Network-attached FPGAs for data center applications

J Weerasinghe, R Polig, F Abel… - … Conference on Field …, 2016 - ieeexplore.ieee.org
FPGAs (Field Programmable Gate Arrays) are making their way into data centers (DC). They
are used as accelerators to boost the compute power of individual server nodes and to …

Video analytics for customer emotion and satisfaction at contact centers

KP Seng, LM Ang - IEEE Transactions on Human-Machine …, 2017 - ieeexplore.ieee.org
Due to the high levels of competition in a global market, companies have put more emphasis
on building strong customer relationships and increasing customer satisfaction levels. With …

Unsupervised machine learning for managing safety accidents in railway stations

H ALawad, S Kaewunruen - IEEE Access, 2023 - ieeexplore.ieee.org
For both passenger and freight transportation, railroad operations must be dependable,
accessible, maintained, and safe (RAMS). In many urban areas, railway stations risk and …

[PDF][PDF] A Review Paper on Document text search based on nondeterministic automata

D Manjramkar, A Gharpure, A Gore, I Gujarathi… - 2022 - easychair.org
Text search is one of the most important problems in CS, majorly because of its indirect
applications in diverse fields like speech recognition, information retrieval, signal …

Giving text analytics a boost

R Polig, K Atasu, L Chiticariu, C Hagleitner… - IEEE Micro, 2014 - ieeexplore.ieee.org
The amount of textual data has reached a new scale and continues to grow at an
unprecedented rate. IBM's SystemT software is a powerful text-analytics system that offers a …

Compiling text analytics queries to FPGAs

R Polig, K Atasu, H Giefers… - 2014 24th international …, 2014 - ieeexplore.ieee.org
Extracting information from unstructured text data is a compute-intensive task. The
performance of general-purpose processors cannot keep up with the rapid growth of textual …

A hardware compilation framework for text analytics queries

R Polig, K Atasu, H Giefers, C Hagleitner… - Journal of Parallel and …, 2018 - Elsevier
Unstructured text data is being generated at an unprecedented rate in the form of Twitter
feeds, machine logs or medical records. The analysis of this data is an important step to …

Standalone disaggregated reconfigurable computing platforms in cloud data centers

J Weerasinghe - 2018 - mediatum.ub.tum.de
This thesis investigates an energy-efficient, high-performance, and high-density
reconfigurable computing system for cloud data centers. By introducing decentralized fabric …

A soft-core processor array for relational operators

R Polig, H Giefers, W Stechele - 2015 IEEE 26th International …, 2015 - ieeexplore.ieee.org
Despite the performance and power efficiency gains achieved by FPGAs for text analytics
queries, analysis shows a low utilization of the custom hardware operator modules …

Text analytics on reconfigurable platforms

R Polig - 2015 - mediatum.ub.tum.de
Extracting information from unstructured text data is an important and compute intensive
task. To cope with the ever growing amount of data, an accelerator architecture and compiler …