26 citations · 44 across the 9 of their papers we have counts for
10 papers
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
Geonhwa Jeong, Gokcen Kestor, Prasanth Chatarasi +5
To meet the extreme compute demands for deep learning across commercial and scientific applications, dataflow accelerators are becoming increasingly popular. While these "domain-sp…
SpectralFly: Ramanujan Graphs as Flexible and Efficient Interconnection Networks
Stephen Young, Sinan Aksoy, Jesun Firoz +5
In recent years, graph theoretic considerations have become increasingly important in the design of HPC interconnection topologies. One approach is to seek optimal or near-optimal…
COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry
Erdal Mutlu, Ruiqin Tian, Bin Ren +4
The computational power increases over the past decades havegreatly enhanced the ability to simulate chemical reactions andunderstand ever more complex transformations. Tensor cont…
MPI Windows on Storage for HPC Applications
Sergio Rivas-Gomez, Roberto Gioiosa, Ivy Bo Peng +4
Upcoming HPC clusters will feature hybrid memories and storage devices per compute node. In this work, we propose to use the MPI one-sided communication model and MPI windows as un…
MPI Streams for HPC Applications
Ivy Bo Peng, Stefano Markidis, Roberto Gioiosa +2
Data streams are a sequence of data flowing between source and destination processes. Streaming is widely used for signal, image and video processing for its efficiency in pipelini…
Preparing HPC Applications for the Exascale Era: A Decoupling Strategy
Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor +2
Production-quality parallel applications are often a mixture of diverse operations, such as computation- and communication-intensive, regular and irregular, tightly coupled and loo…
Extending Message Passing Interface Windows to Storage
Sergio Rivas-Gomez, Stefano Markidis, Ivy Bo Peng +3
This work presents an extension to MPI supporting the one-sided communication model and window allocations in storage. Our design transparently integrates with the current MPI impl…
Exploring the Performance Benefit of Hybrid Memory System on HPC Environments
Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor +2
Hardware accelerators have become a de-facto standard to achieve high performance on current supercomputers and there are indications that this trend will increase in the future. M…
Idle Period Propagation in Message-Passing Applications
Ivy Bo Peng, Stefano Markidis, Erwin Laure +2
Idle periods on different processes of Message Passing applications are unavoidable. While the origin of idle periods on a single process is well understood as the effect of system…
Exploring Application Performance on Emerging Hybrid-Memory Supercomputers
Ivy Bo Peng, Stefano Markidis, Erwin Laure +2
Next-generation supercomputers will feature more hierarchical and heterogeneous memory systems with different memory technologies working side-by-side. A critical question is wheth…