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Improving Data Locality of MapReduce by Scheduling in Homogeneous Computing Environments

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

inferredcites →https://doi.org/10.1007/978-3-642-16505-4_7openalex-snapshot
Dynamic Proportional Share Scheduling in Hadoop
inferredcites →https://doi.org/10.1109/cit.2010.458openalex-snapshot
SAMR: A Self-adaptive MapReduce Scheduling Algorithm in Heterogeneous Environment
inferredcites →https://doi.org/10.1109/clustr.2009.5289171openalex-snapshot
HPMR: Prefetching and pre-shuffling in shared MapReduce computation environment
inferredcites →https://doi.org/10.1109/gcc.2009.16openalex-snapshot
Spatial Queries Evaluation with MapReduce
inferredcites →https://doi.org/10.1109/i-span.2008.24openalex-snapshot
A Taxonomy of Data Prefetching Mechanisms
inferredcites →https://doi.org/10.1109/icdmw.2009.34openalex-snapshot
Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters
inferredcites →https://doi.org/10.1109/icppw.2009.37openalex-snapshot
Biodoop: Bioinformatics on Hadoop
inferredcites →https://doi.org/10.21276/ijre.2018.5.5.4openalex-snapshot
MapReduce: Simplified Data Processing on Large Cluster

What points at this work

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

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MapReduce delay scheduling with deadline constraint
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A Scheduling Method Based on Deadlines in MapReduce
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Optimal Scheduling of Tasks in Cloud Computing Using Hybrid Firefly-Genetic Algorithm
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HPSO: Prefetching Based Scheduling to Improve Data Locality for MapReduce Clusters
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Node Capability Modeling for Reduce Phase’s Scheduling in MapReduce Environment
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Accelerating Training for Distributed Deep Neural Networks in MapReduce
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Improved Resource Provisioning in Hadoop
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A MapReduce task scheduling algorithm for deadline constraints
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Effective Scheduler for Distributed DNN Training Based on MapReduce and GPU Cluster
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Multi-objective scheduling of MapReduce jobs in big data processing
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Scheduling algorithm based on prefetching in MapReduce clusters
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Meteor: Optimizing spark-on-yarn for short applications
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Task Scheduling in Big Data Platforms: A Systematic Literature Review
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Resource Allocation and Scheduling in Cloud Computing: Policy and Algorithm
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Optimizing Internal Overlaps by Self-Adjusting Resource Allocation in Multi-Stage Computing Systems
inferred← citeshttps://doi.org/10.1109/bcd.2019.8885148openalex-snapshot
Survey of Data Locality in Apache Hadoop
inferred← citeshttps://doi.org/10.1109/bigdata.2018.8621885openalex-snapshot
Key based Deep Data Locality on Hadoop
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Do You Feel the Lag of Your Hadoop?
inferred← citeshttps://doi.org/10.1109/ccaa.2015.7148451openalex-snapshot
A review of research on MapReduce scheduling algorithms in Hadoop
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MARS: Scheduling non-local tasks in mapreduce
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Matchmaking: A New MapReduce Scheduling Technique
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An effective data locality aware task scheduling method for MapReduce framework in heterogeneous environments
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Scheduling Divisible Loads from Multiple Input Sources in MapReduce
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Improved Data-Aware Task Dispatching for Batch Queuing Systems
inferred← citeshttps://doi.org/10.1109/dcabes.2014.18openalex-snapshot
A Task Scheduling Algorithm Based on Genetic Algorithm and Ant Colony Optimization in Cloud Computing
inferred← citeshttps://doi.org/10.1109/dcabes.2015.46openalex-snapshot
A Fine-Grained and Dynamic MapReduce Task Scheduling Scheme for the Heterogeneous Cloud Environment
inferred← citeshttps://doi.org/10.1109/eeesym.2012.6258605openalex-snapshot
A distribution aware scheduling method in MapReduce
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Data locality in Hadoop cluster systems
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A novel decentralized asynchronous scheduler for Hadoop
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Data Prefetching for Heterogeneous Hadoop Cluster
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EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters
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Survey on issues of datalocality in MapReduce
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FiGMR: A fine-grained MapReduce scheduler in the heterogeneous cloud
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A Review on Job Scheduling for Hadoop Mapreduce
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Scheduling divisible reduce tasks in MapReduce
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Improving Performance in Hadoop Cluster Over Cloud Computing Environment Using Hold & Release Mechanism
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Flutter: Scheduling tasks closer to data across geo-distributed datacenters
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MRapid: An Efficient Short Job Optimizer on Hadoop
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MTSD: A Task Scheduling Algorithm for MapReduce Base on Deadline Constraints
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Data-Aware Task Dispatching for Batch Queuing System
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An Enhanced Data-Locality-Aware Task Scheduling Algorithm for Hadoop Applications
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An Improved Task Scheduling Algorithm Based on Cache Locality and Data Locality in Hadoop
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Dependency-Aware Data Locality for MapReduce
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Novel Scheduling Algorithms for Efficient Deployment of MapReduce Applications in Heterogeneous Computing Environments
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Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies
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Data-Locality-Aware Task Assignment and Scheduling for Distributed Job Executions
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Classification Framework of MapReduce Scheduling Algorithms
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Speed-based Load Balancer for Scheduling Reduce Tasks to Process Intermediate Data of MapReduce Applications on Cloud Computing
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Data locality and VM interference aware mitigation of data skew in hadoop leveraging modern portfolio theory
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Improving MapReduce Performance by Data Prefetching in Heterogeneous or Shared Environments
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Factors affecting cloud data-center efficiency: a scheduling algorithm-based analysis
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DAN EMPIRICAL ANALYSIS OF GRAPH ALGORITHM IN CONTEXT OF FREQUENT SUBGRAPH MINING ON GIRAPH SYSTEM
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Enhance Performance of Mapreduce Job on Hadoop Framework using Setup and Cleanup
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