HSS: A Memory-Efficient, Accurate, and Fast Network Measurement Framework in Sliding Windows

Network measurement is indispensable to network management. This paper focuses on three fundamental network measurement tasks: membership query, frequency query, and heavy hitter query. Existing solutions, such as sketches, sliding window algorithms, and the Sliding Sketch framework, struggle to sim...

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Bibliographic Details
Published in:	IEEE eTransactions on network and service management Vol. 21; no. 6; pp. 5958 - 5976
Main Authors:	Hang, Zijun, Wang, Yongjie, Lu, Yuliang
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.12.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy Algorithms Arrays Control and data plane programmability data stream processing Frequency measurement Load management Memory management Memory tasks network measurement Queries Real time operation Real-time systems sketch Sketches Sliding sliding window Software defined networking
ISSN:	1932-4537, 1932-4537
Online Access:	Get full text
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