Essays about: "Scheduling policies"

Showing result 1 - 5 of 21 essays containing the words Scheduling policies.

  1. 1. Smart Tracking for Edge-assisted Object Detection : Deep Reinforcement Learning for Multi-objective Optimization of Tracking-based Detection Process

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

    Author : Shihang Zhou; [2023]
    Keywords : Tracking-By-Detection; Deep Reinforcement Learning; Multi-Objective Optimization; Spårning genom detektion; Djup förstärkningsinlärning; Multiobjektiv optimering;

    Abstract : Detecting generic objects is one important sensing task for applications that need to understand the environment, for example eXtended Reality (XR), drone navigation etc. However, Object Detection algorithms are particularly computationally heavy for real-time video analysis on resource-constrained mobile devices. READ MORE

  3. 2. Decentralized Learning over Wireless Networks with Imperfect and Constrained Communication : To broadcast, or not to broadcast, that is the question!

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Martin Dahl; [2023]
    Keywords : Decentralized Stochastic Gradient Descent; Decentralized Learning; Medium Access Control; Wireless Communications; Machine Learning; Imperfect Communication; Resource-Constrained; Resource Allocation; Scheduling;

    Abstract : The ever-expanding volume of data generated by network devices such as smartphones, personal computers, and sensors has significantly contributed to the remarkable advancements in artificial intelligence (AI) and machine learning (ML) algorithms. However, effectively processing and learning from this extensive data usually requires substantial computational capabilities centralized in a server. READ MORE

  4. 3. RAUK: Automatic Schedulability Analysis of RTIC Applications Using Symbolic Execution

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

    Author : Mark Håkansson; [2022]
    Keywords : RTIC; symbolic execution; embedded systems; software verification; software analysis; schedulability;

    Abstract : In this thesis, the proof-of-concept tool RAUK for automatically analyzing RTIC applications for schedulability using symbolic execution is presented. The RTIC framework provides a declarative executable model for building embedded applications, which behavior is based on established formal methods and policies. READ MORE

  5. 4. Evaluation of Scheduling Policies for XR Applications

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

    Author : Neelabhro Roy; [2022]
    Keywords : Extended Reality; Virtual Reality; Edge Computing; Resource allocation; Scheduling policies; Multi-layered video encoding; online scheduling; maximum-bipartite weighted matching; competitive analysis; Extended Reality; Virtual Reality; Edge Computing; Resursallokering; Schemaläggningspolicyer; Flerskiktig videokodning; onlineschemaläggning; maximalt tvådelad viktad matchning; konkurrensanalys;

    Abstract : Immersion based technologies such as Augmented Reality (AR), Virtual Reality (VR) and Mixed Reality (MR), together falling under the umbrella of Extended Reality (XR) have taken the world by storm in the recent past. However, with the growing market and the increasing number of applications of XR, multiple challenges have arisen. READ MORE

  6. 5. Impact of smart EV charging on grid network with PV and BESS : Case study for Hammarby Sjöstad

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Mutayab Khalid; [2021]
    Keywords : Electric vehicles EV ; EV chargers; distribution network; optimization; PV storage; battery energy storage system BESS ; power flow analysis; charger scheduling; Elfordon EV ; EV -laddare; distributionsnät; optimering; PV lagring; batterilagringssystem BESS ; effektflödesanalys; laddarschemaläggning;

    Abstract : The transition in the transport sector by the integration of battery electric vehicles (BEVs) brings a new challenge for the system operators to ensure the balance between supply and demand. The installation of new EV charges poses a surge in electricity demand in the coming years which jeopardizes the grid reliability and stability. READ MORE