the proceedings contain 26 papers. the topics discussed include: a selective and biased choice of techniques for building a distributed data store;accelerating the performance of distributed stream processing systems ...
ISBN:
(纸本)9798400701221
the proceedings contain 26 papers. the topics discussed include: a selective and biased choice of techniques for building a distributed data store;accelerating the performance of distributed stream processing systems with in-network computing;secure distributed data and event processing at scale: where are we now?;adaptive distributed streaming similarity joins;I will survive: an event-driven conformance checking approach over process streams;on improving streaming system Autoscaler behavior using windowing and weighting methods;practical forecasting of cryptocoins timeseries using correlation patterns;an exploratory analysis of methods for real-time data deduplication in streaming processes;considerations for integrating virtual threads in a Java framework: a Quarkus example in a resource-constrained environment;and discovery of breakout patterns in financial tick data via parallel stream processing with in-order guarantees.
the proceedings contain 30 papers. the topics discussed include: Challenger 2.0: a step towards automated deployments and resilient solutions for the DEBS grand challenge;safe shared state in dataflow systems;AquaLang...
ISBN:
(纸本)9798400704437
the proceedings contain 30 papers. the topics discussed include: Challenger 2.0: a step towards automated deployments and resilient solutions for the DEBS grand challenge;safe shared state in dataflow systems;AquaLang: a dataflow programming language;aggregates are all you need (to bridge stream processing and complex event recognition);StreamBed: capacity planning for stream processing;last night in Sweden: a vision for resource-intelligent stream reasoning;evaluating stream processing Autoscalers;color-based lightweight utility-aware load shedding for real-time video analytics at the edge;job scheduling for HPC clusters: constraint programming vs. backfilling approaches;and a comprehensive benchmarking analysis of fault recovery in stream processing frameworks.
the proceedings contain 27 papers. the topics discussed include: CougaR: fast and eclipse-resilient dissemination for blockchain networks;optimizing complex event forecasting;predicate-based push-pull communication fo...
ISBN:
(纸本)9781450393089
the proceedings contain 27 papers. the topics discussed include: CougaR: fast and eclipse-resilient dissemination for blockchain networks;optimizing complex event forecasting;predicate-based push-pull communication for distributed CEP;toward reducing cross-shard transaction overhead in sharded blockchains;substream management in distributed streaming dataflows;a multi-level caching architecture for stateful stream computation;travel light - state shedding for efficient operator migration;zero-shot cost models for distributed stream processing;window-based parallel operator execution with in-network computing;event-based data-centric semantics for consistent data management in microservices;knowledge graph stream processing at the edge;and deriving a realistic workload model to simulate high-volume financial data feeds for performance benchmarking.
the proceedings contain 26 papers. the topics discussed include: a distributed database system for event-based microservices;distributed transactions on serverless stateful functions;towards event-driven decentralized...
ISBN:
(纸本)9781450385558
the proceedings contain 26 papers. the topics discussed include: a distributed database system for event-based microservices;distributed transactions on serverless stateful functions;towards event-driven decentralized marketplaces on the blockchain;an experimental framework for improving the performance of BFT consensus for future permissioned blockchains;fast recovery of correlated failures in distributed stream processing engines;an event driven framework for smart contract execution;box queries over multi-dimensional streams;real-time big data stream analytics and complex event detection: modular visual framework, data science platform, and industry applications;S2CE: a hybrid cloud and edge orchestrator for mining exascale distributed streams;descriptor based consensus for blockchain transactions;and the synergy of complex event processing and tiny machine learning in industrial IoT.
the proceedings contain 28 papers. the topics discussed include: Triggerflow: trigger-based orchestration of serverless workflows;leaving stragglers at the window: low-latency stream sampling with accuracy guarantees;...
ISBN:
(纸本)9781450380287
the proceedings contain 28 papers. the topics discussed include: Triggerflow: trigger-based orchestration of serverless workflows;leaving stragglers at the window: low-latency stream sampling with accuracy guarantees;EdgeScaler: effective elastic scaling for graph stream processing systems;mechanisms for outsourcing computation via a decentralized market;FaaSdom: a benchmark suite for serverless computing;ByzGame: Byzantine generals game;the Kaiju project: enabling event-driven observability;DeepMatch: deep matching for in-vehicle presence detection in transportation;Hermes: enabling energy-efficient IoT networks with generalized deduplication;and doctoral symposium: trade-off analysis of thermal-constrained scheduling strategies in multi-core systems.
the proceedings contain 43 papers. the topics discussed include: STRETCH: scalable and elastic deterministic streaming analysis with virtual shared-nothing parallelism;Haren: a framework for ad-hoc thread scheduling p...
ISBN:
(纸本)9781450367943
the proceedings contain 43 papers. the topics discussed include: STRETCH: scalable and elastic deterministic streaming analysis with virtual shared-nothing parallelism;Haren: a framework for ad-hoc thread scheduling policies for data streaming applications;reinforcement learning based policies for elastic stream processing on heterogeneous resources;multistage adaptive load balancing for big active data publish subscribe systems;cooperative offloading in context-aware networks: a game-theoretic approach;location-centric view selection in a location-based feed-following system;incremental event calculus for run-time reasoning;ASSED - a platform for identifying physical events through adaptive social sensor data filtering;and static termination analysis for event-driven distributed algorithms.
In this keynote I give a subjective but systematic overview of the landscape of distributedevent-basedsystems, with an emphasis on two areas I have worked on over the last decade: large-scale stream processing with ...
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StreamToxWatch, or ToxWatch for short, is an early-stage ensemble architecture for data poisoning detection and monitoring in online learning systems over streams. Detecting data poisoning is difficult, especially in ...
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In event processing systems, detected event patterns can reveal privacy-sensitive information. In this paper, we propose and discuss how to integrate pattern-level privacy protection in event-basedsystems. Compared t...
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