F
Friedel van Megen
Researcher at Microsoft
Publications - 3
Citations - 315
Friedel van Megen is an academic researcher from Microsoft. The author has contributed to research in topics: UMTS frequency bands & Interface (computing). The author has an hindex of 3, co-authored 3 publications receiving 235 citations.
Papers
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Journal ArticleDOI
Serving DNNs in Real Time at Datacenter Scale with Project Brainwave
Eric S. Chung,Jeremy Fowers,Kalin Ovtcharov,Michael K. Papamichael,Adrian M. Caulfield,Todd Massengill,Ming Liu,Lo Daniel,Shlomi Alkalay,Michael Haselman,Maleen Abeydeera,Logan Adams,Hari Angepat,Christian Boehn,Derek Chiou,Oren Firestein,Alessandro Forin,Kang Su Gatlin,Mahdi Ghandi,Stephen F. Heil,Kyle Holohan,Ahmad M. El Husseini,Tamas Juhasz,Kara Kagi,Ratna Kumar Kovvuri,Sitaram Lanka,Friedel van Megen,Dima Mukhortov,Prerak Patel,Brandon Perez,Amanda Rapsang,Steven K. Reinhardt,Bita Darvish Rouhani,Adam Sapek,Raja Seera,Sangeetha Shekar,Balaji Sridharan,Gabriel Weisz,Lisa Woods,Phillip Yi Xiao,Dan Zhang,Ritchie Zhao,Doug Burger +42 more
TL;DR: Project Brainwave, Microsofts principal infrastructure for AI serving in real time, accelerates deep neural network inferencing in major services such as Bings intelligent search features and Azure by exploiting distributed model parallelism and pinning over low-latency hardware microservices.
Patent
Hardware accelerated neural network subgraphs
Ratna Kumar Kovvuri,Ahmad M. El Husseini,Steven K. Reinhardt,Lo Daniel,Eric S. Chung,Sarabjit Singh Seera,Friedel van Megen,Alessandro Forin +7 more
TL;DR: In this paper, a method for compiling a neural network model is described, which includes identifying a subgraph of the neural networks model to partition from the network model, and an interface can be inserted between the neural network models and a partitioned version of the identified subgraph.
Smart Networking Requests: Supporting Application Development Relying on Network Connectivity for Wearable Computers
TL;DR: A novel approach is presented providing a tool to the application developer, which allows to attach the business logic to Smart Networking Requests, ensuring the communication when a suitable network connectivity has been set up and possibly further requirements are met, such as a certain context of the wearable computer.