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检索条件"任意字段=Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems"

共 1619 条记录，以下是331-340 订阅

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Tutorial: DCEP-Sim: An Open Simulation Framework for distributed CEP 12

Tutorial: DCEP-Sim: An Open Simulation Framework for Distrib...

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12th acm international conference on distributed and event-based systems (DEBS)

作者： Starks, Fabrice Kristiansen, Stein Plagemann, thomas Univ Oslo Oslo Norway

ISBN: (纸本)9781450357821

Evaluation of distributed Complex event Processing (CEP) systems is a rather challenging task. To simplify this task, we developed the open simulation framework for distributed CEP, called DCEP-Sim. the goal of this tutorial is to facilitate the process of using DCEP-Sim. Since DCEP-Sim is designed and implemented in the popular network simulator ns-3 we introduce the most important concepts of ns-3. Simulations in ns-3 are configured and executed though a main program called an ns-3 script. We use a simple example script to explain how simulations with DCEP-Sim are set up and executed. To give an idea how DCEP-Sim can be adjusted to particular needs, we explain how DCEP-Sim can be adapted (e.g., through changing the workload and the network topology) and how new distributed CEP solutions can be added by explaining how to add a new operator to DCEP-Sim.

关键词： distributed Complex event Processing Simulation

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Zero-knowledge data validation method based on the homomorphic hash function in the distributed decentralized storage platform 10

Zero-knowledge data validation method based on the homomorph...

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10th Majorov international conference on Software Engineering and Computer systems, MICSECS 2018

作者： Bogatyrev, Stanislav Bogatyrev, Anatoly Liubich, Sergei Wahle, Fabian JSC "NEO Saint Petersburg Competence Center" St. Petersburg Russia

the design of the distributed Decentralized Storage Platform (DDSP) requires to develop an efficient data validation method taking into account the network scalability issue, possibility to check data without knowledge of content and privacy protection of users data. DDSP is aimed at ensuring the availability and integrity of data. the aim of this research is to develop a zero-knowledge data validation method for the decentralized storage system for minimizing data transferring to maintain the network scalability and minimizing computational cost on the side of a storage node to maintain a large number of parallel interactions, and on the side of a validating node. the integrity guarantee is achieved due to the proposed data validation method based on the homomorphic hash function which allows to verify the integrity of data on a storage node without transferring real data to a validating party over the network. the computational complexity of validations depends linearly on the size of validated data and is well suited for parallelization. © 2019 CEUR-WS. All rights reserved.

关键词： Scalability

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Tutorial: Deconstructing Blockchains: Concepts, systems, and Insights 12

Tutorial: Deconstructing Blockchains: Concepts, Systems, and...

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12th acm international conference on distributed and event-based systems (DEBS)

作者： Zhang, Kaiwen Vitenberg, Roman Jacobsen, Hans-Arno Ecole Technol Super Montreal PQ Canada Univ Oslo Dept Informat Oslo Norway Univ Toronto Toronto ON Canada Tech Univ Munich Munich Germany Middleware Syst Res Grp Toronto ON Canada

ISBN: (纸本)9781450357821

Popularly known for powering cryptocurrencies such as Bitcoin and Ethereum, blockchains is seen as a disruptive technology capable of impacting a wide variety of domains, ranging from finance to governance, by offering superior security, reliability, and transparency in a decentralized manner. In this tutorial presentation, we first study the original Bitcoin design, as well as Ethereum and Hyperledger, and reflect on their design from an academic perspective. We provide an overview of potential applications and associated research challenges, as well as a survey of ongoing research projects. We mention opportunities blockchain creates for event-based systems. Finally, we conclude with a walkthrough showing the process of developing a decentralized application (DApp), using a popular Smart Contract language (Solidity) for the blockchain platform of Ethereum.

关键词： distributed Ledger Technology Blockchain Bitcoin Ethereum Hyperledger Smart Contracts

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Poster: distributed and Dynamic Clustering For News events 12

Poster: Distributed and Dynamic Clustering For News Events

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12th acm international conference on distributed and event-based systems (DEBS)

作者： Setty, Vinay Univ Stavanger Stavanger Norway

ISBN: (纸本)9781450357821

the primary consumption of news is now increasingly online and has resulted in a large volume of online news from varied news outlets. Consequently, news aggregators have become popular for clustering, ranking and personalization of news which process millions of news articles each day. In addition, since news articles stream constantly, there is a need for a scalable event-based system which can facilitate news mining in an online fashion. To address these challenges, we propose a distributed framework to process news articles and cluster them to facilitate many news mining tasks. the core of our system is a novel and scalable distributed clustering algorithm using Locality Sensitive Hashing which is robust to outliers and noise. In addition, we also propose an online version of the clustering algorithm to dynamically maintain the news event clusters. We implement the proposed solution on Apache Spark. Using a large news collection with over 8 million news articles, we show that our approach outperforms widely-used clustering techniques such as K-Means both in run time and clustering quality.

关键词： distributed clustering document clustering news events

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Poster: Low Latency, High throughput Trade Surveillance System Using In-Memory Data Grid 12

Poster: Low Latency, High Throughput Trade Surveillance Syst...

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12th acm international conference on distributed and event-based systems (DEBS)

作者： Bansod, Rishikesh Virk, Rupinder Raval, Mehul TCS Res Mumbai Maharashtra India TCS Mumbai Maharashtra India

ISBN: (纸本)9781450357821

Trade surveillance is an important concern in recent trading engines to detect and prevent fraudulent trades at earliest. In traditional trading platforms, to achieve high throughput and low latency requirements focus of developers has always been on high-performance languages such as C, C++ and FPGA based systems. these systems have limitations of scalability and fault-tolerance. With the arrival of in-memory technology, these requirements can be met with Java-based frameworks like Ignite, Flink, Spark. In this paper, we propose a novel way of implementing trade surveillance architecture using Apache Ignite In-Memory Data Grid (IMDG). Paper discusses the engineering approach to tune system architecture on the single node in terms of achieving high throughput, low latency and then scaling out to multiple nodes.

关键词： In-Memory distributed Computing In-Memory Data Grid Low Latency Streaming High throughput Caching Trade Surveillance

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Poster: Iterative Scheduling for distributed Stream Processing systems 12

Poster: Iterative Scheduling for Distributed Stream Processi...

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12th acm international conference on distributed and event-based systems (DEBS)

作者： Eskandari, Leila Mair, Jason Huang, Zhiyi Eyers, David Univ Otago Dept Comp Sci Dunedin New Zealand

ISBN: (纸本)9781450357821

Nowadays data stream processing systems need to efficiently handle large volumes of data in near real-time. To achieve this, the schedulers within such systems minimise the data movement between highly communicating tasks, improving system throughput. However, finding an optimal schedule for these systems is NP-hard. In this research, we propose a heuristic scheduling algorithm which reliably and efficiently finds the highly communicating tasks by exploiting graph partitioning algorithms and a mathematical optimisation software package. We evaluate our scheduler with two popular existing schedulers R-Storm and Aniello et al.'s 'Online scheduler' using two real-world applications and show that our proposed scheduler outperforms R-Storm, increasing throughput by between 3% and 30% and Online scheduler by 20 86% as a result of finding a more efficient schedule.

关键词： Stream processing Scheduling Graph Partitioning

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Preserving Privacy and Quality of Service in Complex event Processing through event Reordering 18

Preserving Privacy and Quality of Service in Complex Event P...

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12th acm international conference on distributed and event-based systems (DEBS)

作者： Palanisamy, Saravana Murthy Duerr, Frank Tariq, Muhammad Adnan Rothermel, Kurt Univ Stuttgart Inst Parallel & Distributed Syst Stuttgart Germany

ISBN: (纸本)9781450357821

the Internet of things (IoT) envisions a huge number of networked sensors connected to the internet. these sensors collect large streams of data which serve as input to wide range of IoT applications and services such as e-health, e-commerce, and automotive services. Complex event Processing (CEP) is a powerful tool that transforms streams of raw sensor data into meaningful information required by these IoT services. Often these streams of data collected by sensors carry privacy-sensitive information about the user. thus, protecting privacy is of paramount importance in IoT services based on CEP. In this paper we present a novel pattern-level access control mechanism for CEP based services that conceals private information while minimizing the impact on useful non-sensitive information required by the services to provide a certain quality of service (QoS). the idea is to reorder events from the event stream to conceal privacy-sensitive event patterns while preserving non-privacy sensitive event patterns to maximize QoS. We propose two approaches, namely an ILP-based approach and a graph-based approach, calculating an optimal reordering of events. Our evaluation results show that these approaches are effective in concealing private patterns without significant loss of QoS.

关键词： Privacy Complex event Processing Pattern obfuscation Access control

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10th international conference on Evolutionary Multi-Criterion Optimization, EMO 2019

10th International Conference on Evolutionary Multi-Criterio...

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10th international conference on Evolutionary Multi-Criterion Optimization, EMO 2019

ISBN: (纸本)9783030125974

the proceedings contain 59 papers. the special focus in this conference is on Evolutionary Multi-Criterion Optimization. the topics include: Multi-objective techniques for single-objective local search: A case study on traveling salesman problem;multimodality in multi-objective optimization – More boon than bane?;solving nonlinear equation systems using multiobjective differential evolution;process-monitoring-for-quality— A model selection criterion for genetic programming;evolutionary many-constraint optimization: An exploratory analysis;generating uniformly distributed points on a unit simplex for evolutionary many-objective optimization;on timing the nadir-point estimation and/or termination of reference-based multi- and many-objective evolutionary algorithms;variation rate: An alternative to maintain diversity in decision space for multi-objective evolutionary algorithms;indicator-based weight adaptation for solving many-objective optimization problems;Investigating the normalization procedure of NSGA-III;an empirical investigation of the optimality and monotonicity properties of multiobjective archiving methods;MAC: Many-objective automatic algorithm configuration;A parallel tabu search heuristic to approximate uniform designs for reference set based MOEAs;Comparison of reference- and hypervolume-based MOEA on solving many-objective optimization problems;diversity over dominance approach for many-objective optimization on reference-points-based framework;a two-stage evolutionary algorithm for many-objective optimization;CRI-EMOA: A pareto-front shape invariant evolutionary multi-objective algorithm;the hypervolume indicator as a performance measure in dynamic optimization;Comparison of hypervolume, IGD and IGD+ from the viewpoint of optimal distributions of solutions;Diversity-indicator based multi-objective evolutionary algorithm: DI-MOEA;the expected R2-indicator improvement for multi-objective bayesian optimization;evolutionary multi-objective optimization u

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10th international conference on Agents and Artificial Intelligence, ICAART 2018

10th International Conference on Agents and Artificial Intel...

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10th international conference on Agents and Artificial Intelligence, ICAART 2018

ISBN: (纸本)9783030054526

the proceedings contain 23 papers. the special focus in this conference is on Agents and Artificial Intelligence. the topics include: Using generic ontologies to infer the geographic focus of text;Smart device stealing and CANDIES;integrated route, charging and activity planning for whole day mobility with electric vehicles;scalable collaborative filtering based on splitting-merging clustering algorithm;foundations of inconsistency-tolerant model checking: Logics, translations, and examples;Inherited properties of FL0 concept similarity measure under preference profile;SEMTec: Social emotion mining techniques for analysis and prediction of facebook post reactions;gamma-star canonical forms in the type-theory of acyclic algorithms;the application of Keirsey’s temperament model to twitter data in portuguese;an Approach for detecting and resolving indirect normative conflicts in multi-agent systems;a constraint solving web service for a handwritten Japanese historical kana reprint support system;parameterized mapping distances for semi-structured data;aspectual classifications: Use of raters’ associations and co-occurrences of verbs for aspectual classification in German;linguistic information in word embeddings;comparative quantitative evaluation of distributed methods for explanation generation and validation of floor plan recommendations;population dynamics necessary to avert unpopular norms;modelling and simulating extreme opinion diffusion;learning from monte carlo rollouts with opponent models for playing tron;conditional uncertainty in constraint networks;safe deep reinforcement learning hybrid electric vehicle energy management;planning under uncertainty through goal-driven action selection.

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Processing of Aggregate Continuous Queries in a distributed Environment 9th

Processing of Aggregate Continuous Queries in a Distributed ...

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9th international Workshop on Business Intelligence for the Real-Time Enterprise, BIRTE 2015, 10th international Workshop on Enabling Real-Time Business Intelligence, BIRTE 2016 and 11th international Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2017 held in conjunction with the international conference on Very Large Data Bases, VLDB 2017

作者： Shein, Anatoli U. Chrysanthis, Panos K. Labrinidis, Alexandros Department of Computer Science University of Pittsburgh PittsburghPA15260 United States

ISBN: (纸本)9783030241230

Data Stream Management systems (DSMSs) performing online analytics rely on the efficient execution of large numbers of Aggregate Continuous Queries (ACQs). In this paper, we study the problem of generating high quality execution plans of ACQs in DSMSs deployed on multi-node (multi-core and multi-processor) distributed environments. Towards this goal, we classify optimizers based on how they partition the workload among computing nodes and on their usage of the concept of Weavability, which is utilized by the state-of-the-art WeaveShare optimizer to selectively combine ACQs and produce low cost execution plans for single-node environments. For each category, we propose an optimizer, which either adopts an existing strategy or develops a new one for assigning and grouping ACQs to computing nodes. We implement and experimentally compare all of our proposed optimizers in terms of (1) keeping the total cost of the ACQs execution plan low and (2) balancing the load among the computing nodes. Our extensive experimental evaluation shows that our newly developed Weave-Group to Nodes ((Forumala Presented).) and Weave-Group Inserted ((Forumala Presented). optimizers produce plans of significantly higher quality than the rest of the optimizers. (Forumala Presented). minimizes the total cost, making it more suitable from a client perspective, and (Forumala Presented). achieves load balancing, making it more suitable from a system perspective. © Springer Nature Switzerland AG 2019.

关键词： Information management

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