Data Streaming Research Topics Ideas.

1. Streamcloud: A large scale data streaming system
2. Streamcloud: An elastic and scalable data streaming system
3. Data streaming algorithms for efficient and accurate estimation of flow size distribution
4. Large-scale data visualization using parallel data streaming
5. Representing data quality in sensor data streaming environments
6. Streaming queries over streaming data
7. Private searching on streaming data
8. Data streaming with affinity propagation
9. Streaming-data algorithms for high-quality clustering
10. Data streaming algorithms for estimating entropy of network traffic
11. A novel mechanism for data streaming across multiple IP links for improving throughput and reliability in mobile environments
12. Streaming data integration: Challenges and opportunities
13. Verifiable data streaming
14. Private searching on streaming data
15. PSoup: a system for streaming queries over streaming data
16. ENTRADA: A high-performance network traffic data streaming warehouse
17. ERTP: Energy-efficient and reliable transport protocol for data streaming in wireless sensor networks
18. Joint Data Streaming and Sampling Techniques for Detection of Super Sources and Destinations.
19. Fast anomaly detection for streaming data
20. A performance evaluation of Apache Kafka in support of big data streaming applications
21. Condition based maintenance in railway transportation systems based on big data streaming analysis
22. Active learning with drifting streaming data
23. Recommendations for streaming data
24. Analysis and management of streaming data: A survey
25. Real-time streaming of environmental field data
26. Unsupervised real-time anomaly detection for streaming data
27. Production application performance data streaming for system monitoring
28. Dynamic resource provisioning for data streaming applications in a cloud environment
29. Machine learning for streaming data: state of the art, challenges, and opportunities
30. GStream: A general-purpose data streaming framework on GPU clusters
31. Semantic management of streaming data
32. Optimized on-demand data streaming from sensor nodes
33. A data streaming method for monitoring host connection degrees of high-speed links
34. Semantic access to streaming and static data at Siemens
35. Fjording the stream: An architecture for queries over streaming sensor data
36. Real-time analytics: Techniques to analyze and visualize streaming data
37. Streaming systems: the what, where, when, and how of large-scale data processing
38. Categorical skylines for streaming data
39. Sampling from a moving window over streaming data
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40. Sentiment knowledge discovery in twitter streaming data
41. Online filtering, smoothing and probabilistic modeling of streaming data
42. Efficient decision tree construction on streaming data
43. Streaming k-means on Well-Clusterable Data
44. Anomaly detection in streaming environmental sensor data: A data-driven modeling approach
45. VeriStream–a framework for verifiable data streaming
46. Metabolomic data streaming for biology-dependent data acquisition
47. A data streaming algorithm for estimating entropies of od flows
48. Stinger: High performance data structure for streaming graphs
49. XPath queries on streaming data
50. Adaptive preprocessing for streaming data
51. A data streaming model in MPI
52. Effective and efficient dimensionality reduction for large-scale and streaming data preprocessing
53. Active learning with evolving streaming data
54. Enabling ontology-based access to streaming data sources
55. Efficient data streaming with on-chip accelerators: Opportunities and challenges
56. Genealog: Fine-grained data streaming provenance at the edge
57. Dynamic querying of streaming data with the dQUOB system
58. Grid-based parallel data streaming implemented for the gyrokinetic toroidal code
59. Accelerometer-based fall detection using optimized ZigBee data streaming
60. Classifier ensembles for detecting concept change in streaming data: Overview and perspectives
61. Predicting taxi–passenger demand using streaming data
62. Streaming the web: Reasoning over dynamic data
63. Dynamic control of data streaming and processing in a virtualized environment
64. Activity recognition on streaming sensor data
65. Interactive visualization of streaming data with kernel density estimation
66. Benchmarking real-time vehicle data streaming models for a smart city
67. Secure provenance transmission for streaming data
68. High performance threaded data streaming for large scale simulations
69. A data streaming algorithm for estimating subpopulation flow size distribution
70. Visible-light communication system enabling 73 Mb/s data streaming
71. Supporting streaming updates in an active data warehouse
72. Is the sample good enough? comparing data from twitter’s streaming api with twitter’s firehose
73. Deep learning for IoT big data and streaming analytics: A survey
74. Modeling integration of streaming and data traffic
75. Distributed resource sharing in fog-assisted big data streaming
76. Permuting streaming data using RAMs
77. Data streaming for metabolomics: accelerating data processing and analysis from days to minutes
78. Scalable and reliable multi-dimensional sensor data aggregation in data streaming architectures
79. Data streaming 2.0
80. Online entropy-based discretization for data streaming classification
81. Last-touch correlated data streaming
82. Data streaming algorithms for accurate and efficient measurement of traffic and flow matrices
83. An efficient and unique TF/IDF algorithmic model-based data analysis for handling applications with big data streaming
84. Bluetooth low energy for data streaming: Application-level analysis and recommendation
85. Data streaming algorithms for the Kolmogorov-Smirnov test
86. Anyout: Anytime outlier detection on streaming data
87. Learning from streaming data with concept drift and imbalance: an overview
88. Real-time processing of streaming big data
89. An algorithm for in-core frequent itemset mining on streaming data
90. A Containerized Big Data Streaming Architecture for Edge Cloud Computing on Clustered Single-board Devices.
91. Big data for Natural Language Processing: A streaming approach
92. Optimizing the throughput of data-driven peer-to-peer streaming
93. CoolStreaming/DONet: A data-driven overlay network for peer-to-peer live media streaming
94. Detecting sentiment change in Twitter streaming data
95. An adaptive clustering and classification algorithm for Twitter data streaming in Apache Spark
96. Streaming big data processing in datacenter clouds
97. Evaluation methods and decision theory for classification of streaming data with temporal dependence
98. Representing data quality for streaming and static data
99. Safe data parallelism for general streaming
100. Compose: A semisupervised learning framework for initially labeled nonstationary streaming data
101. Towards optimising distributed data streaming graphs using parallel streams
102. Dynamically scaling apache storm for the analysis of streaming data
103. Verification and validation techniques for streaming big data analytics in internet of things environment
104. Diversity measure as a new drift detection method in data streaming
105. Haren: A framework for ad-hoc thread scheduling policies for data streaming applications
106. Approximately detecting duplicates for streaming data using stable bloom filters
107. Rethinking elastic online scheduling of big data streaming applications over high-velocity continuous data streams
108. High throughput data streaming of individual longitudinal electron bunch profiles
109. Finding hierarchical heavy hitters in streaming data
110. Frequent items in streaming data: An experimental evaluation of the state-of-the-art
111. Evaluating evolving structure in streaming data with modified Dunn’s indices
112. Data streaming in telepresence environments
113. SmartCell: A power-efficient reconfigurable architecture for data streaming applications
114. Nearly optimal verifiable data streaming
115. Clustering techniques for streaming data-a survey
116. A new data streaming method for locating hosts with large connection degree
117. Neighbor-based pattern detection for windows over streaming data
118. Beyond batch processing: towards real-time and streaming big data
119. Multi-level elasticity for wide-area data streaming systems: A reinforcement learning approach
120. Change detection in streaming multivariate data using likelihood detectors
121. Dasm: Data-streaming-based computing in nonvolatile memory architecture for embedded system
122. SDN-based and multitenant-aware resource provisioning mechanism for cloud-based big data streaming
123. Massive streaming data analytics: A case study with clustering coefficients
124. Resilient flow control for wireless data streaming in inductively coupled medical implants
125. Concept drift detection for streaming data
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126. Chaining watermarks for detecting malicious modifications to streaming data
127. Efficient data streaming multiway aggregation through concurrent algorithmic designs and new abstract data types
128. Voila: Visual anomaly detection and monitoring with streaming spatiotemporal data
129. Predictive online server provisioning for cost-efficient iot data streaming across collaborative edges
130. Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning
131. Openstream: Expressiveness and data-flow compilation of openmp streaming programs
132. An anomaly detection approach based on isolation forest algorithm for streaming data using sliding window
133. MOA-TweetReader: Real-Time Analysis in Twitter Streaming Data
134. Anonymizing streaming data for privacy protection
135. Quantity is nothing without quality: automated QA/QC for streaming environmental sensor data
136. Evolving Takagi-Sugeno fuzzy systems from streaming data (eTS+)
137. Examining students’ online interaction in a live video streaming environment using data mining and text mining
138. An efficient framework for generating storyline visualizations from streaming data
139. Architecture for analysis of streaming data
140. Supporting Efficient Streaming and Insertion of XML Data in RDBMS.
141. Mining recurring concept drifts with limited labeled streaming data
142. Streamdm: Advanced data mining in spark streaming
143. A task-level adaptive MapReduce framework for real-time streaming data in healthcare applications
144. Streaming authenticated data structures
145. Unsupervised clustering in streaming data
146. Cascade: High throughput data streaming via decoupled access-execute cgra
147. Ontology-based integration of streaming and static relational data with optique
148. Meshing streaming updates with persistent data in an active data warehouse
149. Anomaly pattern detection for streaming data
150. Streaming pca and subspace tracking: The missing data case
151. Incremental semi-supervised learning on streaming data
152. Parallel MCNN (PMCNN) with application to prototype selection on large and streaming data
153. Incremental partial least squares analysis of big streaming data
154. A security punctuation framework for enforcing access control on streaming data
155. Fast and quality-guaranteed data streaming in resource-constrained sensor networks
156. Faanst: fast anonymizing algorithm for numerical streaming data
157. [BOOK][B] Streaming, sharing, stealing: Big data and the future of entertainment
158. DTLS for lightweight secure data streaming in the internet of things
159. Carbon emissions and environmental management based on Big Data and Streaming Data: A bibliometric analysis
160. A streaming ensemble algorithm (SEA) for large-scale classification
161. Applying spark based machine learning model on streaming big data for health status prediction
162. Stormy: an elastic and highly available streaming service in the cloud
163. Efficient and Lightweight Data Streaming Authentication in Industrial Control and Automation Systems
164. Real-time sentiment analysis of twitter streaming data for stock prediction
165. StreamQRE: Modular specification and efficient evaluation of quantitative queries over streaming data
166. Machine learning from distributed streaming data
167. Exploring architectures, data and units for streaming end-to-end speech recognition with rnn-transducer
168. An iterative boosting-based ensemble for streaming data classification
169. Secure data streaming to untrusted road side units in intelligent transportation system
170. Link quality estimation for adaptive data streaming in WSN
171. Big data streaming for remote sensing time series analytics using MapReduce
172. Spy agencies tap data streaming from phone apps
173. Streaming compressed 3D data on the web using JavaScript and WebGL
174. Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
175. The medici integration framework: A platform for high performance data streaming applications
176. A unified framework for optimal wireless access for data streaming over vehicle-to-roadside communications
177. A symbolic representation of time series, with implications for streaming algorithms
178. Finding tendencies in streaming data using big data frequent itemset mining
179. A data streaming performance evaluation using resource constrained edge device
180. Anomaly detection over streaming data: Indy500 case study
181. A nodes scheduling model based on Markov chain prediction for big streaming data analysis
182. Streaming verification in data analysis
183. Streaming feature selection algorithms for big data: A survey
184. On training deep neural networks using a streaming approach
185. Efficient evaluation of XQuery over streaming data
186. Tracking recurrent concept drift in streaming data using ensemble classifiers
187. Streaming submodular maximization: Massive data summarization on the fly
188. Data management of sensor signals for high bandwidth data streaming to the cloud
189. Evolving local means method for clustering of streaming data
190. Density-based hierarchical clustering for streaming data
191. [BOOK][B] Mastering apache storm: Real-time big data streaming using kafka, hbase and redis
192. Practical off-chip meta-data for temporal memory streaming
193. Human factors in streaming data analysis: Challenges and opportunities for information visualization
194. A network edge monitoring approach for real-time data streaming applications
195. An incremental dimensionality reduction method for visualizing streaming multidimensional data
196. Subspace learning and imputation for streaming big data matrices and tensors
197. The ring buffer network bus (RBNB) dataturbine streaming data middleware for environmental observing systems
198. Real-time classification of streaming sensor data
199. Multi-window based ensemble learning for classification of imbalanced streaming data
200. Parallelizing XML data-streaming workflows via MapReduce
201. Typhoon: An SDN enhanced real-time big data streaming framework
202. The Forrester Wave™: Big Data Streaming Analytics, Q1 2016
203. Data compression by volume prototypes for streaming data
204. Streaming data fusion for the internet of things
205. When is it biased? Assessing the representativeness of twitter’s streaming API
206. A programming model for spatio-temporal data streaming applications
207. Dynamic fully homomorphic encryption-based merkle tree for lightweight streaming authenticated data structures
208. Incremental learning of concept drift from streaming imbalanced data
209. Towards high performance processing of streaming data in large data centers
210. China’s urban air quality evaluation with streaming data: A DEA window analysis
211. On the dynamics of classification measures for imbalanced and streaming data
212. Scalable scheduling of updates in streaming data warehouses
213. General data streaming
214. Experimental study on the performance and resource utilization of data streaming frameworks
215. Evolutionary model building under streaming data for classification tasks: opportunities and challenges
216. Design for real-time data acquisition based on streaming technology
217. Model-based validation of streaming data: (industry article)
218. Developing a real-time data analytics framework for twitter streaming data
219. Using system dynamics to assess the environmental management of cement industry in streaming data context
220. A Review of Tools for IoT Semantics and Data Streaming Analytics
221. Piecewise linear approximation in data streaming: Algorithmic implementations and experimental analysis
222. A client-side statistical prediction scheme for energy aware multimedia data streaming
223. Dynamic structure embedded online multiple-output regression for streaming data
224. Sensor data collection and analytics with thingsboard and spark streaming
225. Big data streaming with spark
226. The reconfigurable streaming vector processor (RSVP/spl trade/)
227. Event identification and tracking in social media streaming data
228. Exploring the optimal chunk selection policy for data-driven P2P streaming systems
229. A data streaming algorithm for detection of superpoints with small memory consumption
230. A distributed data streaming algorithm for network-wide traffic anomaly detection
231. Streaming SPARQL-extending SPARQL to process data streams
232. Determining trending topics in twitter with a data-streaming method in R
233. Integration of iot streaming data with efficient indexing and storage optimization
234. On the reliable detection of concept drift from streaming unlabeled data
235. A hebbian/anti-hebbian neural network for linear subspace learning: A derivation from multidimensional scaling of streaming data
236. Intrusion Detection in Industrial Networks via Data Streaming
237. I2: Interactive Real-Time Visualization for Streaming Data.
238. Towards improving feature extraction and classification for activity recognition on streaming data
239. Manufacturing systems at scale with big data streaming and online machine learning
240. GeneaLog: Fine-grained data streaming provenance in cyber-physical systems
241. ISDI: A new window-based framework for integrating IoT streaming data from multiple sources
242. Cloud resource scaling for big data streaming applications using a layered multi-dimensional hidden markov model
243. A survey on XML streaming evaluation techniques
244. Feature extraction for human activity recognition on streaming data
245. Event identification for local areas using social media streaming data
246. New constraints on the free-streaming of warm dark matter from intermediate and small scale Lyman- forest data
247. Coresets for k-segmentation of streaming data
248. Real time data streaming from smart phones
249. Concept drift in streaming data classification: algorithms, platforms and issues
250. Named entity disambiguation in streaming data
251. FluXQuery: An optimizing XQuery processor for streaming XML data
252. Data and computation transformations for Brook streaming applications on multiprocessors
253. Compressed sensing of streaming data
254. Elasticity management of streaming data analytics flows on clouds
255. Low-rank tucker approximation of a tensor from streaming data
256. Online censoring for large-scale regressions with application to streaming big data
257. FuseAD: unsupervised anomaly detection in streaming sensors data by fusing statistical and deep learning models
258. Social listening of city scale events using the streaming linked data framework
259. Streaming motions of galaxy clusters within 12 000 km s-1 — I. New spectroscopic data
260. Adaptive Methods for Activity Monitoring of Streaming Data.
261. Holistic UDAFs at streaming speeds
262. A partition-based approach to support streaming updates over persistent data in an active datawarehouse
263. New efficient constructions of verifiable data streaming with accountability
264. A multi-protocol system for configurable data streaming on IoT healthcare devices
265. Global music streaming data reveal diurnal and seasonal patterns of affective preference
266. High performance data streaming in service architecture
267. Streaming in a connected world: querying and tracking distributed data streams
268. A comparative study on sampling techniques for handling class imbalance in streaming data
269. Heuristics miners for streaming event data
270. A streaming processing unit for a CELL processor
271. Streaming random patches for evolving data stream classification
272. Layerp2p: A new data scheduling approach for layered streaming in heterogeneous networks
273. Streaming big data meets backpressure in distributed network computation
274. Battery-aware routing for streaming data transmissions in wireless sensor networks
275. Evaluation of measurement techniques for the validation of agent-based simulations against streaming data
276. Real-time Bayesian anomaly detection in streaming environmental data
277. XWAVE: Optimal and approximate extended wavelets for streaming data
278. Large-scale estimation in cyberphysical systems using streaming data: a case study with arterial traffic estimation
279. A differentially private unscented Kalman filter for streaming data in IoT
280. Efficient Unsupervised Dimension Reduction for Streaming Multiview Data
281. Apache storm based on topology for real-time processing of streaming data from social networks
282. Low latency analytics for streaming traffic data with Apache Spark
283. A multi-threaded streaming pipeline architecture for large structured data sets
284. DEA with streaming data
285. Streaming pulse data to the cloud with bluetooth LE or NODEMCU ESP8266
286. No Free Lunch Theorem for concept drift detection in streaming data classification: A review
287. Anomaly detection in streaming nonstationary temporal data
288. Continuous support vector regression for nonstationary streaming data
289. Programming spatio-temporal data streaming applications with high-level specifications
290. ntCard: a streaming algorithm for cardinality estimation in genomics data
291. Real time streaming data grid applications
292. PipeRench: A coprocessor for streaming multimedia acceleration
293. Internet streaming SIMD extensions
294. Candid with youtube: Adaptive streaming behavior and implications on data consumption
295. Ready PCIe data streaming solutions for FPGAs
296. Discovering hot topics using Twitter streaming data social topic detection and geographic clustering
297. Handling adversarial concept drift in streaming data
298. Submarine: A subscription-based data streaming framework for integrating large facilities and advanced cyberinfrastructure
299. SeTraStream: semantic-aware trajectory construction over streaming movement data
300. Classifying streaming of Twitter data based on sentiment analysis using hybridization
301. Benchmarking streaming computation engines: Storm, flink and spark streaming
302. Analysis of a simple approach to modeling performance for streaming data applications
303. An efficient and resilient approach to filtering and disseminating streaming data
304. Parallel processing of dynamic continuous queries over streaming data flows
305. Big-data streaming applications scheduling based on staged multi-armed bandits
306. Dynamic data assigning assessment clustering of streaming data
307. Piecewise linear approximation of streaming time series data with max-error guarantees
308. A belief rule based flood risk assessment expert system using real time sensor data streaming
309. A lightweight protocol for secure video streaming
310. Comparison of system performance for streaming data analysis in image processing tasks by sliding window
311. Dioptase: a distributed data streaming middleware for the future web of things
312. Fixed-rank approximation of a positive-semidefinite matrix from streaming data
313. Interactive Visualization of Streaming Text Data with Dynamic Maps.
314. Shared query processing in data streaming systems
315. A scalable supervised algorithm for dimensionality reduction on streaming data
316. A streaming framework for seamless building reconstruction from large-scale aerial lidar data
317. An empirical evaluation of battery power consumption for streaming data transmission to mobile devices
318. Streaming transducers for algorithmic verification of single-pass list-processing programs
319. CRAM: a container resource allocation mechanism for big data streaming applications
320. Stratified random sampling from streaming and stored data
321. Tutorial on network data streaming
322. An edge streaming data processing framework for autonomous driving
323. Resource allocation in a middleware for streaming data
324. Change detection in streaming data in the era of big data: models and issues
325. SAP: Improving continuous top-K queries over streaming data
326. An empirical determination of the polytropic index for the free-streaming solar wind using Helios 1 data
327. Parallel continuous outlier mining in streaming data
328. A grid density based framework for classifying streaming data in the presence of concept drift
329. Hard-real-time scheduling of data-dependent tasks in embedded streaming applications
330. Evaluating spatial-keyword queries on streaming data
331. Streaming random forests
332. A 650-MHz, IA-32 microprocessor with enhanced data streaming for graphics and video
333. Towards analytics aware ontology based access to static and streaming data
334. P2PCast: A peer-to-peer multicast scheme for streaming data
335. Improving the classification accuracy of streaming data using sax similarity features
336. Unsupervised outlier detection in streaming data using weighted clustering
337. Local correlation detection with linearity enhancement in streaming data
338. Measuring performance of road transportation industry in China in terms of integrated environmental efficiency in view of Streaming Data
339. Nearest neighbour classifiers for streaming data with delayed labelling
340. A statistical prediction-based scheme for energy-aware multimedia data streaming
341. Network monitoring as a streaming analytics problem
342. The second digital disruption: Streaming and the dawn of data-driven creativity
343. Cooperative media data streaming with scalable video coding
344. [BOOK][B] A model-based anomaly detection approach for analyzing streaming aircraft engine measurement data
345. Coconut palm: Static and streaming data series exploration now in your palm
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346. Generating graph snapshots from streaming edge data
347. Using labeled data to evaluate change detectors in a multivariate streaming environment
348. Data analytics applications for streaming data from social media: what to predict?
349. Real-time streaming data delivery over named data networking
350. SP-Partitioner: A novel partition method to handle intermediate data skew in spark streaming
351. Streaming data analysis on the wire
352. On some techniques for streaming data: a case study of internet packet headers
353. Predicting systolic blood pressure in real-time using streaming data and deep learning
354. A framework for multidimensional skyline queries over streaming data
355. Disseminating streaming data in a dynamic environment: an adaptive and cost-based approach
356. Statistical data reduction for streaming data
357. A visual analytics framework for reviewing streaming performance data
358. Turboflux: A fast continuous subgraph matching system for streaming graph data
359. A Streaming Parallel Decision Tree Algorithm.
360. Streaming tensor factorization for infinite data sources
361. Compiler-Assisted Data Streaming for Regular Code Structures
362. PrefixSpan based pattern mining using time sliding weight from streaming data
363. A novel online multi-label classifier for high-speed streaming data applications
364. A semantically enabled service architecture for mashups over streaming and stored data
365. Concurrent data structures for efficient streaming aggregation
366. Online cluster validity indices for performance monitoring of streaming data clustering
367. Active learning classification of drifted streaming data
368. DPASF: a flink library for streaming data preprocessing
369. Trading off space for passes in graph streaming problems
370. Cost-aware streaming workflow allocation on geo-distributed data centers
371. Classification of vessel activity in streaming data
372. Trade-off between environmental benefits and time costs for public bicycles: An empirical analysis using streaming data in China
373. A novel data streaming method detecting superpoints
374. Measurement of streaming potentials
375. Real-time traffic modeling and estimation with streaming probe data using machine learning
376. Pipelined parallel LZSS for streaming data compression on GPGPUs
377. Big-data streaming applications scheduling with online learning and concept drift detection
378. A comparative study of HTM and other neural network models for online sequence learning with streaming data
379. An efficient concept drift detection method for streaming data under limited labeling
380. Music Streaming in Denmark: An analysis of listening patterns and the consequences of a’per user’settlement model based on streaming data from WiMP
381. Buffer capacity computation for throughput constrained streaming applications with data-dependent inter-task communication
382. Delay-sensitive approaches for anonymizing numerical streaming data
383. Performance of the M-LWDF scheduling algorithm for streaming services in HSDPA
384. Visualization of streaming data: Observing change and context in information visualization techniques
385. On the design of a framework integrating an optimization engine with streaming technologies
386. Analysis of streaming data using big data and hybrid machine learning approach
387. Semantic Access to Siemens Streaming Data: the Optique Way.
388. SamzaSQL: Scalable fast data management with streaming SQL
389. Streamflow programming model for data streaming in scientific workflows
390. New estimation algorithms for streaming data: Count-min can do more
391. Efficient representation and interactive streaming of high-resolution panoramic views
392. Adaptive Data Streaming Service for Onboard Spacecraft Networks
393. Efficient streaming text clustering
394. An integrated resource management and scheduling system for grid data streaming applications
395. Hardware architecture proposal for teda algorithm to data streaming anomaly detection
396. Author attribution on streaming data
397. Networked transport of RTCM via internet protocol (Ntrip)… IP-Streaming for Real-Time GNSS Applications
398. Scikit-multiflow: A multi-output streaming framework
399. Renewable estimation and incremental inference in generalized linear models with streaming data sets
400. Private searching on streaming data based on keyword frequency
401. SenQ: An embedded query system for streaming data in heterogeneous interactive wireless sensor networks
402. A comparison of data streaming frameworks for anomaly detection in embedded systems
403. Online cluster validity indices for streaming data
404. Using control charts for detecting concept change in streaming data
405. Computationally efficient rule-based classification for continuous streaming data
406. Transmitting and gathering streaming data in wireless multimedia sensor networks within expected network lifetime
407. Dynamic reconfiguration optimisation with streaming data decompression
408. Adaptive video streaming with network coding enabled named data networking
409. A model, design, and implementation of an efficient multithreaded workflow execution engine with data streaming, caching, and storage constraints
410. Improving performance of mobile interactive data-streaming applications with multiple cloudlets
411. A survey on online feature selection with streaming features
412. Efficient verifiable data streaming
413. Fast distributed correlation discovery over streaming time-series data
414. A performance evaluation of scalable live video streaming with nano data centers
415. Cluster kernels: Resource-aware kernel density estimators over streaming data
416. Optimizing ZigBee for data streaming in body-area bio-feedback applications
417. A SPARQL engine for streaming RDF data
418. Performance-aware scheduling of streaming applications using genetic algorithm
419. Is data collection through twitter streaming api useful for academic research?
420. Application of machine learning model on streaming health data event in real-time to predict health status using spark
421. Jetstream: Enabling high performance event streaming across cloud data-centers
422. Privacy-preserving data integrity verification by using lightweight streaming authenticated data structures for healthcare cyber–physical system
423. Sparse travel time estimation from streaming data
424. StreamTX: extracting tuples from streaming XML data
425. A privacy-preserving approach to streaming eye-tracking data
426. Correlated anomaly detection from large streaming data
427. Improved Kalman filter based differentially private streaming data release in cognitive computing
428. A hybrid FEC-ARQ protocol for low-delay lossless sequential data streaming
429. Energy-efficient proactive caching for adaptive video streaming via data-driven optimization
430. Data streaming, workflow and firewall-friendly Grid Services with Styx
431. Statistical data mining of streaming motion data for activity and fall recognition in assistive environments
432. Modelless data quality improvement of streaming synchrophasor measurements by exploiting the low-rank Hankel structure
433. A comparative study on streaming frameworks for big data
434. Transmitting streaming data in wireless multimedia sensor networks with holes
435. Real-time streaming of multichannel audio data over Internet
436. Efficient evaluation of regular path expressions on streaming XML data
437. OR black box and surgical control tower: Recording and streaming data and analytics to improve surgical care
438. Coconut: sortable summarizations for scalable indexes over static and streaming data series
439. Transport of fluid and ions through a porous-permeable charged-hydrated tissue, and streaming potential data on normal bovine articular cartilage
440. Ontology based data access on temporal and streaming data
441. Mercury: Metro density prediction with recurrent neural network on streaming CDR data
442. Variance-reduced stochastic gradient descent on streaming data
443. Confidence decision trees via online and active learning for streaming data
444. [BOOK][B] Big data analytics using Splunk: Deriving operational intelligence from social media, machine data, existing data warehouses, and other real-time streaming …
445. Sampling streaming data with replacement
446. Online robust low-rank tensor modeling for streaming data analysis
447. Supervised clustering of streaming data for email batch detection
448. Parallel and streaming generation of ghost data for structured grids
449. Streaming data
450. KStreams: kernel support for efficient data streaming in proxy servers
451. Bobolang: A language for parallel streaming applications
452. A data reception method to reduce interruption time in P2P streaming environments
453. Markov Boundary Learning With Streaming Data for Supervised Classification
454. Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with -Divergences
455. Online Distributed IoT Security Monitoring With Multidimensional Streaming Big Data
456. Joint source coding and data rate adaptation for energy efficient wireless video streaming
457. MOA concept drift active learning strategies for streaming data
458. Towards Kernel Density Estimation over Streaming Data.
459. Sentiment analysis for sarcasm detection on streaming short text data
460. Buffer management for aggregated streaming data with packet dependencies
461. Enabling semantic access to static and streaming distributed data with optique
462. Improvement of kafka streaming using partition and multi-threading in big data environment
463. Sub-linear race sketches for approximate kernel density estimation on streaming data
464. A real-time big data sentiment analysis for iraqi tweets using spark streaming
465. Automated change detection and reactive clustering in multivariate streaming data
466. On peer-to-peer media streaming
467. The energy and greenhouse-gas implications of internet video streaming in the United States
468. Optimization of real-time ultrasound PCIe data streaming and OpenCL processing for SAFT imaging
469. Seismology in the cloud: A new streaming workflow
470. Ice streaming in the Laurentide Ice Sheet: A first comparison between data-calibrated numerical model output and geological evidence
471. An efficient online direction-preserving compression approach for trajectory streaming data
472. A mobile agent-based communications middleware for data streaming in the battlefield
473. [BOOK][B] Scala and Spark for Big Data Analytics: Explore the concepts of functional programming, data streaming, and machine learning
474. Finding longest increasing and common subsequences in streaming data
475. Finding approximate frequent patterns in streaming medical data
476. A coverage based ensemble algorithm (CBEA) for streaming data
477. MedSMan: A streaming data management system over live multimedia
478. Private searching for single and conjunctive keywords on streaming data
479. Gigavoxels: Ray-guided streaming for efficient and detailed voxel rendering
480. Kintense: A robust, accurate, real-time and evolving system for detecting aggressive actions from streaming 3d skeleton data
481. Online diarization of streaming audio-visual data for smart environments
482. Efficient k-NN search on streaming data series
483. Correlating burst events on streaming stock market data
484. Forward decay: A practical time decay model for streaming systems
485. SWEclat: a frequent itemset mining algorithm over streaming data using Spark Streaming
486. Visualizing streaming text data with dynamic graphs and maps
487. Streaming the sound of smart cities: Experimentations on the smartsantander test-bed
488. Data analytics: industrial perspective & solutions for streaming data
489. A new operator for efficient stream-relation join processing in data streaming engines
490. Distributed join processing between streaming and stored big data under the micro-batch model
491. SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources
492. High speed streaming data analysis of web generated log streams
493. Real-time visualization of streaming text data: Tasks and challenges
494. Conformal prediction for distribution-independent anomaly detection in streaming vessel data
495. 75,000,000,000 streaming inserts/second using hierarchical hypersparse graphblas matrices
496. High brightness MEMS mirror based head-up display (HUD) modules with wireless data streaming capability
497. Streaming data payment protocol (sdpp) for the internet of things
498. Diamond sketch: Accurate per-flow measurement for big streaming data
499. Streaming MASSIF: cascading reasoning for efficient processing of IoT data streams
500. vi: LabVIEW program for reliable data streaming of large analog time series