Essays about: "distribuerade beräkningar"

Showing result 1 - 5 of 18 essays containing the words distribuerade beräkningar.

1. 1. The state of WebAssembly in distributed systems : With a focus on Rust and Arc-Lang

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

   Author : Theodor-Andrei Moise; [2023]
   Keywords : WebAssembly; Wasmer; Wasm; Rust; Arc-Lang; Distributed Systems; Continuous Deep Analytics; Docker containers; Performance benchmarking; WebAssembly; Wasmer; Wasm; Rust; Arc-Lang; Distributed Systems; Continuous Deep Analytics; Docker containers; Performance benchmarking;

   Abstract : With the current developments in modern web browsers, WebAssembly has been a rising trend over the last four years. Aimed at replacing bits of JavaScript functionality, it attempts to bring extra features to achieve portability and sandboxing through virtualisation. READ MORE

3. 2. Minimum Cost Distributed Computing using Sparse Matrix Factorization

   University essay from KTH/Optimeringslära och systemteori

   Author : Seif Hussein; [2023]
   Keywords : Applied mathematics; optimization; convex optimization; matrix factorization; sparse matrix factorization; distributed computing; linearly separable distributed computing; ADMM; alternating direction method of multipliers; tillämpad matematik; optimering; konvex optimering; matrisfaktorisering; gles matrisfaktorisering; distribuerade beräkningar; admm; alternating direction method of multipliers;

   Abstract : Distributed computing is an approach where computationally heavy problems are broken down into more manageable sub-tasks, which can then be distributed across a number of different computers or servers, allowing for increased efficiency through parallelization. This thesis explores an established distributed computing setting, in which the computationally heavy task involves a number of users requesting a linearly separable function to be computed across several servers. READ MORE

4. 3. Deep Multiple Description Coding for Semantic Communication : Theory and Practice

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

   Author : Martin Lindström; [2022]
   Keywords : Deep Learning; Split Computing; Multiple Description Coding; Semantic Communication; Internet of Things; Image Classification; Djupinlärning; distribuerade beräkningar; distribuerad kodning; semantisk kommunikation; sakernas internet; Internet of Things; bildklassificering;

   Abstract : With the era of wirelessly connected Internet of Things (IoT) devices on the horizon, eective data processing algorithms for IoT devices are of increasing importance. IoT devices often have limited power and computational resources, making data processing on the device unfeasible. READ MORE

5. 4. Transfer learning techniques in time series analysis

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

   Author : Robinson Sablons de Gélis; [2021]
   Keywords : Deep learning; Time series; Transfer learning; Self-supervised learning; Domain adaptation; Djupinlärning; tidsserier; överföringsinlärning; självövervakad inlärning; domänanpassning;

   Abstract : Deep learning works best with vast andd well-distributed data collections. However, collecting and annotating large data sets can be very time-consuming and expensive. Moreover, deep learning is specific to domain knowledge, even with data and computation. E. READ MORE

6. 5. Model predictive control in heating and cooling networks : A case study of an urban district in Stockholm

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

   Author : ANDERS SAMUELSSON; DANIEL STEUER; [2021]
   Keywords : ;

   Abstract : This work presents a model predictive control system for heating and cooling supply planning in an urban heating and cooling network. The control approach addresses the need for strategic operation of distributed production technologies and thermal energy storage in increasingly complex heating and cooling networks. READ MORE