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Scalable and Low-Latency Data Processing with Stream MapReduce

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What this work says

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

inferredcites →https://doi.org/10.1007/3-540-44816-0_11openalex-snapshot
Communities of Interest
inferredcites →https://doi.org/10.1007/978-3-540-88808-6_2openalex-snapshot
The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems
inferredcites →https://doi.org/10.1109/icdcs.2009.35openalex-snapshot
Minimizing Latency in Fault-Tolerant Distributed Stream Processing Systems
inferredcites →https://doi.org/10.1109/icdcs.2011.29openalex-snapshot
Low-Overhead Fault Tolerance for High-Throughput Data Processing Systems
inferredcites →https://doi.org/10.1109/icde.2011.5767937openalex-snapshot
Real-time pattern matching with FPGAs
inferredcites →https://doi.org/10.1109/rtc.2009.5321918openalex-snapshot
The ATLAS High Level Trigger infrastructure, performance and future developments
inferredcites →https://doi.org/10.1109/srds.2011.12openalex-snapshot
Active Replication at (Almost) No Cost
inferredcites →https://doi.org/10.1145/1272996.1273005openalex-snapshot
Dryad
inferredcites →https://doi.org/10.1145/1297027.1297043openalex-snapshot
Streamflex
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1385989.1386023openalex-snapshot
Speculative out-of-order event processing with software transaction memory
inferredcites →https://doi.org/10.1145/1629175.1629197openalex-snapshot
MapReduce and parallel DBMSs
inferredcites →https://doi.org/10.1145/1807128.1807138openalex-snapshot
Stateful bulk processing for incremental analytics
inferredcites →https://doi.org/10.1145/37499.37515openalex-snapshot
Exploiting virtual synchrony in distributed systems
inferredcites →https://doi.org/10.1145/568522.568525openalex-snapshot
A survey of rollback-recovery protocols in message-passing systems
inferredcites →https://doi.org/10.1145/776985.776986openalex-snapshot
Issues in data stream management
inferredcites →https://doi.org/10.1145/98163.98167openalex-snapshot
Implementing fault-tolerant services using the state machine approach: a tutorial
inferredcites →https://doi.org/10.3233/ida-2002-6302openalex-snapshot
Communities of interest
inferredcites →https://doi.org/10.5555/1855711.1855732openalex-snapshot
MapReduce online
inferredcites →https://doi.org/10.5555/1924943.1924961openalex-snapshot
Large-scale incremental processing using distributed transactions and notifications

What points at this work

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

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Towards Planning and Control of Business Processes Based on Event-Based Predictions
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Networking Big Data: Definition, Key Technologies and Challenging Issues of Transmission
inferred← citeshttps://doi.org/10.1007/978-3-319-55699-4_17openalex-snapshot
StroMAX: Partitioning-Based Scheduler for Real-Time Stream Processing System
inferred← citeshttps://doi.org/10.1007/978-3-319-55699-4_29openalex-snapshot
Supporting Real-Time Analytic Queries in Big and Fast Data Environments
inferred← citeshttps://doi.org/10.1007/978-3-662-45652-1_20openalex-snapshot
A Storm-Based Real-Time Micro-Blogging Burst Event Detection System
inferred← citeshttps://doi.org/10.1007/s10586-019-02939-9openalex-snapshot
Reliable stream data processing for elastic distributed stream processing systems
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.pmcj.2019.101082openalex-snapshot
Maximizing MapReduce job speed and reliability in the mobile cloud by optimizing task allocation
inferred← citeshttps://doi.org/10.1016/j.pmcj.2020.101134openalex-snapshot
Distributed fine-tuning of CNNs for image retrieval on multiple mobile devices
inferred← citeshttps://doi.org/10.1109/bigdata.2013.6691620openalex-snapshot
Scalable distributed event detection for Twitter
inferred← citeshttps://doi.org/10.1109/bigdata.2014.7004257openalex-snapshot
Meeting predictable buffer limits in the parallel execution of event processing operators
inferred← citeshttps://doi.org/10.1109/bigdata.congress.2014.83openalex-snapshot
Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry
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/cisis.2014.94openalex-snapshot
Scheduling Decisions in Stream Processing on Heterogeneous Clusters
inferred← citeshttps://doi.org/10.1109/edocw.2012.23openalex-snapshot
Conceptualisation and Lifecycle of Cloud Based Information Systems
inferred← citeshttps://doi.org/10.1109/icdcs.2014.64openalex-snapshot
Elastic Scaling of a High-Throughput Content-Based Publish/Subscribe Engine
inferred← citeshttps://doi.org/10.1109/icdcs.2015.41openalex-snapshot
Fault-Tolerant and Elastic Streaming MapReduce with Decentralized Coordination
inferred← citeshttps://doi.org/10.1109/icpp.2013.120openalex-snapshot
StreamMine3G OneClick -- Deploy and Monitor ESP Applications with a Single Click
inferred← citeshttps://doi.org/10.1109/icst.2017.11openalex-snapshot
Using Delta Debugging to Minimize Stress Tests for Concurrent Data Structures
inferred← citeshttps://doi.org/10.1109/inm.2015.7140391openalex-snapshot
i-MagNet: A real-time intelligent framework for finding specific needles from needle stacks
inferred← citeshttps://doi.org/10.1109/jiot.2015.2397316openalex-snapshot
Predictable Low-Latency Event Detection With Parallel Complex Event Processing
inferred← citeshttps://doi.org/10.1109/mcom.2015.7010547openalex-snapshot
A recommender system architecture for predictive telecom network management
inferred← citeshttps://doi.org/10.1109/mnet.2017.1500114openalex-snapshot
Magnet: Real-Time Trace Stream Analytics Framework for 5G Operations Support Systems
inferred← citeshttps://doi.org/10.1109/services.2014.41openalex-snapshot
Challenges for MapReduce in Big Data
inferred← citeshttps://doi.org/10.1109/smartcloud.2018.00026openalex-snapshot
A Thread-Saving Schedule with Graph Analysis for Parallel Deep Learning Applications on Embedded Systems
inferred← citeshttps://doi.org/10.1109/srds.2011.12openalex-snapshot
Active Replication at (Almost) No Cost
inferred← citeshttps://doi.org/10.1109/tcc.2020.2987023openalex-snapshot
A Sketching Approach for Obtaining Real-Time Statistics Over Data Streams in Cloud
inferred← citeshttps://doi.org/10.1109/tpds.2019.2891587openalex-snapshot
Pec: Proactive Elastic Collaborative Resource Scheduling in Data Stream Processing
inferred← citeshttps://doi.org/10.1109/tsc.2021.3051046openalex-snapshot
Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments
inferred← citeshttps://doi.org/10.1109/ucc.2013.18openalex-snapshot
Tutorial: Elastic and Fault Tolerant Event Stream Processing using StreamMine3G
inferred← citeshttps://doi.org/10.1109/ucc.2013.88openalex-snapshot
Scalable and Real-Time Deep Packet Inspection
inferred← citeshttps://doi.org/10.1145/2460756.2460762openalex-snapshot
Incremental stream processing using computational conflict-free replicated data types
inferred← citeshttps://doi.org/10.1145/2463676.2465282openalex-snapshot
Integrating scale out and fault tolerance in stream processing using operator state management
inferred← citeshttps://doi.org/10.1145/2488222.2488260openalex-snapshot
StreamHub
inferred← citeshttps://doi.org/10.1145/2488222.2488267openalex-snapshot
Adaptive online scheduling in storm
inferred← citeshttps://doi.org/10.1145/2611286.2611304openalex-snapshot
Scalable and elastic realtime click stream analysis using StreamMine3G
inferred← citeshttps://doi.org/10.1145/2611286.2611309openalex-snapshot
Cloud-based data stream processing
inferred← citeshttps://doi.org/10.1145/2933267.2933315openalex-snapshot
Enorm
inferred← citeshttps://doi.org/10.1145/3063955.3063995openalex-snapshot
Composed sketch framework for quantiles and cardinality queries over big data streams
inferred← citeshttps://doi.org/10.1145/3303849openalex-snapshot
A Comprehensive Survey on Parallelization and Elasticity in Stream Processing
inferred← citeshttps://doi.org/10.1145/3503222.3507726openalex-snapshot
Taurus: a data plane architecture for per-packet ML
inferred← citeshttps://doi.org/10.14257/ijdta.2015.8.5.14openalex-snapshot
Research Progress of Stream Data Query in Network Space
inferred← citeshttps://doi.org/10.14778/2809974.2809979openalex-snapshot
Supporting scalable analytics with latency constraints
inferred← citeshttps://doi.org/10.1504/ijbdi.2015.069090openalex-snapshot
Heterogeneity-aware scheduler for stream processing frameworks
inferred← citeshttps://doi.org/10.3390/s18113732openalex-snapshot
An Adaptive Parallel Processing Strategy for Complex Event Processing Systems over Data Streams in Wireless Sensor Networks
inferred← citeshttps://doi.org/10.48550/arxiv.1901.09716openalex-snapshot
A Comprehensive Survey on Parallelization and Elasticity in Stream Processing
inferred← citeshttps://doi.org/10.5441/002/edbt.2014.09openalex-snapshot
Adaptive Fault-Tolerance for Dynamic Resource Provisioning in Distributed Stream Processing Systems
inferred← citeshttps://doi.org/10.7275/6959314.0openalex-snapshot
A Platform for Scalable Low-Latency Analytics using MapReduce
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