Essays about: "many-core"
Showing result 1 - 5 of 36 essays containing the word many-core.
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1. Mapping DNNs onto the NoC Platform
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : 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. READ MORE
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2. Improving a Reinforcement Learning Algorithm for Resource Scheduling
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : 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). READ MORE
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3. Energy efficient Ericsson Many-Core Architecture (EMCA) IP blocks for 5G ASIC
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : 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. READ MORE
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4. Hardware Architecture Impact on Manycore Programming Model
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : 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. READ MORE
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5. Dynamic Scheduling of Shared Resources using Reinforcement Learning
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : 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. READ MORE
