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Showing result 1 - 5 of 133 essays matching the above criteria.

  1. 1. Deep Learning Model Deployment for Spaceborne Reconfigurable Hardware : A flexible acceleration approach

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

    Author : Javier Ferre Martin; [2023]
    Keywords : Space Situational Awareness; Deep Learning; Convolutional Neural Networks; FieldProgrammable Gate Arrays; System-On-Chip; Computer Vision; Dynamic Partial Reconfiguration; High-Level Synthesis; Rymdsituationstänksamhet; Djupinlärning; Konvolutionsnätverk; Omkonfigurerbara Field-Programmable Gate Arrays FPGAs ; System-On-Chip SoC ; Datorseende; Dynamisk partiell omkonfigurering; Högnivåsyntes.;

    Abstract : Space debris and space situational awareness (SSA) have become growing concerns for national security and the sustainability of space operations, where timely detection and tracking of space objects is critical in preventing collision events. Traditional computer-vision algorithms have been used extensively to solve detection and tracking problems in flight, but recently deep learning approaches have seen widespread adoption in non-space related applications for their high accuracy. READ MORE

  3. 2. Model Based Testing for Programmable Data Planes

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

    Author : Gustav Rixon; [2023]
    Keywords : Model Based Testing; Programmable Data Planes; P4; Software- Defined Networking;

    Abstract : The advent of Software Defined Networking (SDN) and programmable data planes has revolutionized the networking domain, enabling the programming of networking functions down to the silicon level responsible for data packet switching. Unfortunately, while this programmability offers greater flexibility and control, it also increases the likelihood of introducing software bugs. READ MORE

  4. 3. Automated Vulnerability Management

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

    Author : Yuhan Ma; [2023]
    Keywords : Software security; Machine learning; Automation; Vulnerability management; Natural language processing; Programvarusäkerhet; Maskininlärning; Automation; Sårbarhetshantering; Bearbetning av naturligt språk;

    Abstract : The field of software security is constantly evolving, and security must be taken into consideration throughout the entire product life cycle. This is particularly important in today’s dynamic security landscape, where threats and vulnerabilities constantly change. READ MORE

  5. 4. Harnessing Hydrogen and Batteries: Hybrid Energy Storage System for Versatile and Profitable Renewable Power Production

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Nora Jaredson Lilja; Hugo Björling; [2023]
    Keywords : Energy storage; Hydrogen energy storage; Battery storage; Hybrid storage; Wind power; Solar power; Combined wind and solar power production; Variable renewable energy sources; Power management; Energy storage operational strategy; Plannable renewable power production; Technology and Engineering;

    Abstract : This thesis explores the integration of hydrogen and battery energy storage systems as a means to enhance the management of wind and solar power in the pursuit of a greener grid. The objective of the study is to identify the potential benefits and challenges associated with hybrid energy storage systems (HESS) and their role in renewable energy integration. READ MORE

  6. 5. IMPLEMENTING NETCONF AND YANG ON CUSTOM EMBEDDED SYSTEMS

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Krister Georges; Per Jahnstedt; [2023]
    Keywords : NETCONF; MbedTLS; YANG; Embedded; SNMP; XML; HMS; IETF; IIoT; ABCC; Wireshark; TLS; Porting; RTOS; IoT; Interoperability; Networking; Security; Protocols; C C ; Embedded Linux; Configuration Management; Microcontroller; Microprocessor; Scalability; Hardware Interfaces; Hardware; Open source; QA; Data Modeling; System Integration; Automation;

    Abstract : Simple Network Management Protocol (SNMP) has been the traditional approach for configuring and monitoring network devices, but its limitations in security and automation have driven the exploration of alternative solutions. The Network Configuration Protocol (NETCONF) and Yet Another Next Generation (YANG) data modeling language significantly improve security and automation capabilities. READ MORE