The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems
The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems
Security Issues and Requirements for Internet-Scale Publish-Subscribe Systems
HICSS '02 Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS'02)-Volume 9 - Volume 9
The many faces of publish/subscribe
ACM Computing Surveys (CSUR)
Learning user interaction models for predicting web search result preferences
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Query processing over live and archived data streams
Query processing over live and archived data streams
Enterprise Service Bus
Self-organizing broker topologies for publish/subscribe systems
Proceedings of the 2007 ACM symposium on Applied computing
Secure distribution of events in content-based publish subscribe systems
SSYM'01 Proceedings of the 10th conference on USENIX Security Symposium - Volume 10
Enabling Real-Time Querying of Live and Historical Stream Data
SSDBM '07 Proceedings of the 19th International Conference on Scientific and Statistical Database Management
Social Information Processing in News Aggregation
IEEE Internet Computing
Cassandra: a decentralized structured storage system
ACM SIGOPS Operating Systems Review
CLOUD '10 Proceedings of the 2010 IEEE 3rd International Conference on Cloud Computing
Publisher Placement Algorithms in Content-Based Publish/Subscribe
ICDCS '10 Proceedings of the 2010 IEEE 30th International Conference on Distributed Computing Systems
S4: Distributed Stream Computing Platform
ICDMW '10 Proceedings of the 2010 IEEE International Conference on Data Mining Workshops
An introduction to online targeted advertising: principles, implementation, controversies
Proceedings of the 16th international conference on Intelligent user interfaces
Event-driven services: integrating production, logistics and transportation
ICSOC'10 Proceedings of the 2010 international conference on Service-oriented computing
Apache hadoop goes realtime at Facebook
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
ACTrESS: automatic context transformation in event-based software systems
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
ASIA: application-specific integrated aggregation for publish/subscribe middleware
Proceedings of the Posters and Demo Track
Stream-monitoring with blockmon: convergence of network measurements and data analytics platforms
ACM SIGCOMM Computer Communication Review
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Today's social web platforms, such as Facebook, Twitter, Google+, and LinkedIn, increasingly have to process large volumes of user-generated data on the fly. As the role of such platforms shifts from being portals for largely historic data towards providing platforms for real-time data analytics, we observe that their architectures incrementally move from storage-centric designs, based on distributed data management technologies, towards event-based models exploiting queueing and stream processing systems. We believe that it is time to rethink fundamentally the software architecture for social web platforms and base them on a content-based communication model, that is explicitly designed to disseminate and partition incoming request flows on a cluster of servers. A content-based publish/subscribe system thus acts as a scalable and elastic, highly responsive data distribution backbone. By focusing on fresh data, such an architecture can optimize the routing of data to match the topology of the data center, dynamically adapt data flows to alleviate hot spots, and elastically scale to more servers when required by computationally expensive on-the-fly data analytics applications.