Albert Y. Zomaya
6 papers in the PaperMetrix corpus
Papers by this author
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Heterogeneous Job Allocation Scheduler for Hadoop MapReduce Using Dynamic Grouping Integrated Neighboring Search
2017 · IEEE Transactions on Cloud Computing
MapReduce is a crucial framework in the cloud computing architecture, and is implemented by Apache Hadoop and other cloud computing platforms. The resources required for executing jobs in a large data center vary according to …
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Spark-Tuner: An Elastic Auto-Tuner for Apache Spark Streaming
2020
Spark has emerged as one of the most widely and successfully used data analytical engine for large-scale enterprise, mainly due to its unique characteristics that facilitate computations to be scaled out in a distributed environment. …
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Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm
2020 · IEEE Transactions on Industrial Informatics
Industry 4.0 have automated the entire manufacturing sector (including technologies and processes) by adopting Internet of Things and cloud computing. To handle the workflows from Industrial Cyber-Physical systems, more and more data centers have been …
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Novel Online Sequential Learning-Based Adaptive Routing for Edge Software-Defined Vehicular Networks
2020 · IEEE Transactions on Wireless Communications
To provide efficient networking services at the edge of Internet-of-Vehicles (IoV), Software-Defined Vehicular Network (SDVN) has been a promising technology to enable intelligent data exchange without giving additional duties to the resource constrained vehicles. Compared …
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ARPS: An Autonomic Resource Provisioning and Scheduling Framework for Cloud Platforms
2021 · IEEE Transactions on Sustainable Computing
With Cloud computing becoming mainstream for the execution of various applications, the multi-objective scheduling algorithms for providing the most suitable services to users have gained much attention. As provisioning Cloud services that satisfy end-users quality …
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Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges
2022 · arXiv (Cornell University)
The convergence of mobile edge computing (MEC) and blockchain is transforming the current computing services in wireless Internet-of-Things networks, by enabling task offloading with security enhancement based on blockchain mining. Yet the existing approaches for …