Adaptive precision setting for cached approximate values
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
ACM Transactions on Computer Systems (TOCS)
Adaptive filters for continuous queries over distributed data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Gossip-Based Computation of Aggregate Information
FOCS '03 Proceedings of the 44th Annual IEEE Symposium on Foundations of Computer Science
Balancing energy efficiency and quality of aggregate data in sensor networks
The VLDB Journal — The International Journal on Very Large Data Bases
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
GoCast: Gossip-Enhanced Overlay Multicast for Fast and Dependable Group Communication
DSN '05 Proceedings of the 2005 International Conference on Dependable Systems and Networks
Gossip-based aggregation in large dynamic networks
ACM Transactions on Computer Systems (TOCS)
Efficient and decentralized computation of approximate global state
ACM SIGCOMM Computer Communication Review
Asynchronous distributed averaging on communication networks
IEEE/ACM Transactions on Networking (TON)
The promise, and limitations, of gossip protocols
ACM SIGOPS Operating Systems Review - Gossip-based computer networking
Decentralized detection of global threshold crossings using aggregation trees
Computer Networks: The International Journal of Computer and Telecommunications Networking
Gossiping for threshold detection
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Computing histograms of local variables for real-time monitoring using aggregation trees
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
A-GAP: An Adaptive Protocol for Continuous Network Monitoring with Accuracy Objectives
IEEE Transactions on Network and Service Management
Toward a theory of in-network computation in wireless sensor networks
IEEE Communications Magazine
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The traditional monitoring paradigm of network and systems management, characterized by a central entity polling individual devices, is not adequate for today's large-scale networked systems whose states and configurations are highly dynamic. We outline principles for monitoring such new systems and stress the need for protocols that continuously monitor network-wide aggregates. To keep the overhead at acceptable levels, such protocols must be tunable, e.g., allow controlling the trade-off between accuracy and overhead. We describe and compare two of our efforts in developing protocols for decentralized monitoring of aggregates; one is based on spanning trees, the other on gossiping.