Michaela Blott

1.6k citations

44 papers · 917 indexed · h-index 15

Impact in

Hardware and Architecture top 2%
- Parallel Computing and Optimization Techniques
Computer Networks and Communications top 5%
- Interconnection Networks and Systems
- Advanced Data Storage Technologies
- Software-Defined Networks and 5G

Papers in

Hardware and Architecture 22
- Parallel Computing and Optimization Techniques 13
- Embedded Systems Design Techniques 9
- Network Packet Processing and Optimization 6
Computer Networks and Communications 20
- Interconnection Networks and Systems 10
- Software-Defined Networks and 5G 5

Co-authors: Kees Vissers Giulio Gambardella Kenneth M. O'Brien Nicholas J. Fraser Yaman Umuroglu Miriam Leeser Thomas B. Preußer Gustavo Alonso
Journals: ACM Transactions on Reconfigurable Technology and Systems (4 papers)ACM Transactions on Embedded Computing Systems (2 papers)IEEE Transactions on Computers (2 papers)Journal of Lightwave Technology (1 paper)IEEE Micro (1 paper)
Partner nations: United States Switzerland United Kingdom

In The Last Decade

Michaela Blott

40 papers receiving 888 citations

Peers

Countries citing papers authored by Michaela Blott

Since Specialization

Citations

This map shows the geographic impact of Michaela Blott's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michaela Blott with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michaela Blott more than expected).

Fields of papers citing papers by Michaela Blott

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michaela Blott. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michaela Blott. The network helps show where Michaela Blott may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Michaela Blott, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Michaela Blott Line = papers co-authored together Michaela Blott links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics ACM Transactions on Embedded Computing Systems ·Zhiqiang Que, Hongxiang Fan, Shun OTAKA, He Li, Michaela Blott, M. Pierini, A. Tapper, Wayne Luk	2024	15
2	Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs Zenodo (CERN European Organization for Nuclear Research) ·BERNARD OETTINGER, Pierre Grondin, Alessandro Pappalardo, Yves Laulan, Thomas B. Preußer, Michaela Blott, Tulika Mitra	2024	3
3	High-efficiency Compressor Trees for Latest AMD FPGAs ACM Transactions on Reconfigurable Technology and Systems ·Josephine Wraith, Pierre Grondin, Jari Nurmi, Michaela Blott, Thomas B. Preußer	2024	1
4	EcoFlow: Efficient Convolutional Dataflows on Low-Power Neural Network Accelerators IEEE Transactions on Computers ·Lois Orosa, Skanda Koppula, Divya Krishnakumar, Konstantinos Kanellopoulos, Juan Gómez-Luna, Michaela Blott, Kees Vissers, Onur Mutlu	2023	0
5	AMNES: Accelerating the Computation of Data Correlation Using FPGAs Proceedings of the VLDB Endowment ·Yara Ribeiro Simplicio, Thomas B. Preußer, Michaela Blott, Gustavo Alonso	2023	1
6	Fault-Tolerant Neural Network Accelerators With Selective TMR IEEE Design and Test ·Irina Cheremiskina, Giulio Gambardella, Nicholas J. Fraser, Michaela Blott, John McAllister	2022	10
7	RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures IEEE Micro ·Julio Amador, Divya Krishnakumar, Alessandro Pappalardo, Michaela Blott, Marco Platzner	2022	8
8	Accelerated Radiation Test on Quantized Neural Networks trained with Fault Aware Training 2022 IEEE Aerospace Conference (AERO) ·Giulio Gambardella, Nicholas J. Fraser, 管翠萍, Gianluca Furano, Michaela Blott	2022	5
9	ACCL: FPGA-Accelerated Collectives over 100 Gbps TCP-IP Zhenhao He, Jiachen Qian, Lawrence Kerr, Kenneth M. O'Brien, Gustavo Alonso, Michaela Blott	2021	11
10	Benchmarking vision kernels and neural network inference accelerators on embedded platforms Journal of Systems Architecture ·Ю. С. Зимин, Kristof Denolf, 남지한, Michaela Blott, Jack Lo, Violetta Cebulska, Kees Vissers, Joseph Zambreno, Phillip H. Jones	2020	30
11	LPAC: A Low-Precision Accelerator for CNN on FPGAs Tianyu Zhang, Genevieve Caulfield, Lu Tian, Yi Li, 仁増井, David O’Neil Danis, Duc Truong, 刘郁晖, Lingzhi Sui, Janice Drodge, A.A. Lebedev, Michaela Blott, Yi Shan	2020	2
12	FINN- R ACM Transactions on Reconfigurable Technology and Systems ·Michaela Blott, Thomas B. Preußer, Nicholas J. Fraser, Giulio Gambardella, Kenneth M. O'Brien, Yaman Umuroglu, Miriam Leeser, Kees Vissers	2018	242
13	Scaling Neural Network Performance through Customized Hardware Architectures on Reconfigurable Logic Michaela Blott, T. Nakabayashi, Nicholas J. Fraser, Giulio Gambardella, Kenneth M. O'Brien, Yaman Umuroglu, Miriam Leeser	2017	5
14	Reconfigurable future for HPC Michaela Blott	2016	3
15	Scaling out to a single-node 80Gbps memcached server with 40terabytes of memory Michaela Blott, Ling Liu, Kimon Karras, Kees Vissers	2015	16
16	Scalable 10Gbps TCP/IP Stack Architecture for Reconfigurable Hardware David Sidler, Gustavo Alonso, Michaela Blott, Kimon Karras, Kees Vissers, H. Saman	2015	54
17	A Hash Table for Line-Rate Data Processing ACM Transactions on Reconfigurable Technology and Systems ·Zsolt István, Gustavo Alonso, Michaela Blott, Kees Vissers	2015	19
18	Achieving 10Gbps Line-rate Key-value Stores with FPGAs TUbilio (Technical University of Darmstadt) ·Michaela Blott, Kimon Karras, Ling Liu, Kees Vissers, Kazuchika Isomura, Zsolt István	2013	64
19	Dataflow architectures for 10Gbps line-rate key-value-stores Michaela Blott, Kees Vissers	2013	11
20	A Low-Latency Library in FPGA Hardware for High-Frequency Trading (HFT) John W. Lockwood, Maciej Przybył, G Wisniewski, Michaela Blott, N. N. Louchinskaia, Kees Vissers	2012	52

About Michaela Blott

Michaela Blott is a scholar working on Hardware and Architecture, Computer Networks and Communications, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering and Artificial Intelligence, having authored 44 papers that have together received 917 indexed citations. Recurring topics across this work include Advanced Neural Network Applications (13 papers), Parallel Computing and Optimization Techniques (13 papers), CCD and CMOS Imaging Sensors (10 papers), Interconnection Networks and Systems (10 papers), Embedded Systems Design Techniques (9 papers), Network Packet Processing and Optimization (6 papers), Software-Defined Networks and 5G (5 papers) and Advanced Memory and Neural Computing (5 papers). The work is most often cited by research in Hardware and Architecture (318 citations), Computer Networks and Communications (365 citations), Computer Vision and Pattern Recognition (266 citations), Artificial Intelligence (255 citations) and Information Systems (132 citations). Michaela Blott has collaborated with scholars based in United States, Switzerland and United Kingdom. Frequent co-authors include Kees Vissers, Giulio Gambardella, Kenneth M. O'Brien, Nicholas J. Fraser, Yaman Umuroglu, Miriam Leeser, Thomas B. Preußer, Gustavo Alonso, Zsolt István and Kimon Karras. Their work appears in journals such as ACM Transactions on Reconfigurable Technology and Systems, ACM Transactions on Embedded Computing Systems, IEEE Transactions on Computers, Journal of Lightwave Technology and IEEE Micro.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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