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Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9780470316849openalex-snapshot
Multivariate Density Estimation
inferredcites →https://doi.org/10.1002/sam.10016openalex-snapshot
Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey
inferredcites →https://doi.org/10.1006/jcss.1996.0041openalex-snapshot
Selectivity and Cost Estimation for Joins Based on Random Sampling
inferredcites →https://doi.org/10.1006/jcss.1999.1690openalex-snapshot
Min-Wise Independent Permutations
inferredcites →https://doi.org/10.1007/11561071_65openalex-snapshot
Workload-Optimal Histograms on Streams
inferredcites →https://doi.org/10.1007/11590156_23openalex-snapshot
Subquadratic Algorithms for Workload-Aware Haar Wavelet Synopses
inferredcites →https://doi.org/10.1007/11687238_27openalex-snapshot
Deferred Maintenance of Disk-Based Random Samples
inferredcites →https://doi.org/10.1007/11687238_4openalex-snapshot
Fast Approximate Wavelet Tracking on Streams
inferredcites →https://doi.org/10.1007/3-540-36285-1_2openalex-snapshot
Approximations in Database Systems
inferredcites →https://doi.org/10.1007/3-540-44503-x_25openalex-snapshot
Estimating Range Queries Using Aggregate Data with Integrity Constraints: A Probabilistic Approach
inferredcites →https://doi.org/10.1007/3-540-45465-9_58openalex-snapshot
Histogramming Data Streams with Fast Per-Item Processing
inferredcites →https://doi.org/10.1007/3-540-45465-9_59openalex-snapshot
Finding Frequent Items in Data Streams
inferredcites →https://doi.org/10.1007/3-540-45703-8_33openalex-snapshot
On Linear-Spline Based Histograms
inferredcites →https://doi.org/10.1007/3-540-45726-7_1openalex-snapshot
Counting Distinct Elements in a Data Stream
inferredcites →https://doi.org/10.1007/3-540-46146-9_85openalex-snapshot
Binary-Tree Histograms with Tree Indices
inferredcites →https://doi.org/10.1007/3-540-63165-8_216openalex-snapshot
Efficient array partitioning
inferredcites →https://doi.org/10.1007/978-0-387-21606-5openalex-snapshot
The Elements of Statistical Learning
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4612-0795-5openalex-snapshot
The Jackknife and Bootstrap
inferredcites →https://doi.org/10.1007/978-1-4612-0865-5_26openalex-snapshot
Probability Inequalities for sums of Bounded Random Variables
inferredcites →https://doi.org/10.1007/978-1-4612-4378-6openalex-snapshot
Model Assisted Survey Sampling
inferredcites →https://doi.org/10.1007/978-1-4612-4380-9_12openalex-snapshot
On the Two Different Aspects of the Representative Method: the Method of Stratified Sampling and the Method of Purposive Selection
inferredcites →https://doi.org/10.1007/978-1-4612-5449-2openalex-snapshot
Extremes and Related Properties of Random Sequences and Processes
inferredcites →https://doi.org/10.1007/978-1-4613-0125-7openalex-snapshot
Combinatorial Methods in Density Estimation
inferredcites →https://doi.org/10.1007/978-3-540-24597-1_30openalex-snapshot
Maintenance of Multidimensional Histograms
inferredcites →https://doi.org/10.1007/978-3-540-24741-8_33openalex-snapshot
Processing Data-Stream Join Aggregates Using Skimmed Sketches
inferredcites →https://doi.org/10.1007/978-3-540-30116-5_10openalex-snapshot
Reducing Data Stream Sliding Windows by Cyclic Tree-Like Histograms
inferredcites →https://doi.org/10.1007/978-3-540-30551-4_46openalex-snapshot
Adaptive Spatial Partitioning for Multidimensional Data Streams
inferredcites →https://doi.org/10.1007/978-3-540-39658-1_55openalex-snapshot
Loglog Counting of Large Cardinalities
inferredcites →https://doi.org/10.1007/978-3-540-74450-4_5openalex-snapshot
CR-precis: A Deterministic Summary Structure for Update Data Streams
inferredcites →https://doi.org/10.1007/s00778-006-0015-0openalex-snapshot
Histograms based on the minimum description length principle
inferredcites →https://doi.org/10.1007/s00778-007-0050-5openalex-snapshot
Enhancing histograms by tree-like bucket indices
inferredcites →https://doi.org/10.1007/s00778-007-0065-yopenalex-snapshot
Maintaining bounded-size sample synopses of evolving datasets
inferredcites →https://doi.org/10.1007/s00778-007-0083-9openalex-snapshot
On the space–time of optimal, approximate and streaming algorithms for synopsis construction problems
inferredcites →https://doi.org/10.1007/s00778-008-0095-0openalex-snapshot
Sampling-based estimators for subset-based queries
inferredcites →https://doi.org/10.1007/s00778-008-0096-zopenalex-snapshot
Hierarchically compressed wavelet synopses
inferredcites →https://doi.org/10.1007/s00778-009-0147-0openalex-snapshot
Representing uncertain data: models, properties, and algorithms
inferredcites →https://doi.org/10.1007/s007780100049openalex-snapshot
Approximate query processing using wavelets
inferredcites →https://doi.org/10.1016/0020-0190(90)90214-iopenalex-snapshot
A guided tour of chernoff bounds
inferredcites →https://doi.org/10.1016/0022-0000(79)90044-8openalex-snapshot
Universal classes of hash functions
inferredcites →https://doi.org/10.1016/0022-0000(85)90041-8openalex-snapshot
Probabilistic counting algorithms for data base applications
inferredcites →https://doi.org/10.1016/0167-6423(82)90012-0openalex-snapshot
Finding repeated elements
inferredcites →https://doi.org/10.1016/0304-3975(80)90061-4openalex-snapshot
Selection and sorting with limited storage
inferredcites →https://doi.org/10.1016/b978-0-12-466606-1.x5000-4openalex-snapshot
A Wavelet Tour of Signal Processing
inferredcites →https://doi.org/10.1016/b978-012722442-8/50011-2openalex-snapshot
The History of Histograms (abridged)
inferredcites →https://doi.org/10.1016/b978-155860869-6/50037-8openalex-snapshot
Comparing Data Streams Using Hamming Norms (How to Zero In)
inferredcites →https://doi.org/10.1016/b978-155860869-6/50047-0openalex-snapshot
How to Summarize the Universe
inferredcites →https://doi.org/10.1016/j.csda.2005.06.019openalex-snapshot
A Bayesian approach to bandwidth selection for multivariate kernel density estimation
inferredcites →https://doi.org/10.1016/j.datak.2004.04.004openalex-snapshot
Fast range query estimation by N-level tree histograms
inferredcites →https://doi.org/10.1016/j.ins.2006.07.013openalex-snapshot
Compressed histograms with arbitrary bucket layouts for selectivity estimation
inferredcites →https://doi.org/10.1016/j.jalgor.2003.12.001openalex-snapshot
An improved data stream summary: the count-min sketch and its applications
inferredcites →https://doi.org/10.1016/j.jss.2007.03.088openalex-snapshot
Proactive and reactive multi-dimensional histogram maintenance for selectivity estimation
inferredcites →https://doi.org/10.1016/j.tcs.2006.11.018openalex-snapshot
Optimal workload-based weighted wavelet synopses
inferredcites →https://doi.org/10.1016/j.tcs.2007.02.031openalex-snapshot
Counting distinct items over update streams
inferredcites →https://doi.org/10.1016/s0304-3975(03)00400-6openalex-snapshot
Finding frequent items in data streams
inferredcites →https://doi.org/10.1080/00401706.1993.10485361openalex-snapshot
Multivariate Density Estimation, Theory, Practice, and Visualbation
inferredcites →https://doi.org/10.1080/00401706.1997.10485133openalex-snapshot
Monte Carlo: Concepts, Algorithms, and Applications
inferredcites →https://doi.org/10.1080/01621459.1952.10483446openalex-snapshot
A Generalization of Sampling Without Replacement From a Finite Universe
inferredcites →https://doi.org/10.1080/01621459.1962.10480667openalex-snapshot
Development of Sampling Plans by Using Sequential (Item by Item) Selection Techniques and Digital Computers
inferredcites →https://doi.org/10.1080/01621459.1963.10500830openalex-snapshot
Probability Inequalities for Sums of Bounded Random Variables
inferredcites →https://doi.org/10.1080/01621459.1998.10473807openalex-snapshot
Estimating the Number of Classes in a Finite Population
inferredcites →https://doi.org/10.1080/15427951.2004.10129079openalex-snapshot
Algorithmic Challenges in Web Search Engines
inferredcites →https://doi.org/10.1080/15427951.2004.10129096openalex-snapshot
Network Applications of Bloom Filters: A Survey
inferredcites →https://doi.org/10.1090/conm/026/737400openalex-snapshot
Extensions of Lipschitz mappings into a Hilbert space
inferredcites →https://doi.org/10.1090/mmono/065openalex-snapshot
One-Dimensional Stable Distributions
inferredcites →https://doi.org/10.1109/dasfaa.2003.1192380openalex-snapshot
Error minimization for approximate computation of range aggregates
inferredcites →https://doi.org/10.1109/focs.2008.76openalex-snapshot
Sketching and Streaming Entropy via Approximation Theory
inferredcites →https://doi.org/10.1109/focs.2011.82openalex-snapshot
Streaming Algorithms via Precision Sampling
inferredcites →https://doi.org/10.1109/icde.1992.213145openalex-snapshot
Maintenance of materialized views of sampling queries
inferredcites →https://doi.org/10.1109/icde.1999.754938openalex-snapshot
Algorithms for index-assisted selectivity estimation
inferredcites →https://doi.org/10.1109/icde.2000.839394openalex-snapshot
Dynamic Histograms: Capturing Evolving Data Sets
inferredcites →https://doi.org/10.1109/icde.2002.994778openalex-snapshot
Fast mining of massive tabular data via approximate distance computations
inferredcites →https://doi.org/10.1109/icde.2004.1320018openalex-snapshot
Approximate aggregation techniques for sensor databases
inferredcites →https://doi.org/10.1109/icde.2006.106openalex-snapshot
New Sampling-Based Estimators for OLAP Queries
inferredcites →https://doi.org/10.1109/icde.2006.157openalex-snapshot
Techniques for Warehousing of Sample Data
inferredcites →https://doi.org/10.1109/icde.2006.175openalex-snapshot
XCluster Synopses for Structured XML Content
inferredcites →https://doi.org/10.1109/icde.2006.84openalex-snapshot
ISOMER: Consistent Histogram Construction Using Query Feedback
inferredcites →https://doi.org/10.1109/icde.2007.367889openalex-snapshot
The Haar+ Tree: A Refined Synopsis Data Structure
inferredcites →https://doi.org/10.1109/icde.2007.368961openalex-snapshot
Space Efficient Streaming Algorithms for the Maximum Error Histogram
inferredcites →https://doi.org/10.1109/icde.2008.4497414openalex-snapshot
Constant-Time Query Processing
inferredcites →https://doi.org/10.1109/icde.2008.4497433openalex-snapshot
Lattice Histograms: a Resilient Synopsis Structure
inferredcites →https://doi.org/10.1109/icde.2008.4497450openalex-snapshot
Randomized Synopses for Query Assurance on Data Streams
inferredcites →https://doi.org/10.1109/icde.2009.35openalex-snapshot
On Efficient Query Processing of Stream Counts on the Cell Processor
inferredcites →https://doi.org/10.1109/icdew.2007.4401052openalex-snapshot
How to scalably and accurately skip past streams
inferredcites →https://doi.org/10.1109/ideas.2006.31openalex-snapshot
Multi-dimensional Histograms with Tight Bounds for the Error
inferredcites →https://doi.org/10.1109/infcom.2004.1354567openalex-snapshot
What's new: Finding significant differences in network data streams
inferredcites →https://doi.org/10.1109/infcom.2007.220openalex-snapshot
A Fast and Compact Method for Unveiling Significant Patterns in High Speed Networks
inferredcites →https://doi.org/10.1109/pdis.1996.568684openalex-snapshot
Building regression cost models for multidatabase systems
inferredcites →https://doi.org/10.1109/sfcs.2000.892082openalex-snapshot
Stable distributions, pseudorandom generators, embeddings and data stream computation
inferredcites →https://doi.org/10.1109/sfcs.2003.1238202openalex-snapshot
Tight lower bounds for the distinct elements problem
inferredcites →https://doi.org/10.1109/sfcs.2003.1238221openalex-snapshot
Gossip-based computation of aggregate information
inferredcites →https://doi.org/10.1109/soac.1991.143854openalex-snapshot
Equidepth partitioning of a data set based on finding its medians
inferredcites →https://doi.org/10.1109/ssdbm.2007.27openalex-snapshot
A Fast Algorithm for Approximate Quantiles in High Speed Data Streams
inferredcites →https://doi.org/10.1109/ssdm.1997.621151openalex-snapshot
Large-sample and deterministic confidence intervals for online aggregation
inferredcites →https://doi.org/10.1109/ssdm.1999.787618openalex-snapshot
Fast approximate answers to aggregate queries on a data cube
inferredcites →https://doi.org/10.1109/ssdm.1999.787640openalex-snapshot
Range selectivity estimation for continuous attributes
inferredcites →https://doi.org/10.1109/ssdm.2003.1214974openalex-snapshot
A quad-tree based multiresolution approach for two-dimensional summary data
inferredcites →https://doi.org/10.1109/tkde.2003.1198389openalex-snapshot
One-pass wavelet decompositions of data streams
inferredcites →https://doi.org/10.1109/tkde.2007.1039openalex-snapshot
A Note on Linear Time Algorithms for Maximum Error Histograms
inferredcites →https://doi.org/10.1109/tnet.2005.860096openalex-snapshot
What's new: finding significant differences in network data streams
inferredcites →https://doi.org/10.1109/tnet.2007.896150openalex-snapshot
Reversible Sketches: Enabling Monitoring and Analysis Over High-Speed Data Streams
inferredcites →https://doi.org/10.1109/wsc.2009.5429684openalex-snapshot
How simulation languages should report results: A modest proposal
inferredcites →https://doi.org/10.1111/j.1541-0420.2005.00390.xopenalex-snapshot
An Estimator of Number of Species from Quadrat Sampling
inferredcites →https://doi.org/10.1137/050643672openalex-snapshot
Range‐Efficient Counting of Distinct Elements in a Massive Data Stream
inferredcites →https://doi.org/10.1137/1.9781611972757.5openalex-snapshot
Summarizing and Mining Skewed Data Streams
inferredcites →https://doi.org/10.1137/1.9781611973075.92openalex-snapshot
1-Pass Relative-Error L p -Sampling with Applications
inferredcites →https://doi.org/10.1137/1036095openalex-snapshot
An Overview of Wavelet Based Multiresolution Analyses
inferredcites →https://doi.org/10.1137/s0097539701398363openalex-snapshot
Maintaining Stream Statistics over Sliding Windows
inferredcites →https://doi.org/10.1145/1007568.1007575openalex-snapshot
Holistic UDAFs at streaming speeds
inferredcites →https://doi.org/10.1145/1007568.1007601openalex-snapshot
A bi-level Bernoulli scheme for database sampling
inferredcites →https://doi.org/10.1145/1007568.1007602openalex-snapshot
Effective use of block-level sampling in statistics estimation
inferredcites →https://doi.org/10.1145/1007568.1007603openalex-snapshot
Online maintenance of very large random samples
inferredcites →https://doi.org/10.1145/1007568.1007646openalex-snapshot
Approximation techniques for spatial data
inferredcites →https://doi.org/10.1145/1055558.1055582openalex-snapshot
Deterministic wavelet thresholding for maximum-error metrics
inferredcites →https://doi.org/10.1145/1055558.1055586openalex-snapshot
Synopses for query optimization
inferredcites →https://doi.org/10.1145/1060590.1060621openalex-snapshot
Optimal approximations of the frequency moments of data streams
inferredcites →https://doi.org/10.1145/1064092.1064116openalex-snapshot
Sampling in dynamic data streams and applications
inferredcites →https://doi.org/10.1145/1066677.1066831openalex-snapshot
An information theoretic histogram for single dimensional selectivity estimation
inferredcites →https://doi.org/10.1145/1081870.1081884openalex-snapshot
Wavelet synopsis for data streams
inferredcites →https://doi.org/10.1145/1109557.1109634openalex-snapshot
Simpler algorithm for estimating frequency moments of data streams
inferredcites →https://doi.org/10.1145/1114244.1114246openalex-snapshot
Wavelet synopses for general error metrics
inferredcites →https://doi.org/10.1145/1114244.1114251openalex-snapshot
Synopses for query optimization
inferredcites →https://doi.org/10.1145/1132863.1132873openalex-snapshot
Approximation and streaming algorithms for histogram construction problems
inferredcites →https://doi.org/10.1145/1142351.1142389openalex-snapshot
Space- and time-efficient deterministic algorithms for biased quantiles over data streams
inferredcites →https://doi.org/10.1145/1147954.1147955openalex-snapshot
Stable distributions, pseudorandom generators, embeddings, and data stream computation
inferredcites →https://doi.org/10.1145/115790.115835openalex-snapshot
On the propagation of errors in the size of join results
inferredcites →https://doi.org/10.1145/1166074.1166082openalex-snapshot
XSKETCH synopses for XML data graphs
inferredcites →https://doi.org/10.1145/1185347.1185364openalex-snapshot
High-throughput sketch update on a low-power stream processor
inferredcites →https://doi.org/10.1145/1242524.1242526openalex-snapshot
Optimized stratified sampling for approximate query processing
inferredcites →https://doi.org/10.1145/1242524.1242527openalex-snapshot
Extended wavelets for multiple measures
inferredcites →https://doi.org/10.1145/1247480.1247503openalex-snapshot
Statistical analysis of sketch estimators
inferredcites →https://doi.org/10.1145/1247480.1247504openalex-snapshot
On synopses for distinct-value estimation under multiset operations
inferredcites →https://doi.org/10.1145/1247480.1247560openalex-snapshot
Scalable approximate query processing with the DBO engine
inferredcites →https://doi.org/10.1145/1265530.1265544openalex-snapshot
Maintaining bernoulli samples over evolving multisets
inferredcites →https://doi.org/10.1145/1281100.1281133openalex-snapshot
Summarizing data using bottom-k sketches
inferredcites →https://doi.org/10.1145/1281192.1281235openalex-snapshot
Exploiting duality in summarization with deterministic guarantees
inferredcites →https://doi.org/10.1145/130283.130335openalex-snapshot
Sequential sampling procedures for query size estimation
inferredcites →https://doi.org/10.1145/1330107.1330138openalex-snapshot
Improving sketch reconstruction accuracy using linear least squares method
inferredcites →https://doi.org/10.1145/1353343.1353418openalex-snapshot
Why go logarithmic if we can go linear?
inferredcites →https://doi.org/10.1145/1368436.1368446openalex-snapshot
Processing top k queries from samples
inferredcites →https://doi.org/10.1145/1376616.1376657openalex-snapshot
Sampling time-based sliding windows in bounded space
inferredcites →https://doi.org/10.1145/1386118.1386121openalex-snapshot
Sketches for size of join estimation
inferredcites →https://doi.org/10.1145/1386118.1386124openalex-snapshot
Hierarchical synopses with optimal error guarantees
inferredcites →https://doi.org/10.1145/1508857.1508860openalex-snapshot
TuG synopses for approximate query answering
inferredcites →https://doi.org/10.1145/1508857.1508863openalex-snapshot
Robust approximate aggregation in sensor data management systems
inferredcites →https://doi.org/10.1145/1516360.1516445openalex-snapshot
Unrestricted wavelet synopses under maximum error bound
inferredcites →https://doi.org/10.1145/153850.153875openalex-snapshot
Fixed-precision estimation of join selectivity
inferredcites →https://doi.org/10.1145/169725.169708openalex-snapshot
Optimal histograms for limiting worst-case error propagation in the size of join results
inferredcites →https://doi.org/10.1145/1807085.1807099openalex-snapshot
Optimal sampling from distributed streams
inferredcites →https://doi.org/10.1145/182591.182594openalex-snapshot
On the relative cost of sampling for join selectivity estimation
inferredcites →https://doi.org/10.1145/1989284.1989289openalex-snapshot
Tight bounds for Lp samplers, finding duplicates in streams, and related problems
inferredcites →https://doi.org/10.1145/1993744.1993763openalex-snapshot
Structure-aware sampling on data streams
inferredcites →https://doi.org/10.1145/223784.223841openalex-snapshot
Balancing histogram optimality and practicality for query result size estimation
inferredcites →https://doi.org/10.1145/233269.233340openalex-snapshot
Bifocal sampling for skew-resistant join size estimation
inferredcites →https://doi.org/10.1145/233269.233342openalex-snapshot
Improved histograms for selectivity estimation of range predicates
inferredcites →https://doi.org/10.1145/235968.233340openalex-snapshot
Bifocal sampling for skew-resistant join size estimation
inferredcites →https://doi.org/10.1145/237814.237823openalex-snapshot
The space complexity of approximating the frequency moments
inferredcites →https://doi.org/10.1145/276304.276334openalex-snapshot
New sampling-based summary statistics for improving approximate query answers
inferredcites →https://doi.org/10.1145/276304.276343openalex-snapshot
Random sampling for histogram construction
inferredcites →https://doi.org/10.1145/276304.276344openalex-snapshot
Wavelet-based histograms for selectivity estimation
inferredcites →https://doi.org/10.1145/276698.276781openalex-snapshot
Min-wise independent permutations (extended abstract)
inferredcites →https://doi.org/10.1145/303976.303978openalex-snapshot
Tracking join and self-join sizes in limited storage
inferredcites →https://doi.org/10.1145/304181.304199openalex-snapshot
Approximate computation of multidimensional aggregates of sparse data using wavelets
inferredcites →https://doi.org/10.1145/304181.304203openalex-snapshot
A comparison of selectivity estimators for range queries on metric attributes
inferredcites →https://doi.org/10.1145/304181.304207openalex-snapshot
Join synopses for approximate query answering
inferredcites →https://doi.org/10.1145/304181.304208openalex-snapshot
Ripple joins for online aggregation
inferredcites →https://doi.org/10.1145/304181.304581openalex-snapshot
The Aqua approximate query answering system
inferredcites →https://doi.org/10.1145/304182.304581openalex-snapshot
The Aqua approximate query answering system
inferredcites →https://doi.org/10.1145/308386.308455openalex-snapshot
Statistical estimators for relational algebra expressions
inferredcites →https://doi.org/10.1145/335168.335230openalex-snapshot
Towards estimation error guarantees for distinct values
inferredcites →https://doi.org/10.1145/335191.335448openalex-snapshot
Approximating multi-dimensional aggregate range queries over real attributes
inferredcites →https://doi.org/10.1145/362686.362692openalex-snapshot
Space/time trade-offs in hash coding with allowable errors
inferredcites →https://doi.org/10.1145/366573.366611openalex-snapshot
On the approximation of curves by line segments using dynamic programming
inferredcites →https://doi.org/10.1145/375663.375670openalex-snapshot
Space-efficient online computation of quantile summaries
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What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Query cost estimation in graph databases via emphasizing query dependencies by using a neural reasoning network
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Bounded-Memory Stream Processing
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Fault Tolerant Data Stream Processing in Cooperation with OLTP Engine
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Accelerating Real-Time Tracking Applications over Big Data Stream with Constrained Space
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Optimizing Performance of Aggregate Query Processing with Histogram Data Structure
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Adaptive Online First-Order Monitoring
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Private Aggregation from Fewer Anonymous Messages
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Efficiently Discovering Regions of Interest with User-Defined Score Function
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Accurate Cardinality Estimation of Co-occurring Words Using Suffix Trees
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Space-Bounded Query Approximation
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Robust Cardinality Estimation for Subgraph Isomorphism Queries on Property Graphs
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Supporting Real-Time Analytic Queries in Big and Fast Data Environments
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A Metadata Diagnostic Framework for a New Approximate Query Engine Working with Granulated Data Summaries
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Incremental Approximate Computing
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Approximate Computing for Stream Analytics
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Query Morphing: A Proximity-Based Approach for Data Exploration and Query Reformulation
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Sampling Estimators for Parallel Online Aggregation
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Spectral Sparsification in Dynamic Graph Streams
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Sketching Earth-Mover Distance on Graph Metrics
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Collecting Valuable Information from Fast Text Streams
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Load-Aware Shedding in Stream Processing Systems
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Query Morphing: A Proximity-Based Data Exploration for Query Reformulation
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Interactive Data Exploration of Distributed Raw Files: A Systematic Mapping Study
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An Asymptotic Ensemble Learning Framework for Big Data Analysis
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A Flexible Sketch-Based Network Traffic Monitoring Infrastructure
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Behavioral Featurization for Data of Unknown or Volatile Dimensionality
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Cuckoo Counter: A Novel Framework for Accurate Per-Flow Frequency Estimation in Network Measurement
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Scalable cyber-security analytics with a new summary-based approximate query engine
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A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams
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Workload Prediction for Adaptive Approximate Query Processing
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Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets
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Queriosity: Automated Data Exploration
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Archimedes: A Framework to Support Distributional Similarity Analysis over Arbitrary Spatiotemporal Scopes at Scale
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Federated Querying of Heterogeneous Spatiotemporal Data over Polyglot Stores
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Optimization of textual attribute support in generic location-aware rank query
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A MapReduce-Based Framework for Analyzing Web Logs in Offline Streams
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SAQP++: Bridging the Gap between Sampling-Based Approximate Query Processing and Aggregate Precomputation
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Ranking Mutual Information Dependencies in a Summary-based Approximate Analytics Framework
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Estimating Edge-Local Triangle Count Heavy Hitters in Edge-Linear Time and Almost-Vertex-Linear Space
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Content Centric Peer Data Sharing in Pervasive Edge Computing Environments
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Time travel in a scientific array database
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MuVE: Efficient Multi-Objective View Recommendation for Visual Data Exploration
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Event regularity and irregularity in a time unit
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GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search
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Taster: Self-Tuning, Elastic and Online Approximate Query Processing
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Assessing and Remedying Coverage for a Given Dataset
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Bursty Event Detection Throughout Histories
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An Agile Sample Maintenance Approach for Agile Analytics
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Load Shedding for Complex Event Processing: Input-based and State-based Techniques
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LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data
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Approximating Multidimensional Range Counts with Maximum Error Guarantees
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LATEST: Learning-Assisted Selectivity Estimation Over Spatio-Textual Streams
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Social Visibility Optimization in OSNs with Anonymity Guarantees: Modeling, Algorithms and Applications
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Exploratory Data Analysis in SAP IQ Using Query-Time Sampling
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Jarvis: Large-scale Server Monitoring with Adaptive Near-data Processing
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A Sketch-based Index for Correlated Dataset Search
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JanusAQP: Efficient Partition Tree Maintenance for Dynamic Approximate Query Processing
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HistSketch: A Compact Data Structure for Accurate Per-Key Distribution Monitoring
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SK-Gradient: Efficient Communication for Distributed Machine Learning with Data Sketch
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Synthetic Data Generation for Enterprise DBMS
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Unify: An Unstructured Data Analytics System
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DeltaINT: Toward General In-band Network Telemetry with Extremely Low Bandwidth Overhead
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Graph-Attention-Network-Based Cost Estimation Model in Materialized View Environment
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Approximating Aggregated SQL Queries with LSTM Networks
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Pervasive edge data sharing in MANET
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LD-Sketch: A distributed sketching design for accurate and scalable anomaly detection in network data streams
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A Generic Technique for Sketches to Adapt to Different Counting Ranges
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Recursive Ground Truth Estimator for Social Data Streams
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Constant- Time Approximate Sliding Window Framework with Error Control
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Improving Packet Flow Counting With Fingerprint Counting
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Visual Analysis of Simulation Uncertainty Using Cost-Effective Sampling
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Faking Elephant Flows on the Count Min Sketch
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Decaying Telco Big Data with Data Postdiction
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Exploring Learned Data Reduction for Energy Savings on Battery-Powered Devices
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Streaming data correlation on GPUs
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Taming Multidimensional Analytics Costs: An Empirical Study of HLL and KLL Sketches in Cloud Data Warehouses
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Sketching Data Sets for Large-Scale Learning: Keeping only what you need
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Efficient Service Chain Verification Using Sketches and Small Samples
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MoHA: A Composable System for Efficient In-Situ Analytics on Heterogeneous HPC Systems
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VideoEdge: Processing Camera Streams using Hierarchical Clusters
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On Data Summarization for Machine Learning in Multi-organization Federations
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Identifying the Most Recent Heavy Hitters in Large-Scale Streams Using Block-wise Counting
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Using Osmotic Services Composition for Dynamic Load Balancing of Smart City Applications
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Implementation of Hashing Algorithms in Stream Mining
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Dependability of the K Minimum Values Sketch: Protection and Comparative Analysis
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Unknown Sparsity in Compressed Sensing: Denoising and Inference
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LINQ: A Framework for Location-Aware Indexing and Query Processing
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Indexing Earth Mover’s Distance over Network Metrics
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Improving Accuracy and Robustness of Self-Tuning Histograms by Subspace Clustering
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Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables
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Efficient Recommendation of Aggregate Data Visualizations
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Sampling and Reconstruction Using Bloom Filters
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Scaling the Construction of Wavelet Synopses for Maximum Error Metrics
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Bounded Approximate Query Processing
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Bit-oriented Sampling for Aggregation on Big Data
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Evaluating Public Anxiety for Topic-Based Communities in Social Networks
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Estimating the Total Volume of Queries to a Search Engine
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Frequency Estimation in Data Streams: Learning the Optimal Hashing Scheme
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MOSE: A Monotonic Selectivity Estimator Using Learned CDF
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A General Cardinality Estimation Framework for Subgraph Matching in Property Graphs
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Road-aware Indexing for Trajectory Range Queries
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Generalized Measure-Biased Sampling and Priority Sampling
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When Quantum Computing Meets Database: A Hybrid Sampling Framework for Approximate Query Processing
inferred← citeshttps://doi.org/10.1109/tnet.2021.3107418openalex-snapshot
SEAD Counter: Self-Adaptive Counters With Different Counting Ranges
inferred← citeshttps://doi.org/10.1109/tnsm.2020.3048265openalex-snapshot
Euclid: A Fully In-Network, P4-Based Approach for Real-Time DDoS Attack Detection and Mitigation
inferred← citeshttps://doi.org/10.1109/tnsm.2022.3172299openalex-snapshot
Compressing Distributed Network Sketches With Traffic-Aware Summaries
inferred← citeshttps://doi.org/10.1109/tpami.2024.3388589openalex-snapshot
Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data
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