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IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 05/2018, Volume 30, Issue 5, pp. 978 - 991
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 06/2014, Volume 25, Issue 6, pp. 1447 - 1463
This article addresses the profitability problem associated with auto-parallelization of general-purpose distributed data stream processing applications.... 
Measurement | Availability | Runtime | elasticity | Parallel processing | Throughput | Safety | Indexes | Data stream processing | parallelization | COMPUTER SCIENCE, THEORY & METHODS | ENGINEERING, ELECTRICAL & ELECTRONIC | Elasticity | Research | Analysis | Elastic scattering | Profitability | Partitioning | Run time (computers) | Dynamics | Data transmission | Flow graphs | Dynamical systems | Channels
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 11/2016, Volume 28, Issue 11, pp. 2998 - 3012
Journal Article
The VLDB Journal, ISSN 1066-8888, 6/2015, Volume 24, Issue 3, pp. 345 - 368
While traditional data management systems focus on evaluating single, ad hoc queries over static data sets in a centralized setting, several emerging... 
Continuous queries | Sketches | Distributed monitoring | Computer Science | Database Management | COMPUTER SCIENCE, INFORMATION SYSTEMS | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Journal Article
Ruan Jian Xue Bao/Journal of Software, ISSN 1000-9825, 2018, Volume 29, Issue 3, pp. 869 - 882
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 10/2017, Volume 28, Issue 10, pp. 2770 - 2783
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 10/2019, Volume 30, Issue 10, pp. 2326 - 2337
This paper investigates reactive elasticity in stream processing environments where the performance goal is to analyze large amounts of data with low latency... 
Measurement | Storms | Computational modeling | Containers | Elasticity | Stream processing | apache storm | Data models | multi-level elasticity | Proposals | COMPUTER SCIENCE, THEORY & METHODS | ENGINEERING, ELECTRICAL & ELECTRONIC | Distributed, Parallel, and Cluster Computing | Computer Science
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10430, pp. 1 - 39
Journal Article
Future Generation Computer Systems, ISSN 0167-739X, 01/2019, Volume 90, pp. 578 - 591
Heterogeneous mobile, sensor, IoT, smart environment, and social networking applications have recently started to produce unbounded, fast, and massive-scale... 
Distributed data processing | Distributed tracing | Data stream processing | Data provenance | Apache Spark | COMPUTER SCIENCE, THEORY & METHODS | Information management
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 10/2019, p. 105114
Journal Article
The Journal of Supercomputing, ISSN 0920-8542, 9/2019, Volume 75, Issue 9, pp. 6118 - 6128
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 08/2019, Volume 30, Issue 8, pp. 1753 - 1767
In the last few years, a large number of real-time analytics applications rely on the Data Stream Processing (DSP) so to extract, in a timely manner, valuable... 
geo-distributed systems | Storms | Computational modeling | Distributed data stream processing | heuristics | Quality of service | Search problems | Delays | Optimization | operator placement | Operator placement | Heuristics | Geo-distributed systems | COST | COMPUTER SCIENCE, THEORY & METHODS | quality of service | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 02/2019, Volume 30, Issue 2, pp. 300 - 314
Distinct sampling is fundamental for computing statistics (e.g., the age and gender distribution of distinct users accessing a particular website) depending on... 
Measurement | Data stream | distinct sampling | Distributed databases | Random access memory | Sampling methods | Data models | IP networks | sketch | Monitoring | INFORMATION | NETWORKS | COMPUTER SCIENCE, THEORY & METHODS | COUNTING TRIANGLES | ALGORITHMS | ENGINEERING, ELECTRICAL & ELECTRONIC | State of the art | Websites | Memory (computers) | High speed | Data transmission | Sampling | Buckets
Journal Article
INTELLIGENT DATA ANALYSIS, ISSN 1088-467X, 2019, Volume 23, Issue 1, pp. 77 - 102
The emergence of Big Data has had a profound impact on how data are analyzed. Open source distributed stream processing platforms have gained popularity for... 
analytical query | Streaming Big Data | resource scheduling | distributed stream processing | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Platforms | Data analysis | Queries | Big Data | Variations | Data transmission | Scheduling | Graph theory | Online analytical processing | Algorithms | Data management | Clusters | Resource scheduling
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 07/2014, Volume 21, Issue 7, pp. 899 - 903
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 02/2014, Volume 25, Issue 2, pp. 478 - 487
Journal Article
Journal of Network and Computer Applications, ISSN 1084-8045, 02/2018, Volume 103, pp. 1 - 17
Under several emerging application scenarios, such as in smart cities, operational monitoring of large infrastructure, wearable assistance, and Internet of... 
Big Data | Cloud computing | Stream processing | Resource elasticity | Distributed, Parallel, and Cluster Computing | Networking and Internet Architecture | Computer Science
Journal Article
IEEE Access, ISSN 2169-3536, 2019, Volume 7, pp. 103198 - 103208
Journal Article
IEEE Transactions on Computers, ISSN 0018-9340, 01/2016, Volume 65, Issue 1, pp. 19 - 29
Journal Article
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