Apache Beam vs. Apache Kafka vs. MATLAB Comparison


Apache Beam Apache Software Foundation	Apache Kafka The Apache Software Foundation	MATLAB The MathWorks	+
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About The easiest way to do batch and streaming data processing. Write once, run anywhere data processing for mission-critical production workloads. Beam reads your data from a diverse set of supported sources, no matter if it’s on-prem or in the cloud. Beam executes your business logic for both batch and streaming use cases. Beam writes the results of your data processing logic to the most popular data sinks in the industry. A simplified, single programming model for both batch and streaming use cases for every member of your data and application teams. Apache Beam is extensible, with projects such as TensorFlow Extended and Apache Hop built on top of Apache Beam. Execute pipelines on multiple execution environments (runners), providing flexibility and avoiding lock-in. Open, community-based development and support to help evolve your application and meet the needs of your specific use cases.	About Apache Kafka® is an open-source, distributed streaming platform. Scale production clusters up to a thousand brokers, trillions of messages per day, petabytes of data, hundreds of thousands of partitions. Elastically expand and contract storage and processing. Stretch clusters efficiently over availability zones or connect separate clusters across geographic regions. Process streams of events with joins, aggregations, filters, transformations, and more, using event-time and exactly-once processing. Kafka’s out-of-the-box Connect interface integrates with hundreds of event sources and event sinks including Postgres, JMS, Elasticsearch, AWS S3, and more. Read, write, and process streams of events in a vast array of programming languages.	About MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Real-Time Data Streaming solution for businesses	Audience Companies searching for an open-source distributed event streaming platform for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications	Audience Modeling, simulation, and programming software that can be hosted in the cloud or on-premise
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
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Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 4.7 / 5 ease 4.5 / 5 features 4.9 / 5 design 4.8 / 5 support 4.8 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Apache Software Foundation Founded: 1999 United States beam.apache.org	Company Information The Apache Software Foundation Founded: 1999 United States kafka.apache.org	Company Information The MathWorks Founded: 1984 United States www.mathworks.com
Alternatives Spark Streaming Apache Software Foundation	Alternatives Amazon EventBridge Amazon	Alternatives Posit
Samza Apache Software Foundation	Boomi	PrimeSim HSPICE Synopsys
Apache Storm Apache Software Foundation	EMQX EMQ Technologies	LabVIEW NI
Astra Streaming DataStax	Astra Streaming DataStax	Simulink MathWorks
Google Cloud Dataflow Google View All	StreamNative View All	LiveLink for MATLAB Comsol Group View All
Categories Real-Time Data Streaming	Categories Data Pipeline Event Brokers Event Stream Processing iPaaS Message Queue Message-Oriented Middleware Real-Time Data Streaming	Categories Backtesting CAD Computer-Aided Engineering (CAE) Data Science Data Visualization Embedded Software Development Engineering Financial Risk Management Fraud Detection Mechanical Engineering Predictive Analytics Programming Languages Simulation Statistical Analysis
	Show More Features Message Queue Features Asynchronous Communications Protocol Data Error Reduction Message Encryption On-Premise Installation Roles / Permissions Storage / Retrieval / Deletion System Decoupling	Show More Features CAD Features 2 1/2-Axis Milling 2D Drawing 3-Axis Milling 3D Modeling 4-Axis Milling 5-Axis Milling Civil Collaboration Database Connectivity Design Analysis Design Export Document Management Electrical Hole Making Mechanical Mechatronics Presentation Tools Simulate Cycles Spiral Output Structural Engineering Toolpath Simulation User Defined Cycles Engineering Features 2D Drawing 3D Modeling Chemical Engineering Civil Engineering Collaboration Design Analysis Design Export Document Management Electrical Engineering Mechanical Engineering Mechatronics Presentation Tools Structural Engineering Financial Risk Management Features Compliance Management Credit Risk Management For Hedge Funds Liquidity Analysis Loan Portfolio Management Market Risk Management Operational Risk Management Portfolio Management Portfolio Modeling Risk Analytics Benchmarks Stress Tests Value At Risk Calculation Simulation Features 1D Simulation 3D Modeling 3D Simulation Agent-Based Modeling Continuous Modeling Design Analysis Direct Manipulation Discrete Event Modeling Dynamic Modeling Graphical Modeling Industry Specific Database Monte Carlo Simulation Motion Modeling Presentation Tools Stochastic Modeling Turbulence Modeling Statistical Analysis Features Analytics Association Discovery Compliance Tracking File Management File Storage Forecasting Multivariate Analysis Regression Analysis Statistical Process Control Statistical Simulation Survival Analysis Time Series Visualization
Integrations Artelys Knitro BOSCO CorralData Databricks Data Intelligence Platform Devika DoubleCloud FICO Xpress Optimization Flowls Foundational FusionReactor IRI DarkShield Ondat OpsVerse Oracle Cloud Infrastructure Streaming RTView Tecton Telmai ThreatConnect Risk Quantifier (RQ) UberCloud witboost Show More Integrations View All 2 Integrations	Integrations Artelys Knitro BOSCO CorralData Databricks Data Intelligence Platform Devika DoubleCloud FICO Xpress Optimization Flowls Foundational FusionReactor IRI DarkShield Ondat OpsVerse Oracle Cloud Infrastructure Streaming RTView Tecton Telmai ThreatConnect Risk Quantifier (RQ) UberCloud witboost Show More Integrations View All 313 Integrations	Integrations Artelys Knitro BOSCO CorralData Databricks Data Intelligence Platform Devika DoubleCloud FICO Xpress Optimization Flowls Foundational FusionReactor IRI DarkShield Ondat OpsVerse Oracle Cloud Infrastructure Streaming RTView Tecton Telmai ThreatConnect Risk Quantifier (RQ) UberCloud witboost Show More Integrations View All 77 Integrations
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