Reliable stream data processing for elastic distributed stream processing systems

Pec: Proactive Elastic Collaborative Resource Scheduling in Data Stream Processing

(2019) Xiaohui Wei et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Research on comprehensive point of interest (POI) recommendation based on spark

(2018) Fangcheng He et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Elastic-PPQ: A two-level autonomic system for spatial preference query processing over dynamic data streams

(2018) Gabriele Mencagli et al.   Future Generation Computer Systems-The International Journal of eScience

Elastic Symbiotic Scaling of Operators and Resources in Stream Processing Systems

(2018) Federico Lombardi et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Distributed data stream processing and edge computing: A survey on resource elasticity and future directions

(2018) Marcos Dias de Assunção et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Towards operator-less data centers through data-driven, predictive, proactive autonomics

(2016) Alina Sîrbu et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Elastic Scaling for Data Stream Processing

(2014) Bugra Gedik et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

StreamCloud: An Elastic and Scalable Data Streaming System

(2012) Vincenzo Gulisano et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Fault-tolerance in the borealis distributed stream processing system

(2008) Magdalena Balazinska et al.   ACM TRANSACTIONS ON DATABASE SYSTEMS

MapReduce

(2008) Jeffrey Dean et al.   COMMUNICATIONS OF THE ACM