Essays about: "RocksDB State Backend"

Found 3 essays containing the words RocksDB State Backend.

  1. 1. Improving Availability of Stateful Serverless Functions in Apache Flink

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Christopher Gustafson; [2022]
    Keywords : Function-as-a-Service; Stateful Serverless Functions; Apache Flink StateFun; Availability; RonDB; RocksDB; Function-as-a-Service; Tillståndsbaserade ServerlösaFunktioner; ApacheFlink StateFun; Tillgänglighet; RonDB; RocksDB;

    Abstract : Serverless computing and Function-as-a-Service are rising in popularity due to their ease of use, provided scalability and cost-efficient billing model. One such platform is Apache Flink Stateful Functions. READ MORE

  3. 2. Comparison of State Backends for Modern Stream Processing System

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mikolaj Robakowski; [2021]
    Keywords : ;

    Abstract : Distributed Stream Processing is a very popular computing paradigm used invarious modern computer systems. An important aspect of distributed streamprocessing systems is how they deal with computation state bigger than thesystem memory. READ MORE

  4. 3. FlinkNDB : Guaranteed Data Streaming Using External State

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Muhammad Haseeb Asif; [2021]
    Keywords : Apache Flink; NDB; Flink State Backend; RocksDB State Backend; State management; Large State Applications; Apache Flink; NDB; Flink State Backend; RocksDB State Backend; State management; Large State Applications;

    Abstract : Apache Flink is a stream processing framework that provides a unified state management mechanism which, at its core, treats stream processing as a sequence of distributed transactions. Flink handles failures, re-scaling and reconfiguration seamlessly via a form of a two-phase commit protocol that periodically commits all past side effects consistently into the state backends. READ MORE