Essays about: "types of computing environment"

Showing result 1 - 5 of 26 essays containing the words types of computing environment.

1. 1. The State of Stateful Serverless Systems

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Ashmitha Ambastha; [2023]
   Keywords : Stateful Serverless Systems; Azure Durable Functions; Apache Flink StateFun; Kalix; Cloudburst; Function-as-a-Service; Serverlösa system utan tillstånd; Azure Durable Functions; Apache Flink StateFun; Kalix; Cloudburst; funktion som tjänst;

   Abstract : Serverless computing and Function-as-a-service are popular paradigms that simplify application development by abstracting the development layer from the underlying infrastructure components. These systems work in a pay-as-you-go model and provide an efficient environment for developers to focus entirely on developing their business logic. READ MORE

3. 2. Comparative Study of the Inference of an Image Quality Assessment Algorithm : Inference Benchmarking of an Image Quality Assessment Algorithm hosted on Cloud Architectures

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Jesper Petersson; [2023]
   Keywords : Machine learning; Cloud Computing; Benchmark; Image Quality Assessment; Maskininlärning; Molntjänster; Jämförelse; Bildkvalitetsbedömning;

   Abstract : an instance has become exceedingly more time and resource consuming. To solve this issue, cloud computing is being used to train and serve the models. However, there’s a gap in research where these cloud computing platforms have been evaluated for these tasks. READ MORE

4. 3. Quantum Reinforcement Learning for Sensor-Assisted Robot Navigation Tasks

   University essay from Lunds universitet/Fysiska institutionen

   Author : Joyce Cobussen; [2023]
   Keywords : Physics and Astronomy;

   Abstract : Quantum computing has advanced rapidly throughout the past decade, both from a hardware and software point of view. A variety of algorithms have been developed that are suitable for the current generation of quantum devices, which are referred to as noisy intermediate-scale quantum devices. READ MORE

5. 4. Auto-Tuning Apache Spark Parameters for Processing Large Datasets

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Shidi Zhou; [2023]
   Keywords : Apache Spark; Cloud Environment; Spark Configuration Parameter; Resource Utilization; Ridge Regression; Elastic Net; Random Forest; Deep Neural Network; Bayesian Optimization; Particle Swarm Optimization.; Apache Spark; Molnmiljö; Apache Spark konfigurationsparameter; Resursutnyttjande; Ridge-regression; Elastisk nät; Slumpskog; Djupt neuralt nätverk; Bayesiansk optimering; Partikelsvärmsoptimering.;

   Abstract : Apache Spark is a popular open-source distributed processing framework that enables efficient processing of large amounts of data. Apache Spark has a large number of configuration parameters that are strongly related to performance. Selecting an optimal configuration for Apache Spark application deployed in a cloud environment is a complex task. READ MORE

6. 5. Belief Rule-Based Workload Orchestration in Multi-access Edge Computing

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Mohammad Newaj Jamil; [2022]
   Keywords : Multi-access Edge Computing MEC ; Task Offloading; Workload Orchestrator; Belief Rule Base BRB ; Performance Evaluation;

   Abstract : Multi-access Edge Computing (MEC) is a standard network architecture of edge computing, which is proposed to handle tremendous computation demands of emerging resource-intensive and latency-sensitive applications and services and accommodate Quality of Service (QoS) requirements for ever-growing users through computation offloading. Since the demand of end-users is unknown in a rapidly changing dynamic environment, processing offloaded tasks in a non-optimal server can deteriorate QoS due to high latency and increasing task failures. READ MORE