Much of today39;s software executes inside of Runtimes, which are software platforms that manage and run code submitted by other developers. Isolation, high performance and resource efficiency are three important go...
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ISBN:
(数字)9781665451420
ISBN:
(纸本)9781665451420
Much of today's software executes inside of Runtimes, which are software platforms that manage and run code submitted by other developers. Isolation, high performance and resource efficiency are three important goals for a Runtime. However, existing Runtimes cannot meet all of these goals simultaneously. In my thesis, I will explore the trade-offs between these goals and how to provide autonomous system support to maximize them in three important environments.
With the continuous development of information technology, educational informatization has gradually become the mainstream of the future information technology industry. Building a complete, efficient, and flexible on...
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India has a vast tuberculosis (TB) burden that requires rapidly identifying pathogens. This is critical to outbreak detection and sentinel surveillance;however, most diagnoses are made in laboratory settings. Artifici...
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Hybrid transaction in blockchain enlarges the application domain of smart contracts by enabling off-chain data access. In support of the hybrid transaction, blockchain oracle is an indispensable middleware responsible...
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Most of the recent published work on the automated verification of distributed protocols has been concerned with deriving an inductive invariant that implies a safety specification. In this paper we argue that the inh...
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distributedsystems.are difficult to design and implement correctly. In response, both research and industry are exploring applications of formal methods to distributedsystems. A key challenge in this domain is the m...
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ISBN:
(纸本)9781450399166
distributedsystems.are difficult to design and implement correctly. In response, both research and industry are exploring applications of formal methods to distributedsystems. A key challenge in this domain is the missing link between the formal design of a system and its implementation. Today, practitioners bridge this link through manual effort. We present a language called Modular PlusCal (MPCal) that extends PlusCal by cleanly separating the model of a system from a model of its environment. We then present a compiler tool-chain called PGo that automatically translates MPCal models to TLA(+) for model checking, and that also compiles MPCal models to runnable Go code. PGo provides system designers with a new ability to model and check their designs, and then re-use their modeling efforts to mechanically extract runnable implementations of their designs. Our evaluation shows that the PGo approach works for complex models: we model check, compile, and evaluate the performance of MPCal systems.based on Raft, CrdTs, and primary-backup. Compared to previous work, PGo requires less time to develop a checked model and derive a fully working implementation. With PGo we created a formally checked Raft model and its corresponding implementation in under 1 person-month, which is 3x less time than Ivy. Our evaluation shows that a PGo-based Raft KV store with three nodes has 41% higher throughput than a Raft KV store based on Ivy, the highest performing verified Raft-based KV store from related work. A PGo-based CrdT set has a latency within 2x of a CrdT set implementation from SoundCloud called Roshi.
This methodology aims in regulating the parameters of demand response management (DRM) to limit the usage of consumer energy. Therefore, this will increase the stability and minimizes the cost of generation. Synchroni...
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Intelligent distributed system for smart economic management integrating computer architecture optimization algorithm is studied in the manuscript. After receiving the control parameters in advance, each node designed...
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The proceedings contain 60 papers. The special focus in this conference is on Artificial-Business Analytics, Quantum and Machine Learning: Trends, Perspectives, and Prospects. The topics include: Particle Swarm Optimi...
ISBN:
(纸本)9789819725076
The proceedings contain 60 papers. The special focus in this conference is on Artificial-Business Analytics, Quantum and Machine Learning: Trends, Perspectives, and Prospects. The topics include: Particle Swarm Optimization for Efficient Data Dissemination in VANETs;a Reactive Approach for High-Accuracy and Data-Driven Customer Behaviour Analysis and Prediction;a Brief Survey on Fabric Defect Detection;CNN Based Real Time Detection of Words from Lip Movements and Automated into Text;application of Artificial Intelligence for the Diagnosis of Dementia (Alzheimer): A Systematic Evaluation;shortest Job First with Gateway-Based Resource Management Strategy for Fog Enabled Cloud computing;software Vulnerability Analysis Based on Statistical Characteristics;hate Speech Detection on Twitter: A Comparative Evaluation of Different Machine Learning Techniques;detection of Heart Disease Using Machine Learning;SVM-Based Framework for Breast Cancer Detection;hand Gesture Recognition System Using Machine Learning;deep Learning Method for Plant Disease Recognition and Prediction;Lung Cancer Detection by Using CNN Architecture Models;deep Fake Analyser: A Review Based on Detecting the Deepfakes;predicting the Outcomes of La Liga Matches;Artifact Detection and Removal in EEG: A Review of Methods and Contemporary Usage;analyzing the Employee Attrition Rate: A Comparative Study of Various Machine Learning Approaches to Foresee Employee Attrition;satellite Image Classification Using Deep Learning for Big Earth Data;tackling Misinformation Through Tweets: A Comparative Study of Various Machine Learning Approaches;feature-Based Anomaly Detection in Static Social Networks;framework for Optimising Supply Chain Analysis Using Machine Learning;evaluation of Load Forecasting in Intelligent Grid systems.Through Machine Learning Techniques.
The proceedings contain 16 papers. The special focus in this conference is on Energy Ecosystems. Prospects and Challenges: Applied Digital Technologies. The topics include: Simple Quarter-Wave-Symmetric Space Vector P...
ISBN:
(纸本)9783031248191
The proceedings contain 16 papers. The special focus in this conference is on Energy Ecosystems. Prospects and Challenges: Applied Digital Technologies. The topics include: Simple Quarter-Wave-Symmetric Space Vector PWM Scheme for Single-Phase Multilevel Voltage Source Inverters;The CF4 Influence on the Interruption Ability of the High Voltage Gas-Blast Interrupters;management Software Power Consumption During Operation Objects of Technocenological Type;some Results on the Analysis of the Kaliningrad Power System in Isolated Operation with a Battery;state Estimation of Grid-Connected Wind Farm;russian State Corporations in Search of a New Energy Policy for Sustainable Urban Development;a New Approach to Increase the Efficiency of Solar Generation Through the Use of the Soltrack System;demand Response as an Option to Contribute to the Sustainable Operation of the Kaliningrad Region Energy System;regional Power System Consumption Analysis with Data Mining Techniques;energy Storage and Consumption Management as Elements of the Green Port Concept;increasing the Reliability of the Electric Network with distributed Generation;framework Development for Marine Ports Digitalization;prevention of Ferroresonant Processes in Microgrid Operating in Island Mode;Cyber-Physical Management as a Mechanism to Increase the Survivability of the DR-Aggregator.
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