Database Technology
Distributed stream join query processing with semijoins
Distributed and Parallel Databases
Architecture of a network monitoring element
Euro-Par'06 Proceedings of the CoreGRID 2006, UNICORE Summit 2006, Petascale Computational Biology and Bioinformatics conference on Parallel processing
Passive inspection of sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
On-line predictive load shedding for network monitoring
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
Continuous adaptive mining the thin skylines over evolving data stream
ICDCIT'07 Proceedings of the 4th international conference on Distributed computing and internet technology
Approximate similarity search over multiple stream time series
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Transformation of continuous aggregation join queries over data streams
SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases
Aggregate computation over data streams
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
A framework to enforce access control over data streams
ACM Transactions on Information and System Security (TISSEC)
Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
Streaming multiple aggregations using phantoms
The VLDB Journal — The International Journal on Very Large Data Bases
Scaling a monitoring infrastructure for the Akamai network
ACM SIGOPS Operating Systems Review
California fault lines: understanding the causes and impact of network failures
Proceedings of the ACM SIGCOMM 2010 conference
Cheap and large CAMs for high performance data-intensive networked systems
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
Tuning QoD in stream processing engines
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
Fast Discovery of Group Lag Correlations in Streams
ACM Transactions on Knowledge Discovery from Data (TKDD)
Implementation of a stream-based IP flow record query language
AIMS'10 Proceedings of the Mechanisms for autonomous management of networks and services, and 4th international conference on Autonomous infrastructure, management and security
Processing of flow accounting data in Java: framework design and performance evaluation
EUNICE'10 Proceedings of the 16th EUNICE/IFIP WG 6.6 conference on Networked services and applications: engineering, control and management
Framing the question: detecting and filling spatial-temporal windows
Proceedings of the ACM SIGSPATIAL International Workshop on GeoStreaming
Revisiting the case for a minimalist approach for network flow monitoring
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Speed testing without speed tests: estimating achievable download speed from passive measurements
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Experience in extending query engine for continuous analytics
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Network DVR: a programmable framework for application-aware trace collection
PAM'10 Proceedings of the 11th international conference on Passive and active measurement
NetStore: an efficient storage infrastructure for network forensics and monitoring
RAID'10 Proceedings of the 13th international conference on Recent advances in intrusion detection
Enabling real time data analysis
Proceedings of the VLDB Endowment
NET-FLi: on-the-fly compression, archiving and indexing of streaming network traffic
Proceedings of the VLDB Endowment
Frenetic: a high-level language for OpenFlow networks
Proceedings of the Workshop on Programmable Routers for Extensible Services of Tomorrow
Keeping track of 70,000+ servers: the akamai query system
LISA'10 Proceedings of the 24th international conference on Large installation system administration
Distributed construction of data cubes from tuple stream
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Decentralized management of bi-modal network resources in a distributed stream processing platform
Journal of Parallel and Distributed Computing
Towards highly parallel event processing through reconfigurable hardware
Proceedings of the Seventh International Workshop on Data Management on New Hardware
AccuLoc: practical localization of performance measurements in 3G networks
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Towards vulnerability-based intrusion detection with event processing
Proceedings of the 5th ACM international conference on Distributed event-based system
Distributed construction of data cubes from tuple stream
International Journal of Business Intelligence and Data Mining
Update propagation in a streaming warehouse
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
Frenetic: a network programming language
Proceedings of the 16th ACM SIGPLAN international conference on Functional programming
Parallel detection of temporal events from streaming data
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Load shedding for multi-way stream joins based on arrival order patterns
Journal of Intelligent Information Systems
Resource usage monitoring for web systems using real-time statistical analysis of log data
MAMECTIS/NOLASC/CONTROL/WAMUS'11 Proceedings of the 13th WSEAS international conference on mathematical methods, computational techniques and intelligent systems, and 10th WSEAS international conference on non-linear analysis, non-linear systems and chaos, and 7th WSEAS international conference on dynamical systems and control, and 11th WSEAS international conference on Wavelet analysis and multirate systems: recent researches in computational techniques, non-linear systems and control
Predictive resource management of multiple monitoring applications
IEEE/ACM Transactions on Networking (TON)
Efficient Stream Sampling for Variance-Optimal Estimation of Subset Sums
SIAM Journal on Computing
DDSQP: a WSRF-Based distributed data stream query system
ISPA'05 Proceedings of the Third international conference on Parallel and Distributed Processing and Applications
Stream operators for querying data streams
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Semantic compression of TCP traces
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
Scalable splitting of massive data streams
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
The pipelined set cover problem
ICDT'05 Proceedings of the 10th international conference on Database Theory
Distributed resource allocation in stream processing systems
DISC'06 Proceedings of the 20th international conference on Distributed Computing
Streams, security and scalability
DBSec'05 Proceedings of the 19th annual IFIP WG 11.3 working conference on Data and Applications Security
Querying sliding windows over online data streams
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
NEPnet: a scalable monitoring system for anomaly detection of network service
Proceedings of the 7th International Conference on Network and Services Management
Analysis of communities of interest in data networks
PAM'05 Proceedings of the 6th international conference on Passive and Active Network Measurement
Research on prediction models over distributed data streams
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Processing flows of information: From data stream to complex event processing
ACM Computing Surveys (CSUR)
NaaS: network-as-a-service in the cloud
Hot-ICE'12 Proceedings of the 2nd USENIX conference on Hot Topics in Management of Internet, Cloud, and Enterprise Networks and Services
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
A sequence-oriented stream warehouse paradigm for network monitoring applications
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
Revisiting formal ordering in data stream querying
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Fair sampling across network flow measurements
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Real-time creation of bitmap indexes on streaming network data
The VLDB Journal — The International Journal on Very Large Data Bases
Capturing episodes: may the frame be with you
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
SIAM Journal on Computing
Toward efficient querying of compressed network payloads
USENIX ATC'12 Proceedings of the 2012 USENIX conference on Annual Technical Conference
Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches
Foundations and Trends in Databases
Chimera: a declarative language for streaming network traffic analysis
Security'12 Proceedings of the 21st USENIX conference on Security symposium
Flow level detection and filtering of low-rate DDoS
Computer Networks: The International Journal of Computer and Telecommunications Networking
MonetDB/DataCell: online analytics in a streaming column-store
Proceedings of the VLDB Endowment
Proceedings of the 13th International Middleware Conference
Enhanced stream processing in a DBMS kernel
Proceedings of the 16th International Conference on Extending Database Technology
A survey on XML streaming evaluation techniques
The VLDB Journal — The International Journal on Very Large Data Bases
Lightweight authentication of linear algebraic queries on data streams
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Software defined traffic measurement with OpenSketch
nsdi'13 Proceedings of the 10th USENIX conference on Networked Systems Design and Implementation
Exploiting in-network processing for big data management
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Model-based validation of streaming data: (industry article)
Proceedings of the 7th ACM international conference on Distributed event-based systems
Event stream database based architecture to detect network intrusion: (industry article)
Proceedings of the 7th ACM international conference on Distributed event-based systems
Pattern discovery in data streams under the time warping distance
The VLDB Journal — The International Journal on Very Large Data Bases
QoSPlan: A Measurement Based Quality of Service aware Network Planning Framework
Journal of Network and Systems Management
Sketch-based geometric monitoring of distributed stream queries
Proceedings of the VLDB Endowment
Flexible query processor on FPGAs
Proceedings of the VLDB Endowment
I know what your packet did last hop: using packet histories to troubleshoot networks
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
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We have developed Gigascope, a stream database for network applications including traffic analysis, intrusion detection, router configuration analysis, network research, network monitoring, and performance monitoring and debugging. Gigascope is undergoing installation at many sites within the AT&T network, including at OC48 routers, for detailed monitoring. In this paper we describe our motivation for and constraints in developing Gigascope, the Gigascope architecture and query language, and performance issues. We conclude with a discussion of stream database research problems we have found in our application.