Big Data Analytics
9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings
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Satish Narayana Srirama
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Chapter
Deep Reinforcement Learning (DRL)-Based Methods for Serverless Stream Processing Engines: A Vision, Architectural Elements, and Future Directions
Streaming applications are becoming widespread across an extensive range of business domains as an increasing number of sources continuously produce data that need to be processed and analysed in real time. Mo...
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Article
Quality of experience aware recommendation system with IoT data filtration for handshaking among users using MQTT-SN protocol
Programmable embedded systems are operated manually via wireless sensor networks (WSN), eventually known as the internet of things or IoT. IoT devices are becoming suitable supplementary of human knowledge thr...
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Article
iCoCoA: intelligent congestion control algorithm for CoAP using deep reinforcement learning
The constrained application protocol (CoAP) is an application layer protocol in IoT, with underlying support for congestion control mechanism. It minimizes the frequent retransmissions, but does not optimize t...
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Chapter
Serverless Data Pipelines for IoT Data Analytics: A Cloud Vendors Perspective and Solutions
Advancements in Internet and Telecommunications (ICT) accelerated the large-scale deployments of IoT applications including smart city, smart healthcare, and smart factory aiming for faster data processing. Th...
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Chapter
A Strategy for Advancing Research and Impact in New Computing Paradigms
In the domain of information technology, new paradigms, technologies, development approaches, and application scenarios continue to emerge rapidly presenting new opportunities for researchers to pursue. Emergi...
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Book and Conference Proceedings
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Chapter and Conference Paper
Fog Enabled Distributed Training Architecture for Federated Learning
The amount of data being produced at every epoch of second is increasing every moment. Various sensors, cameras and smart gadgets produce continuous data throughout its installation. Processing and analyzing r...
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Chapter and Conference Paper
Data Pipeline Architecture for Serverless Platform
To provide cost effective cloud resources with high QoS, serverless platform is introduced that allows to pay for the exact amount of resource usage. On the other hand, a number of data management tools are de...
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Article
Practical Implementation of Femtolet Based Peer-to-Peer Network
Energy and latency aware code offloading is a demanding research area for nowadays. In this paper, for the first time we have successfully implemented the prototype of femtolet for fifth generation mobile netw...
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Reference Work Entry In depth
Mobile Big Data: Foundations, State of the Art, and Future Directions
Emerging ubiquitous mobile services and applications have unveiled the Mobile Big Data era in which the large volumes of data derived from mobile Internet traffics become valuable sources to support various pe...
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Article
Framework for automated partitioning and execution of scientific workflows in the cloud
Scientific workflows have become a standardized way for scientists to represent a set of tasks to overcome/solve a certain scientific problem. Usually these workflows consist of numerous CPU and I/O-intensive ...
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Living Reference Work Entry In depth
Mobile Big Data: Foundations, State of the Art, and Future Directions
Emerging ubiquitous mobile services and applications have unveiled the Mobile Big Data era in which the large volumes of data derived from mobile Internet traffics become valuable sources to support various pe...
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Chapter and Conference Paper
Providing Context as a Service Using Service-Oriented Mobile Indie Fog and Opportunistic Computing
The increasing number of sensor-embedded mobile devices has motivated the research of mobile Sensing as a Service in which mobile devices can host Web servers to serve sensory data to the Internet of Things sy...
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Article
Dynamic algorithm modeling application for comparing distributed computing frameworks
Scientific computing applies computational methods to solve problems in different scientific fields. It is associated with high performance computing and parallel programming fields as it typically requires la...
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Article
Mobile web and cloud services enabling Internet of Things
The Internet of Things (IoT) represents a comprehensive environment that consists of a large number of sensors and mediators interconnecting heterogeneous physical objects to the Internet. IoT applications are...
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Chapter
Mobile Web and Cloud Services
The developments in the web services domain, the improved device capabilities of the smart phones, the increased transmission rates of the cellular networks and the ubiquity of the wifi networks have lead to t...
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Article
Social group formation with mobile cloud services
Social networks have become quite popular these days, and the creation of social groups of people with common interests results in sharing and collaborative relationships between the members. Besides, cloud co...
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Chapter and Conference Paper
An Adaptive Mediation Framework for Mobile P2P Social Content Sharing
Mobile Social Network in Proximity (MSNP) represents a new form of social network in which users are capable of interacting with their surroundings via their mobile devices in public mobile peer-to-peer (MP2P)...
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Chapter and Conference Paper
Automated Statistical Approach for Memory Leak Detection: Case Studies
Applications written in JavaTM language, and in other programming languages running on JavaTM Virtual Machine (JVM) are widely used in cloud environments. Although JVM features garbage collection, memory leaks ca...
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Chapter and Conference Paper
Mobile Social Software for Cultural Heritage Management
In the past several years, the World Wide Web has experienced a new era, in which user communities are greatly involved and digital content explodes via the Internet. Community information systems have been hi...
