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Data protection in heterogeneous big data systems
Modern Big Data systems are notable for their scale and, often, their distributed organization. A feature of a number of Big Data systems is the use...
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DCU-CHK: checkpointing for large-scale CPU-DCU heterogeneous computing systems
By utilizing the superior computing power of accelerators, heterogeneous architectures have become increasingly popular in high-performance computing...
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Cooperative control for heterogeneous multi-agent systems: progress, applications, and challenges
This study provides an overview of the advancements, applications, and challenges in the field of heterogeneous MASs with a focus on cooperative...
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Machine learning-driven energy-efficient load balancing for real-time heterogeneous systems
Load balancing plays a critical role in ensuring system stability and optimal performance, and as such, it has been a subject of extensive research...
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Optimization for energy-aware design of task scheduling in heterogeneous distributed systems: a meta-heuristic based approach
The motivation of task scheduling in heterogeneous computing systems is the optimal management of heterogeneous distributed resources as well as the...
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Programming Heterogeneous Hardware via Managed Runtime Systems
This book provides an introduction to both heterogeneous execution and managed runtime environments (MREs) by discussing the current trends in...
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Interoperability of heterogeneous Systems of Systems: from requirements to a reference architecture
Interoperability stands as a critical hurdle in develo** and overseeing distributed and collaborative systems. Thus, it becomes imperative to gain...
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Data Modeling in Big Data Systems Including Polystore and Heterogeneous Information Processing Components
AbstractThis paper is studies modeling data in big data systems, including polystores and other heterogeneous information processing components....
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Finite-time tracking control of heterogeneous multi-AUV systems with partial measurements and intermittent communication
The development of a distributed trajectory-tracking control strategy that is independent of velocity measurements is critical to achieving...
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Leaderless output sign consensus of heterogeneous multi-agent systems over switching signed graphs
This study examined the LOSC problem of heterogeneous MASs over signed switching digraphs. We remove the common requirement that a practical leader...
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Stochastic coordination in heterogeneous load balancing systems
Current-day data centers and high-volume cloud services employ a broad set of heterogeneous servers. In such settings, client requests typically...
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Understanding Slowdown in Large-Scale Heterogeneous Systems
Modern computer systems are both large-scale, consisting of hundreds or thousands of servers, and heterogeneous, meaning that not all servers have...
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A fault-tolerant scheduling algorithm that minimizes the number of replicas in heterogeneous service-oriented cloud computing systems
The service-oriented heterogeneous cloud computing system offers paid computing services through its powerful processors. However, task execution...
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EMF-Syncer: scalable maintenance of view models over heterogeneous data-centric software systems at run time
With the increasing presence of cyber-physical systems (CPSs), like autonomous vehicle systems and digital twins, the future of software engineering...
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Event-triggered consensus control of heterogeneous multi-agent systems: model- and data-based approaches
This article addresses the model- and data-based event-triggered consensus of heterogeneous leader/follower multi-agent systems (MASs). A dynamic...
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A machine learning-based resource-efficient task scheduler for heterogeneous computer systems
Heterogeneous computer systems are becoming mainstream due to their disparate processing and performance capabilities. These systems consist of...
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A heterogeneous 3-D stacked PIM accelerator for GCN-based recommender systems
Modern recommendation systems integrate graph convolution neural networks (GCN) for enhancing embedding representation. Compared with widely deployed...
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Programming Heterogeneous Hardware via Managed Runtime Systems
The last chapter described the challenges posed by programming hardware accelerators from managed programming languages, such as Java, C#, Python, or...
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Reliability Scheduling Algorithm for Heterogeneous Multi-verified Time Systems
Heterogeneous multi-core systems are widely used in various real-time scheduling systems because of their high performance and low energy...
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Runtime and energy constrained work scheduling for heterogeneous systems
Heterogeneous hardware systems consisting of CPUs and different types of accelerators are wide-spread nowadays for large supercomputers as well as...
