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HAMA: An Efficient Matrix Computation with the MapReduce Framework

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

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Nesting OpenMP and MPI in the Conjugate Gradient Method for Band Systems
inferredcites →https://doi.org/10.1016/s1352-2310(97)00447-0openalex-snapshot
Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences
inferredcites →https://doi.org/10.1109/clustr.2009.5289171openalex-snapshot
HPMR: Prefetching and pre-shuffling in shared MapReduce computation environment
inferredcites →https://doi.org/10.1145/1272996.1273005openalex-snapshot
Dryad
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1807167.1807184openalex-snapshot
Pregel
inferredcites →https://doi.org/10.1145/227234.227246openalex-snapshot
Programming parallel algorithms
inferredcites →https://doi.org/10.5555/1298455.1298475openalex-snapshot
Bigtable: a distributed storage system for structured data
inferredcites →https://doi.org/10.5555/1298455.1298487openalex-snapshot
The Chubby lock service for loosely-coupled distributed systems
inferredcites →https://doi.org/10.5555/1855741.1855744openalex-snapshot
Improving MapReduce performance in heterogeneous environments

What points at this work

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

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Towards adaptable and tunable cloud-based map-matching strategy for GPS trajectories
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Large-scale graph processing systems: a survey
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Domain-Specific Languages for Workflows.A Systematic Literature Review
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An Integration of Extreme Learning Machine for Classification of Big Data
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Algorithm Design of Global Point Cloud Registration Based on BSP Model
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Signal/Collect12
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Sentiment Analysis System in Big Data Environment
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A Piecewise Linear Regression Model Ensemble for Large-Scale Curve Fitting
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MatrixMap: Programming abstraction and implementation of matrix computation for big data analytics
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Big-Data Processing Techniques and Their Challenges in Transport Domain
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A MapReduce Iteration Framework in Local Parallel and Message Synchronization
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Research on BSP Algorithm of Construction of Large-Scale 3D Point Model
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Next Generation Distributed Computing for Cancer Research
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A Survey on Array Storage, Query Languages, and Systems
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Using Incomplete Information for Complete Weight Annotation of Road Networks -- Extended Version
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xDGP: A Dynamic Graph Processing System with Adaptive Partitioning
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Thinking Like a Vertex: a Survey of Vertex-Centric Frameworks for Distributed Graph Processing
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Dot-Product Join: An Array-Relation Join Operator for Big Model Analytics
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Role of Apache Software Foundation in Big Data Projects
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Log(Graph): A Near-Optimal High-Performance Graph Representation
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To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations
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Seamless Automation and Integration of Machine Learning Capabilities for Big Data Analytics
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TOWARDS AN INTELLIGENT PLATFORM FOR BIG 3D GEOSPATIAL DATA MANAGEMENT
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Improved Weighted Page Ranking Algorithm Based on Principal Component Analysis and Map Reduce Frame work for Web Access
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Efficient Edge Computing: A Survey of High-Throughput Concurrent Processing Strategies for Graph Data
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Processamento Distribuído de Grafos: Modelagem de Desempenho e Escalonamento de Tarefas Moldáveis
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Optimal sequence for chain matrix multiplication using evolutionary algorithm
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.