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Center-of-Gravity Reduce Task Scheduling to Lower MapReduce Network Traffic
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-642-13067-0_27openalex-snapshot
Variable-Sized Map and Locality-Aware Reduce on Public-Resource Grids
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/cloudcom.2010.25openalex-snapshot
LEEN: Locality/Fairness-Aware Key Partitioning for MapReduce in the Cloud
inferredcites →https://doi.org/10.1109/cloudcom.2010.97openalex-snapshot
Scheduling Hadoop Jobs to Meet Deadlines
inferredcites →https://doi.org/10.1109/cloudcom.2011.87openalex-snapshot
Locality-Aware Reduce Task Scheduling for MapReduce
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.2009.19openalex-snapshot
A Dynamic MapReduce Scheduler for Heterogeneous Workloads
inferredcites →https://doi.org/10.1109/hpca.2007.346181openalex-snapshot
Evaluating MapReduce for Multi-core and Multiprocessor Systems
inferredcites →https://doi.org/10.1109/icdew.2010.5452747openalex-snapshot
The HiBench benchmark suite: Characterization of the MapReduce-based data analysis
inferredcites →https://doi.org/10.1109/icpp.2010.73openalex-snapshot
Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters
inferredcites →https://doi.org/10.1109/noms.2010.5488494openalex-snapshot
Performance-driven task co-scheduling for MapReduce environments
inferredcites →https://doi.org/10.1145/1531793.1531800openalex-snapshot
Supporting MapReduce on large-scale asymmetric multi-core clusters
inferredcites →https://doi.org/10.1145/1646468.1646474openalex-snapshot
Cloud technologies for bioinformatics applications
inferredcites →https://doi.org/10.1145/1807128.1807140openalex-snapshot
Skew-resistant parallel processing of feature-extracting scientific user-defined functions
inferredcites →https://doi.org/10.5555/1855741.1855744openalex-snapshot
Improving MapReduce performance in heterogeneous environments
inferredcites →https://doi.org/10.5555/2023718.2023720openalex-snapshot
FLEX: a slot allocation scheduling optimizer for MapReduce workloads
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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MEMoMR: Accelerate MapReduce via reuse of intermediate results
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Energy Efficiency MapReduce Job Scheduling of Shuffle and Reduce Phases in Data Center
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Delay Scheduling with Reduced Workload on JobTracker in Hadoop
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Data Partitioning for Minimizing Transferred Data in MapReduce
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A Counter-Based Profiling Scheme for Improving Locality Through Data and Reducer Placement
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OPTIMA: On-Line Partitioning Skew Mitigation for MapReduce with Resource Adjustment
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SLA-aware energy-efficient scheduling scheme for Hadoop YARN
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Allocating MapReduce workflows with deadlines to heterogeneous servers in a cloud data center
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An optimized hierarchical MapReduce framework in supercomputing Internet environment
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Locality-aware and load-balanced static task scheduling for MapReduce
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A comprehensive view of Hadoop research—A systematic literature review
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An adaptive multi-agent system for task reallocation in a MapReduce job
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Jargon of Hadoop MapReduce scheduling techniques: a scientific categorization
inferred← citeshttps://doi.org/10.1109/aina.2017.44openalex-snapshot
Smart Partitioning Mechanism for Dealing with Intermediate Data Skew in Reduce Task on Cloud Computing
inferred← citeshttps://doi.org/10.1109/bcd.2019.8885148openalex-snapshot
Survey of Data Locality in Apache Hadoop
inferred← citeshttps://doi.org/10.1109/bigdata.2017.8257943openalex-snapshot
Optimal reducer placement to minimize data transfer in MapReduce-style processing
inferred← citeshttps://doi.org/10.1109/bigdata.2018.8621885openalex-snapshot
Key based Deep Data Locality on Hadoop
inferred← citeshttps://doi.org/10.1109/ccaa.2015.7148451openalex-snapshot
A review of research on MapReduce scheduling algorithms in Hadoop
inferred← citeshttps://doi.org/10.1109/cesys.2018.8724092openalex-snapshot
AI Use Cases in Operational Support System and Business Support System
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Efficient & Accurate Scheduling Algorithm for Cloudera Hadoop
inferred← citeshttps://doi.org/10.1109/cloud.2013.93openalex-snapshot
MC2: Map Concurrency Characterization for MapReduce on the Cloud
inferred← citeshttps://doi.org/10.1109/cloud.2018.00110openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/datacloud.2014.10openalex-snapshot
Locality and Network-Aware Reduce Task Scheduling for Data-Intensive Applications
inferred← citeshttps://doi.org/10.1109/hpcc-css-icess.2015.181openalex-snapshot
SLA-Aware Energy-Efficient Scheduling Scheme for Hadoop YARN
inferred← citeshttps://doi.org/10.1109/ic2e.2016.21openalex-snapshot
Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters
inferred← citeshttps://doi.org/10.1109/iccsnt.2015.7490726openalex-snapshot
A novel run-time load balancing method for MapReduce
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A Review on Job Scheduling for Hadoop Mapreduce
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BSDP: A Novel Balanced Spark Data Partitioner
inferred← citeshttps://doi.org/10.1109/infcom.2013.6566958openalex-snapshot
Coupling task progress for MapReduce resource-aware scheduling
inferred← citeshttps://doi.org/10.1109/infcom.2013.6566959openalex-snapshot
Improving ReduceTask data locality for sequential MapReduce jobs
inferred← citeshttps://doi.org/10.1109/inm.2015.7140272openalex-snapshot
DREAMS: Dynamic resource allocation for MapReduce with data skew
inferred← citeshttps://doi.org/10.1109/ipdps.2015.16openalex-snapshot
Grouping Blocks for MapReduce Co-Locality
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Toward an SDN-enabled big data platform for social TV analytics
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Analysis of MapReduce scheduling and its improvements in cloud environment
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Dynamic Resource Allocation for MapReduce with Partitioning Skew
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DynamicMR: A Dynamic Slot Allocation Optimization Framework for MapReduce Clusters
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End-to-End Optimization for Geo-Distributed MapReduce
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C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join
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Pandas: Robust Locality-Aware Scheduling With Stochastic Delay Optimality
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BOLAS+: Scalable Lightweight Locality-Aware Scheduling for Hadoop
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Smart Shuffling in MapReduce: A Solution to Balance Network Traffic and Workloads
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MCSA: A multi-criteria shuffling algorithm for the MapReduce framework
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Reconfigurable network testbed for evaluation of datacenter topologies
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Dynamic Scheduling Algorithm for Reducing Start Time in Hadoop
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Intermediate Data Placement Strategy for Different Data Skew Levels Based on Random Sampling in Spark
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◾ Time–Space Scheduling in the MapReduce Framework
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A Reduce Task Scheduler for MapReduce with Minimum Transmission Cost Based on Sampling Evaluation
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An Efficiency-Aware Scheduling for Data-Intensive Computations on MapReduce Clusters
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THE AMBIENT SCRUTINIZE OF SCHEDULING ALGORITHMS IN BIG DATA TERRITORY.
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A systematic literature review on MapReduce scheduling methods
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Data Locality in High Performance Computing, Big Data, and Converged Systems: An Analysis of the Cutting Edge and a Future System Architecture
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Simulation of the Performance of MapReduce Jobs
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MapReduce in the Cloud: Data-Location-Aware VM Scheduling
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A Comprehensive View of MapReduce Aware Scheduling Algorithms in Cloud Environments
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