A predicate matching algorithm for database rule systems
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Rule condition testing and action execution in Ariel
SIGMOD '92 Proceedings of the 1992 ACM SIGMOD international conference on Management of data
Matching events in a content-based subscription system
Proceedings of the eighteenth annual ACM symposium on Principles of distributed computing
The Asilomar report on database research
ACM SIGMOD Record
The SIFT information dissemination system
ACM Transactions on Database Systems (TODS)
NiagaraCQ: a scalable continuous query system for Internet databases
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Achieving scalability and expressiveness in an Internet-scale event notification service
Proceedings of the nineteenth annual ACM symposium on Principles of distributed computing
ACM Computing Surveys (CSUR)
Cache Conscious Indexing for Decision-Support in Main Memory
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Publish/Subscribe on the Web at Extreme Speed
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Efficient Filtering of XML Documents for Selective Dissemination of Information
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Efficient Matching for Web-Based Publish/Subscribe Systems
CooplS '02 Proceedings of the 7th International Conference on Cooperative Information Systems
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Conjunctive selection conditions in main memory
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Efficient query monitoring using adaptive multiple key hashing
Proceedings of the eleventh international conference on Information and knowledge management
Web architectures for scalable moving object servers
Proceedings of the 10th ACM international symposium on Advances in geographic information systems
On Efficient Matching of Streaming XML Documents and Queries
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
WebFilter: A High-throughput XML-based Publish and Subscribe System
Proceedings of the 27th International Conference on Very Large Data Bases
Information Alert in Distributed Digital Libraries: The Models, Languages, and Architecture of DIAS
ECDL '02 Proceedings of the 6th European Conference on Research and Advanced Technology for Digital Libraries
Using Cohort-Scheduling to Enhance Server Performance
ATEC '02 Proceedings of the General Track of the annual conference on USENIX Annual Technical Conference
Data Models and Languages for Agent-Based Textual Information Dissemination
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
Content-Based Networking: A New Communication Infrastructure
IMWS '01 Revised Papers from the NSF Workshop on Developing an Infrastructure for Mobile and Wireless Systems
Filter Similarities in Content-Based Publish/Subscribe Systems
ARCS '02 Proceedings of the International Conference on Architecture of Computing Systems: Trends in Network and Pervasive Computing
Efficient filtering of XML documents with XPath expressions
The VLDB Journal — The International Journal on Very Large Data Bases
Subject space: a state-persistent model for publish/subscribe systems
CASCON '02 Proceedings of the 2002 conference of the Centre for Advanced Studies on Collaborative research
Event matching in symmetric subscription systems
CASCON '02 Proceedings of the 2002 conference of the Centre for Advanced Studies on Collaborative research
Reliability Mechanisms for Very Large Storage Systems
MSS '03 Proceedings of the 20 th IEEE/11 th NASA Goddard Conference on Mass Storage Systems and Technologies (MSS'03)
The many faces of publish/subscribe
ACM Computing Surveys (CSUR)
Forwarding in a content-based network
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
PSoup: a system for streaming queries over streaming data
The VLDB Journal — The International Journal on Very Large Data Bases
Path sharing and predicate evaluation for high-performance XML filtering
ACM Transactions on Database Systems (TODS)
Modeling location-based services with subject spaces
CASCON '03 Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative research
Efficient matching for state-persistent publish/subscribe systems
CASCON '03 Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative research
Relational subscription middleware for Internet-scale publish-subscribe
Proceedings of the 2nd international workshop on Distributed event-based systems
VCR indexing for fast event matching for highly-overlapping range predicates
Proceedings of the 2004 ACM symposium on Applied computing
Selection conditions in main memory
ACM Transactions on Database Systems (TODS)
The Knowledge Engineering Review
Modeling Uncertainties in Publish/Subscribe Systems
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Adaptive ordering of pipelined stream filters
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Optimizing the lazy DFA approach for XML stream processing
ADC '04 Proceedings of the 15th Australasian database conference - Volume 27
Information Systems - Special issue: Data quality in cooperative information systems
Interval query indexing for efficient stream processing
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Mobile services discovery and selection in the publish/subscribe paradigm
CASCON '04 Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research
Publish/subscribe in a mobile environment
Wireless Networks - Special issue: Pervasive computing and communications
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ACM SIGCOMM Computer Communication Review
Meghdoot: content-based publish/subscribe over P2P networks
Proceedings of the 5th ACM/IFIP/USENIX international conference on Middleware
Subscription propagation in highly-available publish/subscribe middleware
Proceedings of the 5th ACM/IFIP/USENIX international conference on Middleware
Event Handling for the Universal Enterprise
Information Technology and Management
Batched Processing for Information Filters
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
G-ToPSS: fast filtering of graph-based metadata
WWW '05 Proceedings of the 14th international conference on World Wide Web
AGILE: adaptive indexing for context-aware information filters
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
Efficient constraint processing for location-aware computing
Proceedings of the 6th international conference on Mobile data management
Demo: a framework for location information processing
Proceedings of the 6th international conference on Mobile data management
Effects of routing computations in content-based routing networks with mobile data sources
Proceedings of the 11th annual international conference on Mobile computing and networking
CMS-ToPSS: efficient dissemination of RSS documents
VLDB '05 Proceedings of the 31st international conference on Very large data bases
An Extended Event Matching Approach in Content-based Pub/Sub Systems for EAI
EDOC '05 Proceedings of the Ninth IEEE International EDOC Enterprise Computing Conference
Geoinformatica
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Information Systems Frontiers
An Exact Closed-Form Formula for d-Dimensional Quadtree Decomposition of Arbitrary Hyperrectangles
IEEE Transactions on Knowledge and Data Engineering
Efficient and transparent dynamic content updates for mobile clients
Proceedings of the 4th international conference on Mobile systems, applications and services
Efficient query subscription processing for prospective search engines
Proceedings of the 15th international conference on World Wide Web
High-performance complex event processing over streams
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
On the database/network interface in large-scale publish/subscribe systems
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Pruning subscriptions in distributed publish/subscribe systems
ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
User notification in taxonomy based digital libraries
SIGDOC '06 Proceedings of the 24th annual ACM international conference on Design of communication
Supporting arbitrary Boolean subscriptions in distributed publish/subscribe systems
Proceedings of the 3rd international Middleware doctoral symposium
Database Challenges in Enterprise Information Sharing
IEEE Distributed Systems Online
REDS: a reconfigurable dispatching system
Proceedings of the 6th international workshop on Software engineering and middleware
Parameterized subscriptions in publish/subscribe systems
Data & Knowledge Engineering
Answering bounded continuous search queries in the world wide web
Proceedings of the 16th international conference on World Wide Web
Keyword search on relational data streams
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Massively multi-query join processing in publish/subscribe systems
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Ferry: A P2P-Based Architecture for Content-Based Publish/Subscribe Services
IEEE Transactions on Parallel and Distributed Systems
Historic data access in publish/subscribe
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
A taxonomy for denial of service attacks in content-based publish/subscribe systems
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
Modelling performance optimizations for content-based publish/subscribe
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
The arbitrary Boolean publish/subscribe model: making the case
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
Efficient Monitoring Algorithm for Fast News Alerts
IEEE Transactions on Knowledge and Data Engineering
Optimizing XPath queries on streaming XML data
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Streaming queries over streaming data
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
A-TOPSS: a publish/subscribe system supporting approximate matching
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Round-Eye: A system for tracking nearest surrounders in moving object environments
Journal of Systems and Software
Query processing for high-volume XML message brokering
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
S-ToPSS: semantic Toronto publish/subscribe system
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Quality of service in stateful information filters
DMSN '06 Proceedings of the 3rd workshop on Data management for sensor networks: in conjunction with VLDB 2006
Resource sharing in continuous sliding-window aggregates
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Towards an internet-scale XML dissemination service
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Efficient constraint processing for highly personalized location based services
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Early profile pruning on XML-aware publish-subscribe systems
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Region clustering based evaluation of multiple top-N selection queries
Data & Knowledge Engineering
Model analysis for business event processing
IBM Systems Journal
Efficient pattern matching over event streams
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Prefilter: predicate pushdown at streaming speeds
SSPS '08 Proceedings of the 2nd international workshop on Scalable stream processing system
Top-k/w publish/subscribe: finding k most relevant publications in sliding time window w
Proceedings of the second international conference on Distributed event-based systems
Fast track article: Dynamic filter merging and mergeability detection for publish/subscribe
Pervasive and Mobile Computing
Syndication on the Web using a description logic approach
Web Semantics: Science, Services and Agents on the World Wide Web
Scalable ranked publish/subscribe
Proceedings of the VLDB Endowment
Efficient top-k processing over query-dependent functions
Proceedings of the VLDB Endowment
Information filtering and query indexing for an information retrieval model
ACM Transactions on Information Systems (TOIS)
SLA-driven distributed application development
Proceedings of the 3rd workshop on Middleware for service oriented computing
Subscription subsumption evaluation for content-based publish/subscribe systems
Proceedings of the 9th ACM/IFIP/USENIX International Conference on Middleware
A decision tree-based approach to dynamic pointcut evaluation
Proceedings of the 2nd Workshop on Virtual Machines and Intermediate Languages for emerging modularization mechanisms
Combining flexibility and scalability in a peer-to-peer publish/subscribe system
Proceedings of the ACM/IFIP/USENIX 2005 International Conference on Middleware
Composite subscriptions in content-based publish/subscribe systems
Proceedings of the ACM/IFIP/USENIX 2005 International Conference on Middleware
Content distribution for publish/subscribe services
Proceedings of the ACM/IFIP/USENIX 2003 International Conference on Middleware
Efficient probabilistic subsumption checking for content-based publish/subscribe systems
Proceedings of the ACM/IFIP/USENIX 2006 International Conference on Middleware
Dynamic load balancing in distributed content-based publish/subscribe
Proceedings of the ACM/IFIP/USENIX 2006 International Conference on Middleware
Rule-based multi-query optimization
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Using process mining to business process distribution
Proceedings of the 2009 ACM symposium on Applied Computing
ZStream: a cost-based query processor for adaptively detecting composite events
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
PUB-2-SUB: A Content-Based Publish/Subscribe Framework for Cooperative P2P Networks
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Keyword search over relational tables and streams
ACM Transactions on Database Systems (TODS)
Information discovery across multiple streams
Information Sciences: an International Journal
The Å Publish/Subscribe Framework
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
RRPS: A Ranked Real-Time Publish/Subscribe Using Adaptive QoS
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
The VLDB Journal — The International Journal on Very Large Data Bases
Fleet: An Effective System for Publish/Subscribe Service over P2P Networks
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Distributed event stream processing with non-deterministic finite automata
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Preference-aware publish/subscribe delivery with diversity
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
MICS: an efficient content space representation model for publish/subscribe systems
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
Soft state in publish/subscribe
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Efficient event-based resource discovery
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Publish-subscribe services for urgent and emergency response
Proceedings of the Fourth International ICST Conference on COMmunication System softWAre and middlewaRE
A distributed service-oriented architecture for business process execution
ACM Transactions on the Web (TWEB)
Proceedings of the VLDB Endowment
Predictable performance for unpredictable workloads
Proceedings of the VLDB Endowment
SLA-driven business process management in SOA
CASCON '09 Proceedings of the 2009 Conference of the Center for Advanced Studies on Collaborative Research
Efficient and scalable filtering of graph-based metadata
Web Semantics: Science, Services and Agents on the World Wide Web
Context-aware publish subscribe in mobile ad hoc networks
COORDINATION'07 Proceedings of the 9th international conference on Coordination models and languages
Design of B+tree-based predicate index for efficient event matching
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Fast user notification in large-scale digital libraries: experiments and results
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
WT-heuristics: a heuristic method for efficient operator ordering
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
eCube: hypercube event for efficient filtering in content-based routing
OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part II
Efficiently evaluating complex boolean expressions
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Processing proximity relations in road networks
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Predictive publish/subscribe matching
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems
Enabling content-based publish/subscribe services in cooperative P2P networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
The architecture and implementation of an extensible web crawler
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
Spatio-temporal event stream processing in multimedia communication systems
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Load Balancing Content-Based Publish/Subscribe Systems
ACM Transactions on Computer Systems (TOCS)
Efficient event processing through reconfigurable hardware for algorithmic trading
Proceedings of the VLDB Endowment
Programming framework for clusters with heterogeneous accelerators
ACM SIGARCH Computer Architecture News
SEEP: scalable and elastic event processing
Middleware '10 Posters and Demos Track
Efficient online ad serving in a display advertising exchange
Proceedings of the fourth ACM international conference on Web search and data mining
Scalable keyword search on large data streams
The VLDB Journal — The International Journal on Very Large Data Bases
OMG data-distribution service: architectural overview
MILCOM'03 Proceedings of the 2003 IEEE conference on Military communications - Volume I
Sequenced event set pattern matching
Proceedings of the 14th International Conference on Extending Database Technology
GPX-matcher: a generic boolean predicate-based XPath expression matcher
Proceedings of the 14th International Conference on Extending Database Technology
Efficiently evaluating graph constraints in content-based publish/subscribe
Proceedings of the 20th international conference on World wide web
Cobra: contentbased filtering and aggregation of blogs and RSS feeds
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Towards highly parallel event processing through reconfigurable hardware
Proceedings of the Seventh International Workshop on Data Management on New Hardware
On-line rule matching for event prediction
The VLDB Journal — The International Journal on Very Large Data Bases
Towards vulnerability-based intrusion detection with event processing
Proceedings of the 5th ACM international conference on Distributed event-based system
High performance content-based matching using GPUs
Proceedings of the 5th ACM international conference on Distributed event-based system
Fine-grained parallel XML filtering for content-based publish/subscribe systems
Proceedings of the 5th ACM international conference on Distributed event-based system
Complex pattern ranking (CPR): evaluating top-k pattern queries over event streams
Proceedings of the 5th ACM international conference on Distributed event-based system
fpga-ToPSS: line-speed event processing on fpgas
Proceedings of the 5th ACM international conference on Distributed event-based system
Middleware support for internetware: a service perspective
Proceedings of the Second Asia-Pacific Symposium on Internetware
An efficient management of correlation sets with broadcast
COORDINATION'11 Proceedings of the 13th international conference on Coordination models and languages
RoSeS: a continuous content-based query engine for RSS feeds
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
DRScribe: an improved topic-based publish-subscribe system with dynamic routing
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Optimized cluster-based filtering algorithm for graph metadata
Information Sciences: an International Journal
STAIRS: Towards efficient full-text filtering and dissemination in DHT environments
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient probabilistic subsumption checking for content-based publish/subscribe systems
Middleware'06 Proceedings of the 7th ACM/IFIP/USENIX international conference on Middleware
Dynamic load balancing in distributed content-based publish/subscribe
Middleware'06 Proceedings of the 7th ACM/IFIP/USENIX international conference on Middleware
Compact samples for data dissemination
ICDT'07 Proceedings of the 11th international conference on Database Theory
A detailed investigation of memory requirements for publish/subscribe filtering algorithms
OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
Building a configurable publish/subscribe notification service
DAIS'05 Proceedings of the 5th IFIP WG 6.1 international conference on Distributed Applications and Interoperable Systems
Siddhi: a second look at complex event processing architectures
Proceedings of the 2011 ACM workshop on Gateway computing environments
Towards expressive publish/subscribe systems
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Dimension transform based efficient event filtering for symmetric publish/subscribe system
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Integration of a text search engine with a java messaging service
SEM'04 Proceedings of the 4th international conference on Software Engineering and Middleware
Information release control: a learning-based architecture
Journal on Data Semantics II
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Filter indexing: a scalable solution to large subscription based systems
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Processing high-speed intelligence feeds in real-time
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Event correlation and pattern detection in CEDR
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
The subscription-cover based routing algorithm in content-based publish/subscribe
GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
Efficient filtering query indexing in data stream
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Combining flexibility and scalability in a peer-to-peer publish/subscribe system
Middleware'05 Proceedings of the ACM/IFIP/USENIX 6th international conference on Middleware
Composite subscriptions in content-based publish/subscribe systems
Middleware'05 Proceedings of the ACM/IFIP/USENIX 6th international conference on Middleware
Towards an extensible efficient event processing kernel
PhD '12 Proceedings of the on SIGMOD/PODS 2012 PhD Symposium
Subscription indexes for web syndication systems
Proceedings of the 15th International Conference on Extending Database Technology
Pub/Sub on stream: a multi-core based message broker with QoS support
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
Fusion of background knowledge and streams of events
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
Distributed top-k full-text content dissemination
Distributed and Parallel Databases
Flexub: dynamic subscriptions for publish/subscribe systems in MANETs
DAIS'12 Proceedings of the 12th IFIP WG 6.1 international conference on Distributed Applications and Interoperable Systems
Adaptive two-level optimization for selection predicates of multiple continuous queries
Journal of Intelligent Information Systems
Web Semantics: Science, Services and Agents on the World Wide Web
Location-based matching in publish/subscribe revisited
Proceedings of the Posters and Demo Track
High-performance location-aware publish-subscribe on GPUs
Proceedings of the 13th International Middleware Conference
Middleware for pervasive computing: A survey
Pervasive and Mobile Computing
Multi-query optimization for semantic news feed query
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
An efficient query indexing mechanism for filtering geo-textual data
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Analysis and optimization for boolean expression indexing
ACM Transactions on Database Systems (TODS)
Location-aware publish/subscribe
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
StreamHub: a massively parallel architecture for high-performance content-based publish/subscribe
Proceedings of the 7th ACM international conference on Distributed event-based systems
Top-k publish-subscribe for social annotation of news
Proceedings of the VLDB Endowment
XL peer-to-peer pub/sub systems
ACM Computing Surveys (CSUR)
Adaptive range filters for cold data: avoiding trips to Siberia
Proceedings of the VLDB Endowment
Evaluating continuous top-k queries over document streams
World Wide Web
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Publish/Subscribe is the paradigm in which users express long-term interests (“subscriptions”) and some agent “publishes” events (e.g., offers). The job of Publish/Subscribe software is to send events to the owners of subscriptions satisfied by those events. For example, a user subscription may consist of an interest in an airplane of a certain type, not to exceed a certain price. A published event may consist of an offer of an airplane with certain properties including price. Each subscription consists of a conjunction of (attribute, comparison operator, value) predicates. A subscription closely resembles a trigger in that it is a long-lived conditional query associated with an action (usually, informing the subscriber). However, it is less general than a trigger so novel data structures and implementations may enable the creation of more scalable, high performance publish/subscribe systems. This paper describes an attempt at the construction of such algorithms and its implementation. Using a combination of data structures, application-specific caching policies, and application-specific query processing our system can handle 600 events per second for a typical workload containing 6 million subscriptions.