/StreamProcessing_ReadingList

stream processing reading list

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Stream Processing Systems ReadingList

Reading list of research works at stream processing. PR are welcome! Those can be treated as the "must-read entry books" to enter the field of stream processing.

General Stream Processing

Surveys/Foundations

Early Prototypes (before 2005)

APIs

Cost Model and Query Optimization

Execution Engine

Availability

Elasticity

Deterministic Stream Processing

AQP

Transactional Stream Processing

Complex Event Processing

Stream Machine Learning / Data Mining

Survey/Review

Frameworks

Hardware Consious Stream Processing

Survey and Experimental study

Accelerating Expensive Operator

Stream Join

Stream Aggregate

Deterministic Operator

Efficient Stream Flow

In-DAG Stream Flow

Out-DAG Stream Flow

HW-Conscious Query Optimization

Multisocket, multicore

FPGA

GPGPU