, Fundamentals of Stream Processing: Application Design, Systems, and Analytics, 2014.
Scheduling in distributed systems: A cloud computing perspective, Computer Science Review, vol.30, 2018. ,
Apache Flink : Stream and batch processing in a single engine, Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, vol.36, p.4, 2015. ,
Distributed QoS-aware scheduling in storm, Proc. DEBS'15, 2015. ,
Optimal Operator Replication and Placement for Distributed Stream Processing Systems, ACM SIGMETRICS Performance Evaluation Review, vol.44, p.4, 2017. ,
Decentralized self-adaptation for elastic Data Stream Processing, Future Generation Computer Systems, vol.87, 2018. ,
New Landscapes of the Data Stream Processing in the era of Fog Computing, Future Generation Computer Systems, 2019. ,
Latency-Aware Placement of Data Stream Analytics on Edge Computing, Proc. ICSOC, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01875936
DROPLET: Distributed Operator Placement for IoT Applications Spanning Edge and Cloud Resources, Proc. IEEE CLOUD, 2018. ,
Performance prediction of data streams on high-performance architecture, Human-centric Computing and Information Sciences, vol.9, issue.2, 2019. ,
A catalog of stream processing optimizations, Comput. Surveys, vol.46, p.4, 2014. ,
Operator Placement with QoS Constraints for Distributed Stream Processing, Proc. CNSM, 2011. ,
Benchmarking Distributed Stream Processing Engines, Proc. ICDE, 2018. ,
Model-Based Performance Evaluation of Batch and Stream Applications for Big Data, Proc. MASCOTS, 2017. ,
Performance Modeling and Predictive Scheduling for Distributed Stream Data Processing, IEEE Trans. on Big Data, vol.2, p.4, 2016. ,
Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning, Proc. VLDB Endow, 2018. ,
Performance-Oriented Deployment of Streaming Applications on Cloud, IEEE Trans. on Big Data, vol.5, p.1, 2019. ,
SpinStreams: a Static Optimization Tool for Data Stream Processing Applications, Proc. Middleware, 2018. ,
Efficient Operator Placement for Distributed Data Stream Processing Applications, IEEE Trans. on Parallel and Distributed Systems, 2019. ,
Network-aware operator placement for stream processing systems, Proc. ICDE, 2006. ,
A Comprehensive Survey on Parallelization and Elasticity in Stream Processing, Comput. Surveys, vol.52, 2019. ,
Incremental deployment and migration of geo-distributed situation awareness applications in the fog, Proc. DEBS, 2016. ,
Model-driven scheduling for distributed stream processing systems, J. Parallel and Distrib. Comput, vol.117, 2018. ,
A Survey of State Management in Big Data Processing Systems, The VLDB Journal, vol.27, 2018. ,
, Proc. SIGMOD, 2014.
Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics, Proc. NSDI, 2016. ,
Performance Prediction for Apache Spark Platform, Proc. HPCC-CSS-ICESS '15, 2015. ,
Levenberg-Marquardt algorithm, 2019. ,
, Global ping statistics, 2019.
Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing, Proc. NSDI, 2012. ,