the proceedings contain 17 papers. the topics discussed include: an improved random walk algorithm for resource scheduling in cloud datacenter;optimization techniques in data management: a survey;hybrid feature tweaki...
ISBN:
(纸本)9781450388450
the proceedings contain 17 papers. the topics discussed include: an improved random walk algorithm for resource scheduling in cloud datacenter;optimization techniques in data management: a survey;hybrid feature tweaking: combining random forest similarity tweaking with CLPFD;graph-AutoFS: auto feature selection in graph neural;experiment and performance analysis for streaming data on multicore platform;strategies for heterogeneous multi-core processing based on graph programming;Facebook customer engagement graph analysis using K-core, M-core and Km-core methods;attribute network alignment based on network embedding;and monitoring and controlling electrical appliances through rule engine in the smart office.
the proceedings contain 343 papers. the topics discussed include: three-level compact caching for search engines based on solid state drives;a fine-grained volley gesture recognition method with direction independence...
ISBN:
(纸本)9781665494571
the proceedings contain 343 papers. the topics discussed include: three-level compact caching for search engines based on solid state drives;a fine-grained volley gesture recognition method with direction independence;universal adversarial attack against 3d object tracking;efficient hardware redo logging for secure persistent memory;a cost-efficient metadata scheme for high-performance deduplication systems;high speed true random number generator controlled by logistic map;characterization and implication of edge WebAssembly runtimes;frend for edge servers: reduce server number! keeping service quality!;on-the-fly servers placement for online multiplayer games in the fog;advanced architecture design of high-radix router based on chiplet integration and IP reusability;embrace the conflicts: exploring the integration of single port memory in systolic array-based accelerators;visual sensitivity aware rate adaptation for video streaming via deep reinforcement learning;semi-supervised federated learning with non-IID data: algorithm and system design;on-demand intelligent routing algorithms for the deterministic networks;and distributed service placement in ultra-dense edge computing: a game-theoretical approach.
the proceedings contain 36 papers. the topics discussed include: zero-shot question generation: accelerate the development of domain-specific dialogue system;a method for finding quasi-identifier of single structured ...
ISBN:
(纸本)9781665439275
the proceedings contain 36 papers. the topics discussed include: zero-shot question generation: accelerate the development of domain-specific dialogue system;a method for finding quasi-identifier of single structured relational data;a smart solution with ignition interlock device to prevent drunk-driving accidents;algorithm selection for software verification based on adversarial LSTM;an automatic and unified consistency verification rule and method of SG-CIM model;filtration method of DDoS attacks based on time-frequency analysis;machine-learning based MOOC learning data analysis;virtual assistant for forensics recovery of IoT devices;and overview of privacy protection data release anonymity technology.
the proceedings contain 43 papers. the topics discussed include: dynamic multi-level feedback queuing based packet scheduling for datacenter networks;energy efficient resource allocation and trajectory optimization in...
ISBN:
(纸本)9781665442527
the proceedings contain 43 papers. the topics discussed include: dynamic multi-level feedback queuing based packet scheduling for datacenter networks;energy efficient resource allocation and trajectory optimization in UAV-assisted mobile edge computing system;Mec2: mobile edge computing enabled caching framework for Internet of vehicles;listen-on-edge: towards learning real time traffic flow in smart city;DiterGraph: toward I/O-efficient incremental computation over large graphs with billion edges;matched averaging federated learning gesture recognition with WiFi Signals;and WiFi-Bluetooth dual modal indoor positioning system using adaptive range filter.
the proceedings contain 11 papers. the topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data w...
ISBN:
(纸本)9781665420716
the proceedings contain 11 papers. the topics discussed include: learning medical image segmentation via u-net based positive and unlabeled learning method;supervised learning and unsupervised learning on music data with different genres;big data intelligence solution for health analytics of COVID-19 data with spatial hierarchy;a display-driven anti-aliasing visualization technology of large-scale vector data in real-time;optimization of text generation method for task-based human-machine dialogue system;a feature and deep learning model recommendation system for mobile application;mitigating app collusion using machine learning;the digital construction in multinational corporations: a preliminary study;elastic service provisioning for mobile edge computing;and research on data assets and their appraisal models.
the proceedings contain 29 papers. the topics discussed include: a deep learning approach for short term prediction of industrial plant working status;towards platform-agnostic and autonomous orchestration of big data...
ISBN:
(纸本)9781665434836
the proceedings contain 29 papers. the topics discussed include: a deep learning approach for short term prediction of industrial plant working status;towards platform-agnostic and autonomous orchestration of big data services;an encoder-decoder deep learning approach for multistep service traffic prediction;incremental community detection in distributed dynamic graph;fake news analysis and graph classification on a covid-19 twitter dataset;cyberbullying classification based on social network analysis;camera-based security check for face mask detection using deep learning;federated learning for object detection in autonomous vehicles;and crop identification based on remote sensing data using machine learning approaches for Fresno County, California.
the proceedings contain 7 papers. the topics discussed include: productive and performant generic lossy data compression with LibPressio;mitigating catastrophic forgetting in deep learning in a streaming setting using...
ISBN:
(纸本)9781728186726
the proceedings contain 7 papers. the topics discussed include: productive and performant generic lossy data compression with LibPressio;mitigating catastrophic forgetting in deep learning in a streaming setting using historical summary;PyParSVD: a streaming, distributed and randomized singular-value-decomposition library;unbalanced parallel I/O: an often-neglected side effect of lossy scientific data compression;TributaryPCA: distributed, streaming PCA for in situ dimension reduction with application to space weather simulations;understanding effectiveness of multi-error-bounded lossy compression for preserving ranges of interest in scientific analysis;and exploring lossy compressibility through statistical correlations of scientific datasets.
the proceedings contain 24 papers. the special focus in this conference is on Big data and Cloud computing Challenges. the topics include: Early Planning of Virtual Machines to Servers in Cloud Server Farms is an Appr...
ISBN:
(纸本)9789819910502
the proceedings contain 24 papers. the special focus in this conference is on Big data and Cloud computing Challenges. the topics include: Early Planning of Virtual Machines to Servers in Cloud Server Farms is an Approach for Energy-Efficient Resource Allocation;performance Analysis of Distributed Algorithms for Big data Classification;achieving Sustainability by Rectifying Challenges in IoT-Based Smart Cities;framework for Implementation of Smart Driver Assistance System Using Augmented Reality;ioT-Based Mental Health Monitoring System Using Machine Learning Stress Prediction Algorithm in Real-Time Application;fish Feeder System Using Internet of things;an Efficient and Recoverable Symmetric data Aggregation Approach for Ensuring the Content Privacy of Internet of things;Implementation and Comparative Analysis of Various Energy-Efficient Clustering Schemes in AODV;secure Web Gateway on Website in Cloud;adaptive End-To-End Network Slicing on 5G Networks;zero Trust Framework in Integrated Cloud Edge IoT Environment;o2Q: Deteriorating Inventory Model with Stock-Dependent Demand Under Trade Credit Policy;embedding (K9-C9)n into Certain Necklace Graphs;Lyrics Generation Using LSTM and RNN;design a Quantum Cryptography Algorithm and Evaluate the Risks of Quantum-Based Nano computing;human Odor Security Using E-nose;automated Road Surveillance System Using Machine Learning;an Artificial Intelligence-Based Technique to Optimize Hybrid Vehicle Using Renewable Energy Sources;stock Market Prediction Using Machine Learning Techniques: A Comparative Study;comparative Study on Different Intrusion Detection datasets Using Machine Learning and Deep Learning Algorithms;mitigating Postnatal Depression: A Big data Self-help therapy.
the proceedings contain 28 papers. the topics discussed include: a hybrid framework to improve data security in cloud computing;some capabilities of android OS for distributed computing;augmented reality based trainin...
ISBN:
(纸本)9781665410427
the proceedings contain 28 papers. the topics discussed include: a hybrid framework to improve data security in cloud computing;some capabilities of android OS for distributed computing;augmented reality based training of surgical staff to operate a laparoscopic instrument;data analytics approach in virtual educational space;conceptual model of intelligent educational system and the need of big data analytics;learning performance facilitation in a sensor-based intelligent classroom;feed-forward neural network for graphical symbol recognition in additive noise environment;and generalized network model for career guidance using emotional intelligence, self-assessment and attitudes toward the employer.
the proceedings contain 15 papers. the special focus in this conference is on data Science and engineering. the topics include: A CNN Approach for Detecting Red and White Lesions in Retinal Fundus Images;Predicting IM...
ISBN:
(纸本)9789811944529
the proceedings contain 15 papers. the special focus in this conference is on data Science and engineering. the topics include: A CNN Approach for Detecting Red and White Lesions in Retinal Fundus Images;Predicting IMDB Movie Ratings Using RoBERTa Embeddings and Neural Networks;Domain-Specific Type-Safe APIs for Hierarchical Scientific data with Modern C++;kernelized Transfer Joint Matching for Unsupervised Domain Adaptation;towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias;exploring Rawlsian Fairness for K-Means Clustering;Hybrid Explainable Educational Recommender Using Self-attention and Knowledge-Based Systems for E-Learning in MOOC Platforms;an Improved Recommendation System with Aspect-Based Sentiment Analysis;Exploring Biomarker Identification and Mortality Prediction of COVID-19 Patients Using ML Algorithms;COVID-19 Cases Prediction Based on LSTM and SIR Model Using Social Media;joint Geometrical and Statistical Alignment Using Triplet Loss for Deep Domain Adaptation;virtual Try-On Using Style Transfer.
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