the proceedings contain 43 papers. the topics discussed include: mitigating network side channel leakage for stream processing systems in trusted execution environments;secret sharing in pub/sub using trusted executio...
ISBN:
(纸本)9781450357821
the proceedings contain 43 papers. the topics discussed include: mitigating network side channel leakage for stream processing systems in trusted execution environments;secret sharing in pub/sub using trusted execution environments;preserving privacy and quality of service in complex event processing through event reordering;probabilistic management of late arrival of events;optimization strategies for integration pattern compositions;butter provisioning for large-scale data-acquisition systems;industry paper: cost-aware streaming data analysis: distributed vs single-thread;grand challenge: Bayesian estimation of vessel destination and arrival times;and grand challenge: real-time destination and ETA prediction for maritime traffic.
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 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 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 ...
详细信息
Keeping track of protocol, node, or system states in a distributed network is non-trivial. However, state tracking combined with predefined allowed transitions for each state is essential to verify that nodes adhere t...
详细信息
ISBN:
(纸本)9798400704437
Keeping track of protocol, node, or system states in a distributed network is non-trivial. However, state tracking combined with predefined allowed transitions for each state is essential to verify that nodes adhere to the specification and, finally, to detect faulty or malicious nodes. Typically, existing systems only consider context in network flows instead of the full states or use a simplified state model. therefore, we examine challenges and factors influencing a state tracking and verification system.
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