13 citations · 18 across the 9 of their papers we have counts for
9 papers
Tywaves: A Typed Waveform Viewer for Chisel
Raffaele Meloni, H. Peter Hofstee, Zaid Al-Ars
Chisel (Constructing Hardware In a Scala Embedded Language) is a broadly adopted HDL that brings object-oriented and functional programming, type-safety, and parameterization to ha…
Leveraging Apache Arrow for Zero-copy, Zero-serialization Cluster Shared Memory
Philip Groet, Joost Hoozemans, Andreas Grapentin +3
This paper describes a distributed implementation of Apache Arrow that can leverage cluster-shared load-store addressable memory that is hardware-coherent only within each node. Th…
Vanishing Variance Problem in Fully Decentralized Neural-Network Systems
Yongding Tian, Zaid Al-Ars, Maksim Kitsak +1
Federated learning and gossip learning are emerging methodologies designed to mitigate data privacy concerns by retaining training data on client devices and exclusively sharing lo…
An Intermediate Representation for Composable Typed Streaming Dataflow Designs
Matthijs A. Reukers, Yongding Tian, Zaid Al-Ars +4
Tydi is an open specification for streaming dataflow designs in digital circuits, allowing designers to express how composite and variable-length data structures are transferred ov…
SaLoBa: Maximizing Data Locality and Workload Balance for Fast Sequence Alignment on GPUs
Seongyeon Park, Hajin Kim, Tanveer Ahmad +5
Sequence alignment forms an important backbone in many sequencing applications. A commonly used strategy for sequence alignment is an approximate string matching with a two-dimensi…
A Toolchain for Streaming Dataflow Accelerator Designs for Big Data Analytics: Defining an IR for Composable Typed Streaming Dataflow Designs
Matthijs A. Reukers
Tydi is an open specification for streaming dataflow designs in digital circuits, allowing designers to express how composite and variable-length data structures are transferred ov…
Tydi-lang: a language for typed streaming hardware -- A manual for future Tydi-lang compiler developers
Yongding Tian, Zaid Al-Ars, Peter Hofstee
Transferring composite data structures with variable-length fields often requires designing non-trivial protocols that are not compatible between hardware designs. When each projec…
Benchmarking Apache Arrow Flight -- A wire-speed protocol for data transfer, querying and microservices
Tanveer Ahmad, Zaid Al Ars, H. Peter Hofstee
Moving structured data between different big data frameworks and/or data warehouses/storage systems often cause significant overhead. Most of the time more than 80\% of the total t…
Giving Text Analytics a Boost
Raphael Polig, Kubilay Atasu, Laura Chiticariu +5
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, which offers a query-…