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Challenges for MapReduce in Big Data

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What this work says

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

inferredcites →https://doi.org/10.1007/978-1-4302-5762-2openalex-snapshot
Big Data Analytics Using Splunk
inferredcites →https://doi.org/10.1007/978-3-642-16248-0_88openalex-snapshot
The High-Activity Parallel Implementation of Data Preprocessing Based on MapReduce
inferredcites →https://doi.org/10.1007/s00778-013-0319-9openalex-snapshot
A survey of large-scale analytical query processing in MapReduce
inferredcites →https://doi.org/10.1016/j.future.2013.07.001openalex-snapshot
Achieving Accountable MapReduce in cloud computing
inferredcites →https://doi.org/10.1089/big.2012.1501openalex-snapshot
Mapreduce is Good Enough?If All You Have is a Hammer, Throw Away Everything That's Not a Nail!
inferredcites →https://doi.org/10.1089/big.2013.0010openalex-snapshot
Bring the Noise: Embracing Randomness Is the Key to Scaling Up Machine Learning Algorithms
inferredcites →https://doi.org/10.1093/nsr/nwt032openalex-snapshot
Challenges of Big Data analysis
inferredcites →https://doi.org/10.1109/bigdata.2013.6691798openalex-snapshot
Access control for big data using data content
inferredcites →https://doi.org/10.1109/bigdata.congress.2013.25openalex-snapshot
Countering the Concept-Drift Problem in Big Data Using iOVFDT
inferredcites →https://doi.org/10.1109/cloudcom.2011.17openalex-snapshot
Scalable and Low-Latency Data Processing with Stream MapReduce
inferredcites →https://doi.org/10.1109/icdmw.2010.172openalex-snapshot
S4: Distributed Stream Computing Platform
inferredcites →https://doi.org/10.1109/ldav.2011.6092321openalex-snapshot
Parallel visualization on large clusters using MapReduce
inferredcites →https://doi.org/10.1145/1165389.945450openalex-snapshot
The Google file system
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1807167.1807184openalex-snapshot
Pregel
inferredcites →https://doi.org/10.1145/1851476.1851593openalex-snapshot
Twister
inferredcites →https://doi.org/10.1145/2038916.2038923openalex-snapshot
Incoop
inferredcites →https://doi.org/10.1145/2213836.2213955openalex-snapshot
Oracle in-database hadoop
inferredcites →https://doi.org/10.1145/2331042.2331058openalex-snapshot
Interactive analysis of big data
inferredcites →https://doi.org/10.1145/2351316.2351317openalex-snapshot
Unexpected challenges in large scale machine learning
inferredcites →https://doi.org/10.1145/2465351.2465355openalex-snapshot
BlinkDB
inferredcites →https://doi.org/10.1145/2503009openalex-snapshot
Distributed data management using MapReduce
inferredcites →https://doi.org/10.1145/2522968.2522979openalex-snapshot
The family of mapreduce and large-scale data processing systems
inferredcites →https://doi.org/10.1186/2192-113x-2-22openalex-snapshot
Data management in cloud environments: NoSQL and NewSQL data stores
inferredcites →https://doi.org/10.1214/13-aos1202openalex-snapshot
Endogeneity in high dimensions
inferredcites →https://doi.org/10.14778/1454159.1454204openalex-snapshot
Ad-hoc data processing in the cloud
inferredcites →https://doi.org/10.14778/1687553.1687576openalex-snapshot
MAD skills
inferredcites →https://doi.org/10.14778/1687553.1687609openalex-snapshot
Hive
inferredcites →https://doi.org/10.14778/1920841.1920881openalex-snapshot
HaLoop
inferredcites →https://doi.org/10.14778/1920841.1920886openalex-snapshot
Dremel
inferredcites →https://doi.org/10.14778/2350229.2350259openalex-snapshot
Processing a trillion cells per mouse click
inferredcites →https://doi.org/10.14778/2367502.2367519openalex-snapshot
Interactive analytical processing in big data systems
inferredcites →https://doi.org/10.14778/2367502.2367520openalex-snapshot
Muppet
inferredcites →https://doi.org/10.14778/2536274.2536314openalex-snapshot
Hone
inferredcites →https://doi.org/10.5555/1855711.1855731openalex-snapshot
Airavat: security and privacy for MapReduce
inferredcites →https://doi.org/10.5555/1855711.1855732openalex-snapshot
MapReduce online
inferredcites →https://doi.org/10.5555/1924943.1924962openalex-snapshot
Reining in the outliers in map-reduce clusters using Mantri
inferredcites →https://doi.org/10.5860/choice.50-5095openalex-snapshot
Big data analytics: turning big data into big money

What points at this work

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

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Exponential Chimp Optimization Algorithm based Deep Neuro‐Fuzzy Network with MapReduce framework for fake news detection in big data analytics
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Graph-Based Denormalization for Migrating Big Data from SQL Database to NoSQL Database
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inferred← citeshttps://doi.org/10.1007/978-3-031-48781-1_17openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-49105-4_32openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-82369-5_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-54825-8_3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-59144-5_9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-72413-3_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-94845-4_13openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-98352-3_29openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-98352-3_4openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-10-8660-1_34openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-5802-9_37openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-0187-6_12openalex-snapshot
Latency Estimation of Big Data Processing Under the MapReduce Framework with Coupling Effects
inferred← citeshttps://doi.org/10.1007/s00500-019-04366-9openalex-snapshot
SP-BRAIN: scalable and reliable implementations of a supervised relevance-based machine learning algorithm
inferred← citeshttps://doi.org/10.1007/s00500-021-05671-yopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00500-023-08743-3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00500-026-11425-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10586-017-0972-7openalex-snapshot
A strategy for scheduling reduce task based on intermediate data locality of the MapReduce
inferred← citeshttps://doi.org/10.1007/s10586-022-03541-2openalex-snapshot
Dynamic data replacement and adaptive scheduling policies in spark
inferred← citeshttps://doi.org/10.1007/s10791-018-9332-3openalex-snapshot
(CF)2 architecture: contextual collaborative filtering
inferred← citeshttps://doi.org/10.1007/s11227-015-1501-1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12144-025-07432-8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s42979-021-00692-8openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.enbuild.2015.12.010openalex-snapshot
Energy Forecasting for Event Venues: Big Data and Prediction Accuracy
inferred← citeshttps://doi.org/10.1016/j.future.2015.10.023openalex-snapshot
CEPSim: Modelling and simulation of Complex Event Processing systems in cloud environments
inferred← citeshttps://doi.org/10.1016/j.future.2015.12.014openalex-snapshot
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Real-time big data processing for instantaneous marketing decisions: A problematization approach
inferred← citeshttps://doi.org/10.1016/j.knosys.2016.06.012openalex-snapshot
kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data
inferred← citeshttps://doi.org/10.1016/j.protcy.2016.05.135openalex-snapshot
Big Data Migration between Data Centers in Online Cloud Environment
inferred← citeshttps://doi.org/10.1016/j.techfore.2018.06.009openalex-snapshot
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inferred← citeshttps://doi.org/10.1063/5.0153833openalex-snapshot
Map reduce in document clustering using big data
inferred← citeshttps://doi.org/10.1109/access.2017.2696365openalex-snapshot
Machine Learning With Big Data: Challenges and Approaches
inferred← citeshttps://doi.org/10.1109/access.2020.3016249openalex-snapshot
A MapReduce Approach for Traffic Matrix Estimation in SDN
inferred← citeshttps://doi.org/10.1109/access.2021.3062034openalex-snapshot
Privacy-Breaching Patterns in NoSQL Databases
inferred← citeshttps://doi.org/10.1109/access.2021.3076264openalex-snapshot
ElStream: An Ensemble Learning Approach for Concept Drift Detection in Dynamic Social Big Data Stream Learning
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Towards Enhancing the Performance of Parallel FP-Growth on Spark
inferred← citeshttps://doi.org/10.1109/bigdatacongress.2015.34openalex-snapshot
CEPSim: A Simulator for Cloud-Based Complex Event Processing
inferred← citeshttps://doi.org/10.1109/bigdatacongress.2015.94openalex-snapshot
Big Data Driven Cyber Analytic System
inferred← citeshttps://doi.org/10.1109/bigdatacongress.2016.27openalex-snapshot
Energy Consumption Prediction with Big Data: Balancing Prediction Accuracy and Computational Resources
inferred← citeshttps://doi.org/10.1109/bigdatacongress.2017.31openalex-snapshot
CEPaaS: Complex Event Processing as a Service
inferred← citeshttps://doi.org/10.1109/cadsm.2015.7230799openalex-snapshot
Structures for information retrieval in big data
inferred← citeshttps://doi.org/10.1109/cadsm.2015.7230800openalex-snapshot
Big Data driven cyber physical systems
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Evolutionary undersampling for extremely imbalanced big data classification under apache spark
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A first attempt on global evolutionary undersampling for imbalanced big data
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A Preliminary Study of the Feasibility of Global Evolutionary Feature Selection for Big Datasets under Apache Spark
inferred← citeshttps://doi.org/10.1109/ceec.2014.6958549openalex-snapshot
A novel cloud based elastic framework for big data preprocessing
inferred← citeshttps://doi.org/10.1109/cloudtech.2017.8284736openalex-snapshot
TASMR: Towards advanced secure mapreduc framework across untrusted hybrid clouds
inferred← citeshttps://doi.org/10.1109/comitcon.2019.8862433openalex-snapshot
The Zeitgeist Juncture of “Big Data” and its Future Trends
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From Data-Driven to Intelligent-Driven: Technology Evolution of Network Security in Big Data Era
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Phoenix: A MapReduce implementation with new enhancements
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inferred← citeshttps://doi.org/10.1109/icctct.2018.8550928openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/icctct.2018.8551013openalex-snapshot
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Various approches to improve MapReduce performance in Hadoop
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Offloading Online MapReduce tasks with Stateful Programmable Data Planes
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Classifying Attack Tactics in Zeek Conn Logs Using the UWF-ZeekDataFall22 Dataset and Spark ML within a Big Data Environment
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A Comprehensive Study of Big Data Machine Learning Approaches and Challenges
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TAF
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Contextual anomaly detection framework for big sensor data
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inferred← citeshttps://doi.org/10.32628/cseit217689openalex-snapshot
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In-Memory Data Anonymization Using Scalable and High Performance RDD Design
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Data Intensive Cloud Computing
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Data Intensive Cloud Computing
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Big Data Analysis
inferred← citeshttps://doi.org/10.4018/979-8-3693-9846-3.ch008openalex-snapshot
Machine Learning Techniques for Network Security
inferred← citeshttps://doi.org/10.4018/ijdsst.332773openalex-snapshot
A Novel Query Method for Spatial Database Based on Improved K-Nearest Neighbor Algorithm
inferred← citeshttps://doi.org/10.48175/ijarsct-8040openalex-snapshot
Credit Card Fraud Detection using Big Data Technologies
inferred← citeshttps://doi.org/10.48550/arxiv.1601.04602openalex-snapshot
Big Data: Understanding Big Data
inferred← citeshttps://doi.org/10.5120/20051-1707openalex-snapshot
Efficient Storage Management over Cloud using Data Compression without Losing Searching Capacity
inferred← citeshttps://doi.org/10.5120/cae2018652735openalex-snapshot
Towards a Big Data Architectural Framework for Healthcare in Ghana
inferred← citeshttps://doi.org/10.5120/ijais2016451532openalex-snapshot
Advanced SQL Query To Flink Translator
inferred← citeshttps://doi.org/10.51201/jusst/21/11932openalex-snapshot
Big Data Challenges and Learning Paradigms: A Review
inferred← citeshttps://doi.org/10.5194/isprsarchives-xl-3-w2-17-2015openalex-snapshot
CLASSIFICATION ALGORITHMS FOR BIG DATA ANALYSIS, A MAP REDUCE APPROACH
inferred← citeshttps://doi.org/10.54254/2755-2721/88/20241499openalex-snapshot
Analysis of Aliyun-based serverless on MapReduce efficiency
inferred← citeshttps://doi.org/10.61506/02.00290openalex-snapshot
Latest Computational Methods of Data Wrangling in Applied Linguistics
inferred← citeshttps://doi.org/10.70675/c54b5149za8c6z438ezb110z3ea627d4a25dopenalex-snapshot
Resource management of data stream processing in geo-distributed environments
inferred← citeshttps://doi.org/10.7240/marufbd.440095openalex-snapshot
Tavsiye Sistemlerinde Büyük Verinin Kullanımı Üzerine Kapsamlı Bir İnceleme
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.