Essays about: "workload"

Showing result 21 - 25 of 592 essays containing the word workload.

1. 21. RocksDB Read Optimization Strategies for Streaming Applications

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

   Author : Björkman Fredrik; [2023]
   Keywords : RocksDB; Data streams; Micro-batching; Data stream processing; read operation benchmark; Data stream workload simulation; RocksDB; Dataströmmar; Mikro-batching; Dataströmsprocessering; Läsoperationsmätresultat; Dataströmsarbetsbelastningssimulation;

   Abstract : Modern stream processors rely on embedded key-value stores to manage state that accumulates over long-running computations and exceeds the available memory size. One of these key-value stores is RocksDB, which is widely used in many applications requiring high-performing storage with low latency. READ MORE

3. 22. Federated Machine Learning for Resource Allocation in Multi-domain Fog Ecosystems

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Weilin Zhang; [2023]
   Keywords : Workload Allocation; Federated Learning; Deep Q-network; Fog networks; Federated Average Aggregation;

   Abstract : The proliferation of the Internet of Things (IoT) has increasingly demanded intimacy between cloud services and end-users. This has incentivised extending cloud resources to the edge in what is deemed fog computing. The latter is manifesting as an ecosystem of connected clouds, geo-dispersed and of diverse capacities. READ MORE

4. 23. Real-time Soft Body Simulation using Extended Position-Based Dynamics and Tetrahedral Deformation

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : William Kamnert; [2023]
   Keywords : Physically based animation; Soft body deformation; Volumetric models; GPU parallel computing;

   Abstract : Background. Several methods have been used to simulate soft body deformation, such as mass-spring systems and position-based dynamics. This has been done using tetrahedral mesh models for preservation of shape and volume. READ MORE

5. 24. Evaluating the performance of CUDA Graphs in common GPGPU programming patterns

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

   Author : Mert Demirsü; Axel Lervik; [2023]
   Keywords : ;

   Abstract : CUDA Graphs is a relatively new and unexplored feature of CUDA that presents an alternative for submitting work to the GPU. This report aims to evaluate the performance benefits of CUDA Graphs. The means to this end was a benchmark suite containing CUDA applications that do not utilise CUDA Graphs. READ MORE

6. 25. Detecting Logical Errors in Programming Assignments Using code2seq

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Anton Lückner; Kevin Chapman; [2023]
   Keywords : Automated feedback; code2seq; machine learning; neural machine translation;

   Abstract : The demand for new competent programmers is increasing with the ever-growing dependency on technology. The workload for teachers with more and more students creates the need for more automated tools for feedback and grading. READ MORE