Sketch-based change detection: methods, evaluation, and applications
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Algorithms column: sublinear time algorithms
ACM SIGACT News
Cost-efficient mining techniques for data streams
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
An improved data stream algorithm for frequency moments
SODA '04 Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete algorithms
Tabulation based 4-universal hashing with applications to second moment estimation
SODA '04 Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete algorithms
Deterministic sampling and range counting in geometric data streams
SCG '04 Proceedings of the twentieth annual symposium on Computational geometry
Algorithms for dynamic geometric problems over data streams
STOC '04 Proceedings of the thirty-sixth annual ACM symposium on Theory of computing
Holistic UDAFs at streaming speeds
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Diamond in the rough: finding Hierarchical Heavy Hitters in multi-dimensional data
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Reversible sketches for efficient and accurate change detection over network data streams
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Effective Computation of Biased Quantiles over Data Streams
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Coresets in dynamic geometric data streams
Proceedings of the thirty-seventh annual ACM symposium on Theory of computing
WWW '05 Proceedings of the 14th international conference on World Wide Web
What's hot and what's not: tracking most frequent items dynamically
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Sampling in dynamic data streams and applications
SCG '05 Proceedings of the twenty-first annual symposium on Computational geometry
Buffering in query evaluation over XML streams
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Lower bounds for sorting with few random accesses to external memory
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Space efficient mining of multigraph streams
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Fast and approximate stream mining of quantiles and frequencies using graphics processors
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
An improved data stream summary: the count-min sketch and its applications
Journal of Algorithms
Approximate recognition of non-regular languages by finite automata
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
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
A heartbeat mechanism and its application in gigascope
VLDB '05 Proceedings of the 31st international conference on Very large data bases
ACM SIGMOD Record
Secure distributed data-mining and its application to large-scale network measurements
ACM SIGCOMM Computer Communication Review
What's new: finding significant differences in network data streams
IEEE/ACM Transactions on Networking (TON)
Randomized computations on large data sets: tight lower bounds
Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Space- and time-efficient deterministic algorithms for biased quantiles over data streams
Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
GPUTeraSort: high performance graphics co-processor sorting for large database management
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Stable distributions, pseudorandom generators, embeddings, and data stream computation
Journal of the ACM (JACM)
Fisher information of sampled packets: an application to flow size estimation
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
High-throughput sketch update on a low-power stream processor
Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems
Maintaining stream statistics over multiscale sliding windows
ACM Transactions on Database Systems (TODS)
Deterministic sampling and range counting in geometric data streams
ACM Transactions on Algorithms (TALG)
Improving sketch reconstruction accuracy using linear least squares method
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
Finding hierarchical heavy hitters in data streams
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Reversible sketches: enabling monitoring and analysis over high-speed data streams
IEEE/ACM Transactions on Networking (TON)
Immune-inspired incremental feature selection technology to data streams
Applied Soft Computing
Declaring independence via the sketching of sketches
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
Proceedings of the 2007 workshop on Large scale attack defense
Sensor stream reduction for clustered wireless sensor networks
Proceedings of the 2008 ACM symposium on Applied computing
Time-decaying aggregates in out-of-order streams
Proceedings of the twenty-seventh ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
An Incremental Fuzzy Decision Tree Classification Method for Mining Data Streams
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Separator: Sifting Hierarchical Heavy Hitters Accurately from Data Streams
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
A Black Box for Online Approximate Pattern Matching
CPM '08 Proceedings of the 19th annual symposium on Combinatorial Pattern Matching
Summarizing Two-Dimensional Data with Skyline-Based Statistical Descriptors
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Tight Bounds for Hashing Block Sources
APPROX '08 / RANDOM '08 Proceedings of the 11th international workshop, APPROX 2008, and 12th international workshop, RANDOM 2008 on Approximation, Randomization and Combinatorial Optimization: Algorithms and Techniques
Event-Based Compression and Mining of Data Streams
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Experimenting the Query Performance of a Grid-Based Sensor Network Data Warehouse
Globe '08 Proceedings of the 1st international conference on Data Management in Grid and Peer-to-Peer Systems
The eternal sunshine of the sketch data structure
Computer Networks: The International Journal of Computer and Telecommunications Networking
Two improved range-efficient algorithms for F0 estimation
Theoretical Computer Science
Frequent items in streaming data: An experimental evaluation of the state-of-the-art
Data & Knowledge Engineering
HIDS: a multifunctional generator of hierarchical data streams
ACM SIGMIS Database
Functional Monitoring without Monotonicity
ICALP '09 Proceedings of the 36th International Colloquium on Automata, Languages and Programming: Part I
Data Stream Prediction Using Incremental Hidden Markov Models
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Stream-based randomised language models for SMT
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Methods for finding frequent items in data streams
The VLDB Journal — The International Journal on Very Large Data Bases
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Two improved range-efficient algorithms for F0 estimation
TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation
FAW'07 Proceedings of the 1st annual international conference on Frontiers in algorithmics
A robust approach to find effective items in distributed data streams
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Event-based lossy compression for effective and efficient OLAP over data streams
Data & Knowledge Engineering
Aggregate computation over data streams
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Sequential sparse matching pursuit
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Information Processing Letters
Lower bounds for sparse recovery
SODA '10 Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete Algorithms
TGP: mining top-K frequent closed graph pattern without minimum support
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Continuous distributed monitoring: a short survey
Proceedings of the First International Workshop on Algorithms and Models for Distributed Event Processing
Accelerating Sketch-Based Computations with GPU: A Case Study for Network Traffic Change Detection
Proceedings of the 2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems
Kalman filters and adaptive windows for learning in data streams
DS'06 Proceedings of the 9th international conference on Discovery Science
Memoryless facility location in one pass
STACS'06 Proceedings of the 23rd Annual conference on Theoretical Aspects of Computer Science
Tight lower bounds for query processing on streaming and external memory data
ICALP'05 Proceedings of the 32nd international conference on Automata, Languages and Programming
Fast approximate wavelet tracking on streams
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Efficient sketches for the set query problem
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms
A note on randomized streaming space bounds for the longest increasing subsequence problem
Information Processing Letters
User subjectivity in change modeling of streaming itemsets
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Streaming algorithms for some problems in log-space
TAMC'10 Proceedings of the 7th annual conference on Theory and Applications of Models of Computation
The complexity of querying external memory and streaming data
FCT'05 Proceedings of the 15th international conference on Fundamentals of Computation Theory
Streaming algorithms for geometric problems
FSTTCS'04 Proceedings of the 24th international conference on Foundations of Software Technology and Theoretical Computer Science
Continuous sampling from distributed streams
Journal of the ACM (JACM)
Constructing optimal wavelet synopses
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
International Journal of Sensor Networks
Non-linear data stream compression: foundations and theoretical results
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
On Approximating Non-regular Languages by Regular Languages
Fundamenta Informaticae - Theory that Counts: To Oscar Ibarra on His 70th Birthday
Improved sketching of hamming distance with error correcting
CPM'07 Proceedings of the 18th annual conference on Combinatorial Pattern Matching
Data stability in clustering: a closer look
ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
The continuous distributed monitoring model
ACM SIGMOD Record
Streaming algorithms for language recognition problems
Theoretical Computer Science
Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles
ACM SIGOPS 24th Symposium on Operating Systems Principles
X-Stream: edge-centric graph processing using streaming partitions
Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles
A methodological overview on anomaly detection
DataTraffic Monitoring and Analysis
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