Runtime adaptation of data stream processing systems: The state of the art

V Cardellini, F Lo Presti, M Nardelli… - ACM Computing …, 2022 - dl.acm.org
Data stream processing (DSP) has emerged over the years as the reference paradigm for
the analysis of continuous and fast information flows, which often have to be processed with …

Recent advancements in event processing

M Dayarathna, S Perera - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Event processing (EP) is a data processing technology that conducts online processing of
event information. In this survey, we summarize the latest cutting-edge work done on EP …

云安全研究进展综述

俞能海, 郝卓, 徐甲甲, 张卫明, 张驰 - 电子学报, 2013 - ejournal.org.cn
随着云计算在学术界和工业界的兴起, 云计算也不可避免的带来了一些安全问题.
本文对云计算的安全需求进行了总结, 指出云计算不仅在机密性, 数据完整性 …

Resource management and scheduling in distributed stream processing systems: a taxonomy, review, and future directions

X Liu, R Buyya - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Stream processing is an emerging paradigm to handle data streams upon arrival, powering
latency-critical application such as fraud detection, algorithmic trading, and health …

[PDF][PDF] Real-Time Analytics In Streaming Big Data: Techniques And Applications

MA Alam, AR Nabil, AA Mintoo… - Journal of Science and …, 2024 - researchgate.net
The rise of streaming big data has revolutionized the domain of real-time analytics, enabling
organizations to process and analyze data as it is generated (Sun et al., 2020). Unlike …

Agent-based load balancing in cloud data centers

JO Gutierrez-Garcia, A Ramirez-Nafarrate - Cluster Computing, 2015 - Springer
Cloud data centers are generally composed of heterogeneous commodity servers hosting
multiple virtual machines (VMs) with potentially different specifications and fluctuating …

Move fast and meet deadlines: Fine-grained real-time stream processing with cameo

L Xu, S Venkataraman, I Gupta, L Mai… - 18th USENIX Symposium …, 2021 - usenix.org
Resource provisioning in multi-tenant stream processing systems faces the dual challenges
of keeping resource utilization high (without over-provisioning), and ensuring performance …

Cloud-based data stream processing

T Heinze, L Aniello, L Querzoni, Z Jerzak - Proceedings of the 8th ACM …, 2014 - dl.acm.org
In this tutorial we present the results of recent research about the cloud enablement of data
streaming systems. We illustrate, based on both industrial as well as academic prototypes …

Real-time processing of streaming big data

AA Safaei - Real-Time Systems, 2017 - Springer
In the era of data explosion, high volume of various data is generated rapidly at each
moment of time; and if not processed, the profits of their latent information would be missed …

Elastic stream computing with clouds

A Ishii, T Suzumura - 2011 IEEE 4th international conference on …, 2011 - ieeexplore.ieee.org
Stream computing, also known as data stream processing, has emerged as a new
processing paradigm that processes incoming data streams from tremendous numbers of …