Sökning: "many-core"
Visar resultat 1 - 5 av 37 uppsatser innehållade ordet many-core.
1. Mapping DNNs onto the NoC Platform
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : This thesis uses an existing NoC simulation platform to construct a Network on Chip-based many-core system. The network is an 8_8 mesh topology. This thesis chooses LeNet5, ResNet, VGGNet, and AlexNet as the computing load, and tries to obtain a deep neural network mapping algorithm based on a NoC design method that can be widely used. LÄS MER
2. Improving a Reinforcement Learning Algorithm for Resource Scheduling
Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknikSammanfattning : This thesis aims to further investigate the viability of using reinforcement learning, specifically Q-learning, to schedule shared resources on the Ericsson Many-Core Architecture (EMCA). This was first explored by Patrik Trulsson in his master thesis Dynamic Scheduling of Shared Resources using Reinforcement Learning (2021). LÄS MER
3. Energy efficient Ericsson Many-Core Architecture (EMCA) IP blocks for 5G ASIC
Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknikSammanfattning : Power consumption has become a leading concern for SoC aimed at 5G products that demand increased functionality, smaller form factors, and low energy footprint. For some EMCA IP blocks a hierarchical clock gating mechanism ensures coarse-grained power savings based on actual processing need but for many blocks this approach cannot be employed. LÄS MER
4. Hardware Architecture Impact on Manycore Programming Model
Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Institutionen för informationsteknologiSammanfattning : This work investigates how certain processor architectures can affectthe implementation and performance of a parallel programming model.The Ericsson Many-Core Architecture (EMCA) is compared and contrastedto general-purpose multicore processors, highlighting differencesin their memory systems and processor cores. LÄS MER
5. Dynamic Scheduling of Shared Resources using Reinforcement Learning
Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknikSammanfattning : The goal of the thesis is to simulate the Ericsson Many-Core Architecture, EMCA, and implement a dynamic scheduler for the system using reinforcement learning methods. The system contains shared resources that receive and complete jobs. Also, the deadlines and latency definitions can change depending on the job type. LÄS MER
