Computer Science · Databases & Data Systems

Stream Processing

A topic within Databases & Data Systems, itself one of 13 topics in that field and part of Computer Science.

Reading on Stream Processing

2 works

Paper2013

Discretized Streams: Fault-Tolerant Streaming Computation at Scale

Matei Zaharia et al.

Treats a data stream as a continuous series of small batch computations, arguing this recovers fault tolerance and exactly-once semantics for free from the same lineage-based mechanism batch systems already use.

Computer Science · Databases & Data Systems

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Paper2015

The Dataflow Model

Tyler Akidau et al.

Argues that event time and processing time must be treated as separate axes, and gives windowing and triggering primitives that produce correct answers even from data arriving out of order.

link checked 17 Sept 2026

Computer Science · Databases & Data Systems

FreeAdvanced

Reading on Stream Processing

Discretized Streams: Fault-Tolerant Streaming Computation at Scale

The Dataflow Model

Other topics in Databases & Data Systems