Systems & networking
Researching and inventing new technologies for next-generation infrastructures and platforms for sensors, devices and the cloud.
Microsoft Research Blog
Research Focus: Week of May 27, 2024
How can generative AI tools represent less common identities and narratives; Can LLMs help players participate in game narratives; Using LLMs to improve geospatial demographic data; A Graph RAG Approach to Query-Focused Summarization; and more.
Dataset Source Code
TE-CCL
TE-CCL is a tool to generate collective communication schedules for large topologies using a Traffic Engineering-based solver. TE-CCL takes in a topology and collective (e.g. AllGather) and outputs a schedule (in JSON) detailing data transfer…
Dataset Source Code
Soroush: Max-min fair resource allocation solution
Soroush is a general and scalable max-min fair allocator. It consists of a group of approximate and heuristic methods that (a) solve at most one optimization, and (b) enable users to control the trade-offs between…
Microsoft Research Blog
RASCAL: Novel robotics for scalable and highly available automated storage and retrieval
RASCAL is an untethered robot with a modular design, allowing it to move flexibly along and between evenly spaced storage shelves. Discover how it can address the availability and scalability challenges of existing automated storage…
Dataset Source Code
NeMoEval: A Benchmark Tool for Natural Language-based Network Management
This is a benchmark tool to evaluate natural language-based network management using LLM-generated code.
Dataset Source Code
Yatesbury: A Benchmark for East-West Network Security
This dataset serves as a benchmark for evaluting the performance and efficiency of anomaly detectors in east-west data center network traffic.