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Improving MapReduce performance in heterogeneous environments
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1016/j.jpdc.2005.06.014openalex-snapshot
Task assignment in heterogeneous computing systems
inferredcites →https://doi.org/10.1016/j.parco.2004.04.001openalex-snapshot
The ganglia distributed monitoring system: design, implementation, and experience
inferredcites →https://doi.org/10.1016/s0167-8191(00)00096-xopenalex-snapshot
Effect of task duplication on the assignment of dependency graphs
inferredcites →https://doi.org/10.1109/clustr.2003.1253327openalex-snapshot
Wide area cluster monitoring with Ganglia
inferredcites →https://doi.org/10.1145/1165389.945462openalex-snapshot
Xen and the art of virtualization
inferredcites →https://doi.org/10.1145/1189256.1189258openalex-snapshot
Speculative execution in a distributed file system
inferredcites →https://doi.org/10.1145/277851.277942openalex-snapshot
Task assignment in a distributed system (extended abstract)
inferredcites →https://doi.org/10.1145/506147.506154openalex-snapshot
Task assignment with unknown duration
inferredcites →https://doi.org/10.1155/2005/962135openalex-snapshot
Interpreting the Data: Parallel Analysis with Sawzall
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Resource Management in Clouds: Survey and Research Challenges
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SurvSurf: human retrieval on large surveillance video data
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Stochastic bounds in Fork–Join queueing systems under full and partial mapping
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MapReduce: Review and open challenges
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HAT: history-based auto-tuning MapReduce in heterogeneous environments
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An improved partitioning mechanism for optimizing massive data analysis using MapReduce
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Fine-grained scheduling in multi-resource clusters
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Fast Recovery MapReduce (FAR-MR) to accelerate failure recovery in big data applications
inferred← citeshttps://doi.org/10.1007/s11227-018-2719-5openalex-snapshot
MapReduce scheduling algorithms: a review
inferred← citeshttps://doi.org/10.1007/s11227-019-02907-5openalex-snapshot
MapReduce: an infrastructure review and research insights
inferred← citeshttps://doi.org/10.1007/s11227-019-03136-6openalex-snapshot
RETRACTED ARTICLE: Detecting straggler MapReduce tasks in big data processing infrastructure by neural network
inferred← citeshttps://doi.org/10.1007/s11227-020-03241-xopenalex-snapshot
Tails in the cloud: a survey and taxonomy of straggler management within large-scale cloud data centres
inferred← citeshttps://doi.org/10.1007/s11227-021-03883-5openalex-snapshot
Scheduling for heterogeneous systems in accelerator-rich environments
inferred← citeshttps://doi.org/10.1007/s11235-018-0464-yopenalex-snapshot
Designing a Hadoop system based on computational resources and network delay for wide area networks
inferred← citeshttps://doi.org/10.1007/s11276-022-03058-xopenalex-snapshot
An efficient Markov energy predictor for software defined wireless sensor networks
inferred← citeshttps://doi.org/10.1007/s11277-016-3786-7openalex-snapshot
Forming SPN-MapReduce Model for Estimation Job Execution Time in Cloud Computing
inferred← citeshttps://doi.org/10.1007/s11277-017-3953-5openalex-snapshot
Performance Improvement of MapReduce for Heterogeneous Clusters Based on Efficient Locality and Replica Aware Scheduling (ELRAS) Strategy
inferred← citeshttps://doi.org/10.1007/s11704-009-0028-0openalex-snapshot
Four styles of parallel and net programming
inferred← citeshttps://doi.org/10.1007/s11704-012-2086-yopenalex-snapshot
Consolidated cluster systems for data centers in the cloud age: a survey and analysis
inferred← citeshttps://doi.org/10.1007/s11704-014-4138-yopenalex-snapshot
SAMES: deadline-constraint scheduling in MapReduce
inferred← citeshttps://doi.org/10.1007/s11704-015-5056-3openalex-snapshot
Joint study on VMs deployment, assignment and migration in geographically distributed data centers
inferred← citeshttps://doi.org/10.1007/s11704-019-8437-1openalex-snapshot
Guaranteeing the response deadline for general aggregation trees
inferred← citeshttps://doi.org/10.1007/s12065-019-00289-4openalex-snapshot
A work load prediction strategy for power optimization on cloud based data centre using deep machine learning
inferred← citeshttps://doi.org/10.1007/s12652-016-0361-8openalex-snapshot
Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling
inferred← citeshttps://doi.org/10.1007/s12652-020-02699-0openalex-snapshot
Historical data based approach for straggler avoidance in a heterogeneous Hadoop cluster
inferred← citeshttps://doi.org/10.1007/s13174-010-0007-6openalex-snapshot
Cloud computing: state-of-the-art and research challenges
inferred← citeshttps://doi.org/10.1007/s13174-011-0054-7openalex-snapshot
On Cloud computational models and the heterogeneity challenge
inferred← citeshttps://doi.org/10.1007/s13174-012-0069-8openalex-snapshot
Record-Based Block Distribution (RBBD) and weighted set cover scheduling (WSCS) in MapReduce
inferred← citeshttps://doi.org/10.1007/s13198-021-01311-8openalex-snapshot
Straggler identification approach in large data processing frameworks using ensembled gradient boosting in smart-cities cloud services
inferred← citeshttps://doi.org/10.1007/s13222-012-0098-2openalex-snapshot
Data Management Challenges in Next Generation Sequencing
inferred← citeshttps://doi.org/10.1007/s42979-020-00273-1openalex-snapshot
A Survey on Cloud Computing Simulation and Modeling
inferred← citeshttps://doi.org/10.1007/s42979-021-00638-0openalex-snapshot
Budget Constraint Scheduler for Big Data Using Hadoop MapReduce
inferred← citeshttps://doi.org/10.1016/b978-0-12-805394-2.00008-8openalex-snapshot
Local Resource Consumption Shaping
inferred← citeshttps://doi.org/10.1016/b978-0-12-805394-2.00009-xopenalex-snapshot
System Optimization for Big Data Processing
inferred← citeshttps://doi.org/10.1016/j.asej.2021.06.024openalex-snapshot
Fault tolerance in big data storage and processing systems: A review on challenges and solutions
inferred← citeshttps://doi.org/10.1016/j.asoc.2015.04.039openalex-snapshot
Scheduling algorithm based on prefetching in MapReduce clusters
inferred← citeshttps://doi.org/10.1016/j.bdr.2014.07.002openalex-snapshot
A Dynamic Data Placement Strategy for Hadoop in Heterogeneous Environments
inferred← citeshttps://doi.org/10.1016/j.cie.2018.02.006openalex-snapshot
Efficient jobs scheduling approach for big data applications
inferred← citeshttps://doi.org/10.1016/j.cie.2021.107387openalex-snapshot
Minimizing total job completion time in MapReduce scheduling
inferred← citeshttps://doi.org/10.1016/j.comnet.2012.10.015openalex-snapshot
A study of unpredictability in fault-tolerant middleware
inferred← citeshttps://doi.org/10.1016/j.comnet.2016.11.001openalex-snapshot
Optimal construction of virtual networks for Cloud-based MapReduce workflows
inferred← citeshttps://doi.org/10.1016/j.comnet.2021.107807openalex-snapshot
Cluster load based content distribution and speculative execution for geographically distributed cloud environment
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2015.06.013openalex-snapshot
Novel heuristic speculative execution strategies in heterogeneous distributed environments
inferred← citeshttps://doi.org/10.1016/j.cose.2017.12.014openalex-snapshot
Deadline scheduling algorithm for sustainable computing in Hadoop environment
inferred← citeshttps://doi.org/10.1016/j.datak.2015.12.004openalex-snapshot
CAT: A Cost-Aware Translator for SQL-query workflow to MapReduce jobflow
inferred← citeshttps://doi.org/10.1016/j.engappai.2020.103737openalex-snapshot
Towards privacy preserving AI based composition framework in edge networks using fully homomorphic encryption
inferred← citeshttps://doi.org/10.1016/j.fcij.2018.06.002openalex-snapshot
Partition based clustering of large datasets using MapReduce framework: An analysis of recent themes and directions
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