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An efficient list scheduling algorithm with task duplication for scientific big data workflow in heterogeneous computing environments

https://doi.org/10.1002/cpe.5987
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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A performance‐oriented adaptive scheduler for dependent tasks on grids
inferredcites →https://doi.org/10.1002/cpe.5006openalex-snapshot
Cost‐effective deadline‐aware stochastic scheduling strategy for workflow applications on virtual machines in cloud computing
inferredcites →https://doi.org/10.1006/jpdc.1999.1578openalex-snapshot
Benchmarking and Comparison of the Task Graph Scheduling Algorithms
inferredcites →https://doi.org/10.1007/s10586-020-03100-7openalex-snapshot
A dynamic VM provisioning and de-provisioning based cost-efficient deadline-aware scheduling algorithm for Big Data workflow applications in a cloud environment
inferredcites →https://doi.org/10.1007/s10766-005-3584-4openalex-snapshot
New Grid Scheduling and Rescheduling Methods in the GrADS Project
inferredcites →https://doi.org/10.1007/s11227-014-1294-7openalex-snapshot
Task ranking and allocation in list-based workflow scheduling on parallel computing platform
inferredcites →https://doi.org/10.1007/s11432-009-0010-3openalex-snapshot
Communication contention in APN list scheduling algorithm
inferredcites →https://doi.org/10.1016/0743-7315(92)90012-copenalex-snapshot
A comparison of clustering heuristics for scheduling directed acyclic graphs on multiprocessors
inferredcites →https://doi.org/10.1016/j.future.2008.06.012openalex-snapshot
Workflows and e-Science: An overview of workflow system features and capabilities
inferredcites →https://doi.org/10.1016/j.future.2008.12.001openalex-snapshot
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
inferredcites →https://doi.org/10.1016/j.jpdc.2007.05.015openalex-snapshot
A high performance algorithm for static task scheduling in heterogeneous distributed computing systems
inferredcites →https://doi.org/10.1016/j.jpdc.2010.01.003openalex-snapshot
List scheduling with duplication for heterogeneous computing systems
inferredcites →https://doi.org/10.1016/s1004-4132(08)60099-7openalex-snapshot
Scheduling algorithm based on critical tasks in heterogeneous environments
inferredcites →https://doi.org/10.1109/71.993206openalex-snapshot
Performance-effective and low-complexity task scheduling for heterogeneous computing
inferredcites →https://doi.org/10.1109/clustr.2006.311868openalex-snapshot
Robust task scheduling in non-deterministic heterogeneous computing systems
inferredcites →https://doi.org/10.1109/icpads.2006.40openalex-snapshot
Efficient compile-time task scheduling for heterogeneous distributed computing systems
inferredcites →https://doi.org/10.1109/icpp.2007.49openalex-snapshot
Improving Static Task Scheduling in Heterogeneous and Homogeneous Computing Systems
inferredcites →https://doi.org/10.1109/ipdpsw.2017.129openalex-snapshot
Dynamic Mapping of Application Workflows in Heterogeneous Computing Environments
inferredcites →https://doi.org/10.1109/pdcat.2013.40openalex-snapshot
Optimization of the HEFT Algorithm for a CPU-GPU Environment
inferredcites →https://doi.org/10.1109/pdp.2010.56openalex-snapshot
DAG Scheduling Using a Lookahead Variant of the Heterogeneous Earliest Finish Time Algorithm
inferredcites →https://doi.org/10.1109/tpds.2003.1206502openalex-snapshot
An improved duplication strategy for scheduling precedence constrained graphs in multiprocessor systems
inferredcites →https://doi.org/10.1109/tpds.2007.1106openalex-snapshot
Push-Pull: Deterministic Search-Based DAG Scheduling for Heterogeneous Cluster Systems
inferredcites →https://doi.org/10.1109/tpds.2013.57openalex-snapshot
List Scheduling Algorithm for Heterogeneous Systems by an Optimistic Cost Table
inferredcites →https://doi.org/10.1109/tpds.2016.2526682openalex-snapshot
Clustering-Based Task Scheduling in a Large Number of Heterogeneous Processors
inferredcites →https://doi.org/10.1145/1084805.1084816openalex-snapshot
Scheduling of scientific workflows in the ASKALON grid environment
inferredcites →https://doi.org/10.1155/2005/128026openalex-snapshot
Pegasus: A Framework for Mapping Complex Scientific Workflows onto Distributed Systems
inferredcites →https://doi.org/10.2139/ssrn.3349016openalex-snapshot
Performance Analysis of List Scheduling Algorithms by Random Synthetic DAGs
inferredcites →https://doi.org/10.22060/miscj.2014.532openalex-snapshot
A Clustering Approach to Scientific Workflow Scheduling on the Cloud with Deadline and Cost Constraints
inferredcites →https://doi.org/10.3844/jcssp.2007.94.103openalex-snapshot
Low Complexity Performance Effective Task Scheduling Algorithm for Heterogeneous Computing Environments
inferredcites →https://doi.org/10.5120/14944-3452openalex-snapshot
A Novel Task Scheduling Algorithm for Heterogeneous Computing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Task scheduling on heterogeneous multiprocessor systems through coherent data allocation
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Scheduling energy‐conscious tasks in distributed heterogeneous computing systems
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Time‐constrained and reliability aware energy minimization scheduling algorithm for heterogeneous multiprocessor environments
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An efficient list‐based task scheduling algorithm for heterogeneous distributed computing environment
inferred← citeshttps://doi.org/10.1007/978-3-032-13744-9_7openalex-snapshot
Duplication-Based Workflow Scheduling with Communication Awareness for Heterogeneous Cloud Computing Environments
inferred← citeshttps://doi.org/10.1007/978-981-99-4755-3_16openalex-snapshot
A Task-Duplication Based Clustering Scheduling Algorithm for Heterogeneous Computing System
inferred← citeshttps://doi.org/10.1007/s10586-026-06391-4openalex-snapshot
Task scheduling algorithm based on priority transformation in heterogeneous platforms
inferred← citeshttps://doi.org/10.1007/s11042-023-14739-wopenalex-snapshot
PPTS-PSO: a new hybrid scheduling algorithm for scientific workflow in cloud environment
inferred← citeshttps://doi.org/10.1007/s11227-023-05806-yopenalex-snapshot
A survey study on task scheduling schemes for workflow executions in cloud computing environment: classification and challenges
inferred← citeshttps://doi.org/10.1007/s11831-024-10069-8openalex-snapshot
An Analytical Review and Performance Measures of State-of-Art Scheduling Algorithms in Heterogenous Computing Enviornment
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MPEFT: a makespan minimizing heuristic scheduling algorithm for workflows in heterogeneous computing systems
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CPTF–a new heuristic based branch and bound algorithm for workflow scheduling in heterogeneous distributed computing systems
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Scheduling and routing strategies for executing task graphs on ad hoc switched networks
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Scheduling jobs with shared additional operations on parallel identical machines
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Optimizing data regeneration and storage with data dependency for cloud scientific workflow systems
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Explore deep reinforcement learning for efficient task processing based on federated optimization in big data
inferred← citeshttps://doi.org/10.1016/j.sysarc.2025.103628openalex-snapshot
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An Improved Load-Balanced Earliest Finish Time Algorithm on Heterogeneous Multi-core Processors
inferred← citeshttps://doi.org/10.1109/access.2024.3509218openalex-snapshot
Trends, Approaches, and Gaps in Scientific Workflow Scheduling: A Systematic Review
inferred← citeshttps://doi.org/10.1109/ceccc62598.2024.11063606openalex-snapshot
Enhanced List-Driven Workflow Scheduling Optimization for Cloud Environments
inferred← citeshttps://doi.org/10.1109/icceic60201.2023.10426638openalex-snapshot
Task Scheduling Based on Heterogeneous Priority and Critical Task Duplication
inferred← citeshttps://doi.org/10.1109/iceconf65644.2025.11379452openalex-snapshot
Energy-Efficient Algorithms for Highperformance Computing Systems in Big Data Analytics Workflows
inferred← citeshttps://doi.org/10.1109/jiot.2024.3524506openalex-snapshot
Deep-Reinforcement-Learning-Based Continuous Workflows Scheduling in Heterogeneous Environments
inferred← citeshttps://doi.org/10.1145/3569966.3570075openalex-snapshot
Heterogeneous Computing and Applications in Deep Learning: A Survey
inferred← citeshttps://doi.org/10.1145/3579654.3579657openalex-snapshot
An Improving List Scheduling Algorithm Based on Reinforcement Learning and Task Duplication
inferred← citeshttps://doi.org/10.1145/3772003openalex-snapshot
Scheduling Task Graph Applications on Preloaded Shared-Bus based Heterogeneous Platforms
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Epigenomics Scientific Big Data Workflow Scheduling for Cancer Diagnosis in Health Care Using Heterogeneous Computing Environment
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Performance Evaluation of Scheduling Algorithms in Heterogeneous Cloud Systems
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Limited Duplication-Based List Scheduling Algorithm for Heterogeneous Computing System
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An Effective QoS-Aware Hybrid Optimization Approach for Workflow Scheduling in Cloud Computing
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AI-Enhanced Hybrid Scheduling Framework for Scientific Workflows in Intelligent Cloud-Connected Devices
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A Scalable Framework to Analyze Data from Heterogeneous Sources at Different Levels of Granularity
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