Discretized streams: Fault-tolerant streaming computation at scale

M Zaharia, T Das, H Li, T Hunter, S Shenker… - Proceedings of the …, 2013 - dl.acm.org
Many" big data" applications must act on data in real time. Running these applications at
ever-larger scales requires parallel platforms that automatically handle faults and stragglers …

State management in Apache Flink®: consistent stateful distributed stream processing

P Carbone, S Ewen, G Fóra, S Haridi… - Proceedings of the …, 2017 - dl.acm.org
Stream processors are emerging in industry as an apparatus that drives analytical but also
mission critical services handling the core of persistent application logic. Thus, apart from …

[KİTAP][B] An architecture for fast and general data processing on large clusters

M Zaharia - 2016 - books.google.com
The past few years have seen a major change in computing systems, as growing data
volumes and stalling processor speeds require more and more applications to scale out to …

A survey of state management in big data processing systems

QC To, J Soto, V Markl - The VLDB Journal, 2018 - Springer
The concept of state and its applications vary widely across big data processing systems.
This is evident in both the research literature and existing systems, such as Apache Flink …

ChronoStream: Elastic stateful stream computation in the cloud

Y Wu, KL Tan - 2015 IEEE 31st International Conference on …, 2015 - ieeexplore.ieee.org
We introduce ChronoStream, a distributed system specifically designed for elastic stateful
stream computation in the cloud. ChronoStream treats internal state as a first-class citizen …

Frontier: Resilient edge processing for the internet of things

D O'Keeffe, T Salonidis, P Pietzuch - Proceedings of the VLDB …, 2018 - dl.acm.org
In an edge deployment model, Internet-of-Things (IoT) applications, eg for building
automation or video surveillance, must process data locally on IoT devices without relying …

A utilization model for optimization of checkpoint intervals in distributed stream processing systems

S Jayasekara, A Harwood, S Karunasekera - Future Generation Computer …, 2020 - Elsevier
State-of-the-art distributed stream processing systems such as Apache Flink and Storm have
recently included checkpointing to provide fault-tolerance for stateful applications. This is a …

Consistent regions: Guaranteed tuple processing in ibm streams

G Jacques-Silva, F Zheng, D Debrunner… - Proceedings of the …, 2016 - dl.acm.org
Guaranteed tuple processing has become critically important for many streaming
applications. This paper describes how we enabled IBM Streams, an enterprise-grade …

Toward high-performance distributed stream processing via approximate fault tolerance

Q Huang, PPC Lee - Proceedings of the VLDB Endowment, 2016 - dl.acm.org
Fault tolerance is critical for distributed stream processing systems, yet achieving error-free
fault tolerance often incurs substantial performance overhead. We present AF-Stream, a …

Generation of low power dissipation and high fault coverage patterns for scan-based BIST

S Wang - Proceedings. International Test Conference, 2002 - ieeexplore.ieee.org
This paper presents a low hardware overhead test pattern generator (TPG) for scan-based
BIST that can reduce switching activity in CUTs during BIST and also achieve very high fault …