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Hierarchical Spark: A Multi-Cluster Big Data Computing Framework

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

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

inferredcites →https://doi.org/10.1002/cpe.2929openalex-snapshot
Hierarchical MapReduce: towards simplified cross‐domain data processing
inferredcites →https://doi.org/10.1109/cloud.2013.41openalex-snapshot
CAP3: A Cloud Auto-Provisioning Framework for Parallel Processing Using On-Demand and Spot Instances
inferredcites →https://doi.org/10.1109/cloud.2015.22openalex-snapshot
Dart: A Geographic Information System on Hadoop
inferredcites →https://doi.org/10.1109/cloud.2016.0034openalex-snapshot
Stage Aware Performance Modeling of DAG Based in Memory Analytic Platforms
inferredcites →https://doi.org/10.1109/cloud.2016.0054openalex-snapshot
Migrating GIS Big Data Computing from Hadoop to Spark: An Exemplary Study Using Twitter
inferredcites →https://doi.org/10.1109/cloud.2016.0063openalex-snapshot
Modeling Interference for Apache Spark Jobs
inferredcites →https://doi.org/10.1109/cloudcom.2010.110openalex-snapshot
Rapid Processing of Synthetic Seismograms Using Windows Azure Cloud
inferredcites →https://doi.org/10.1109/cluster.2011.21openalex-snapshot
A Framework for Data-Intensive Computing with Cloud Bursting
inferredcites →https://doi.org/10.1109/escience.2008.78openalex-snapshot
MRPGA: An Extension of MapReduce for Parallelizing Genetic Algorithms
inferredcites →https://doi.org/10.1109/hpcc-css-icess.2015.246openalex-snapshot
Performance Prediction for Apache Spark Platform
inferredcites →https://doi.org/10.1109/hpcc-smartcity-dss.2016.0088openalex-snapshot
A Novel Method for Tuning Configuration Parameters of Spark Based on Machine Learning
inferredcites →https://doi.org/10.1109/icpads.2010.116openalex-snapshot
Enhancing MapReduce via Asynchronous Data Processing
inferredcites →https://doi.org/10.1109/ipdps.2017.100openalex-snapshot
MRapid: An Efficient Short Job Optimizer on Hadoop
inferredcites →https://doi.org/10.1109/services.2011.90openalex-snapshot
Rapid 3D Seismic Source Inversion Using Windows Azure and Amazon EC2
inferredcites →https://doi.org/10.1145/1247480.1247602openalex-snapshot
Map-reduce-merge
inferredcites →https://doi.org/10.1145/1996023.1996026openalex-snapshot
A hierarchical framework for cross-domain MapReduce execution
inferredcites →https://doi.org/10.1145/1996092.1996100openalex-snapshot
Exploring MapReduce efficiency with highly-distributed data

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-981-13-1580-0_46openalex-snapshot
Migration of Big Data Analysis from Hadoop’s MapReduce to Spark
inferred← citeshttps://doi.org/10.1007/978-981-96-9494-5_22openalex-snapshot
Clustering of Large Human Protein Sequences Using Spark Based Hierarchical Clustering Approach
inferred← citeshttps://doi.org/10.1016/j.future.2019.05.077openalex-snapshot
Meteor: Optimizing spark-on-yarn for short applications
inferred← citeshttps://doi.org/10.1088/1757-899x/750/1/012055openalex-snapshot
Real Time Analysis System of User Behavior from the Perspective of Big Data
inferred← citeshttps://doi.org/10.1109/access.2020.3040719openalex-snapshot
Scheduling Spark Tasks With Data Skew and Deadline Constraints
inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622393openalex-snapshot
A Reinforcement Learning Based Resource Management Approach for Time-critical Workloads in Distributed Computing Environment
inferred← citeshttps://doi.org/10.1109/dasc/picom/datacom/cyberscitec.2018.00-22openalex-snapshot
FTSGD: An Adaptive Stochastic Gradient Descent Algorithm for Spark MLlib
inferred← citeshttps://doi.org/10.1109/icces45898.2019.9002092openalex-snapshot
A Survey on Effective Data Computation in Inter Cloud Environment
inferred← citeshttps://doi.org/10.1109/iccse49874.2020.9201896openalex-snapshot
A Spark-based Distributed Dragonfly Algorithm for Feature Selection
inferred← citeshttps://doi.org/10.1109/icosnikom56551.2022.10034927openalex-snapshot
Clustering Algorithm-Based Pandemic Multicluster Framework Analysis: K-Means and K-Medoids
inferred← citeshttps://doi.org/10.1109/tc.2021.3075625openalex-snapshot
SLA-Based Scheduling of Spark Jobs in Hybrid Cloud Computing Environments
inferred← citeshttps://doi.org/10.1177/09722629211015600openalex-snapshot
Scope of Cloud Computing in Business: A Compendious and Methodical Analysis of Trends in Publications and Patents
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