Essays about: "Bin packing"

Showing result 1 - 5 of 12 essays containing the words Bin packing.

  1. 1. A Bayesian Bee Colony Algorithm for Hyperparameter Tuning of Stochastic SNNs : A design, development, and proposal of a stochastic spiking neural network and associated tuner

    University essay from Uppsala universitet/Signaler och system

    Author : Oskar Falkeström; [2023]
    Keywords : edge computing; edge user allocation; constraint satisfaction problem; bin packing problem; spiking neural networks; SNN; stochastic spiking neural networks; neuromorphic computing; hyperparameter tuning; swarm intellience; artificial bee colony algorithm; tree-structured Parzen estimator; stochastic optimization; Bayesian optimization.;

    Abstract : With the world experiencing a rapid increase in the number of cloud devices, continuing to ensure high-quality connections requires a reimagining of cloud. One proponent, edge computing, consists of many distributed and close-to-consumer edge servers that are hired by the service providers. READ MORE

  3. 2. Optimizing E-commerce Logistics: A Multi-Metric Approach to the Bin Packing Problem

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Vilhelm Melkstam; Anton Magnusson; [2023]
    Keywords : bin packing problem; logistics; order partitioning; e-commerce;

    Abstract : The optimization of package selection in logistics, particularly within the realm of e-commerce, offers numerous potential advantages, such as a reduction in environmental impact and decreased costs. This thesis addresses the problem of allocating items to the minimum number of packages, known as the bin packing problem, by proposing various heuristics. READ MORE

  4. 3. Think inside the box : 3D bin packing visualized with spatial AR andautomated depth feedback

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

    Author : Konrad Wihl; [2023]
    Keywords : Logistics; Augmented Reality; 3D bin packing; Logistik; Augmented Reality; 3D-lådpackning;

    Abstract : In modern day logistics, small and medium sized consumer goods are often manually handled and packaged in fulfillment centres and warehouses. When time efficiency is prioritised, there exists the risk to pick too big a package and thus waste space which can naturally lead to unwanted consequences such as unnecessary transports being booked and excess package material being used. READ MORE

  5. 4. Multi-Constrained Network Occupancy Optimization

    University essay from Mälardalens högskola/Inbyggda system

    Author : Amar Halilovic; Nedim Zaimovic; [2020]
    Keywords : ;

    Abstract : Increasingly different types of information are required in systems, resulting in the diverse and widespread use of networks. The increase in the number of devices on networks significantly increases network traffic and network load, limiting network propagation speed, and increasing the possibility of collisions and lost information. READ MORE

  6. 5. Intelligent Resource Management for Large-scale Data Stream Processing

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Oliver Stein; [2019]
    Keywords : ;

    Abstract : With the increasing trend of using cloud computing resources, the efficient utilization of these resources becomes more and more important. Working with data stream processing is a paradigm gaining in popularity, with tools such as Apache Spark Streaming or Kafka widely available, and companies are shifting towards real-time monitoring of data such as sensor networks, financial data or anomaly detection. READ MORE