Master Thesis: Optimization of Kv-cache in Distributed Llms
vor 21 Stunden
**Mode of Employment**:Fixed TerM/Full
- or Part-Time
Are you ready to shape the future of edge AI technologies? Join us as a Master Thesis student in GCH FL and dive into optimizing KV-Cache in Distributed LLMs, where your analysis and innovations will drive performance in new, exciting ways
**What we offer you**
- Exciting research and development projects that put your theoretical knowledge into practice
- Individual supervision and support from experienced experts in your field
- Access to the latest technologies, laboratories, and resources
- Diverse opportunities to contribute your ideas and actively shape the projects
- Excellent career opportunities through contact with potential employers
**You'll make an impact by**
- You perform a comprehensive analysis of existing Large Language Model (LLM) frameworks and approaches to identify areas for optimization
- Following this, you evaluate and compare different optimization strategies for edge deployment to enhance system performance
- Subsequently, you develop improvements for KV-Cache management in distributed LLMs, focusing on efficiency and scalability
- You then implement and test these optimization approaches within edge networks to ensure they meet performance criteria
- Finally, you contribute to the creation or extension of frameworks for distributed LLM deployment, documenting the process and results to advance edge AI technologies
**This is how you'll win us over**
- **Education**: You are currently pursuing a Master's degree in Computer Science, Electrical Engineering, or a related field with a focus on AI, distributed systems, or edge computing
- ** Experience and Skills**:
- Proficient in programming with Python and C++
- Experienced in working with Linux systems and network management
- Familiar with AI frameworks, Large Language Models, and performance optimization techniques
- ** Ways of Working**: You demonstrate an analytical mindset with strong problem-solving abilities, are independent in your work, and have excellent documentation and communication skills
- ** Languages**: Fluent in English with good communication skills in German both written and spoken
**About Us**
The world never stands still. And new challenges arise every day. With a passion for questioning things, for supplying ideas, and intelligently driving things forward we are helping society move towards a smarter tomorrow. Be it with technologies that reduce carbon emissions in cities or hyperintelligent robots. This is how we are able, to tackle the most important projects and push them forward together. Help us shape the future.
sagthesisConducting
-
Garching bei München, Deutschland Siemens Vollzeit**Mode of Employment**: Limited Start your career with an exciting thesis! As part of our dynamic team, you will work on pioneering projects and can put your theoretical knowledge directly into practice. **What we offer you** - Innovative research project at the intersection of ML and industrial automation - Individual supervision and support from experts...
-
Master's thesis
Vor 7 Tagen
Garching bei München, Bayern, Deutschland Max Planck Institute for Plasma Physics VollzeitThe Max Planck Institute for Plasma Physics (IPP) is one of the world's leading centers for fusion research. With around 1100 dedicated employees in Garching near Munich and Greifswald, we are committed to exploring the fundamental principles of fusion power plants. These power plants generate energy without climate-damaging emissions, are safe, sustainable...
-
Master's thesis
Vor 7 Tagen
Garching bei München, Bayern, Deutschland Max Planck Institute for Plasma Physics VollzeitThe Max Planck Institute for Plasma Physics (IPP) is one of the world's leading centers for fusion research. With around 1100 dedicated employees in Garching near Munich and Greifswald, we are committed to exploring the fundamental principles of fusion power plants. These power plants generate energy without climate-damaging emissions, are safe, sustainable...
-
Riesstraße München, Germany Huawei Research Center Germany & Austria Vollzeit 40.000 € - 80.000 € pro JahrHuawei is a leading telecom solutions provider. Through continuous customer-centric innovation, we have established end-to-end advantages in Telecom Network Infrastructure, Application & Software, Professional Services and Devices. Our products and solutions have been deployed in over 100 countries and have served 45 of the world's top 50 telecom operators,...
-
Garching bei München, Bayern, Deutschland Siemens VollzeitJob ID483230Posted since03-Nov-2025OrganizationFoundational TechnologiesField of workInternal ServicesCompanySiemens AGExperience levelStudent (Not Yet Graduated)Job typeFull-time/Part-timeWork modeOffice/Site onlyEmployment typeFixed TermLocation(s)Garching - Bayern - GermanyMode of Employment: LimitedStart your career with an exciting thesis As part of our...
-
Master Thesis Automotive E/e Architecture Trend
vor 20 Stunden
München, Deutschland HITACHI ASTEMO EUROPE GMBH Vollzeit**Description** **Ready to contribute to the future of automotive industry?** We are part of Hitachi Astemo focusing on world-leading advanced mobility solutions within the fields of electrification, autonomous driving, and connectivity to help reduce environmental damage, decrease traffic accidents, and improve comfort. Together, we contribute to a...
-
München, Deutschland Infineon Technologies VollzeitThis thesis explores the deployment of generative AI models, including transformers, convolutional networks, and other architectures, across various modalities—such as natural language, vision, and audio—on resource-constrained embedded systems like microcontrollers. It addresses challenges of limited memory, computational capacity, energy efficiency,...
-
Head of Master Data Management
Vor 7 Tagen
Garching bei München, Deutschland ITM Isotope Technologies Munich SE Vollzeit**About ITM**: ITM is a privately owned biotechnology and radiopharmaceutical group of companies dedicated to the development, production and global supply of targeted diagnostic and therapeutic radiopharmaceuticals and radioisotopes for use in cancer treatment. We are developing a proprietary portfolio and growing pipeline of targeted treatments in various...
-
Garching bei München, Deutschland SAP VollzeitWe help the world run betterAt SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talents to help shape what's next. The work is challenging – but it matters. You'll find a place where you can be yourself, prioritize your...
-
Master of Science
vor 20 Stunden
85748 Garching bei München, Deutschland SAP Vollzeit**We help the world run better **At SAP, we enable you to bring out your best. Our company culture is focused on collaboration and a shared passion to help the world run better. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and...