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09/07/2023
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs
Multi-tenancy is essential for unleashing SmartNIC's potential in datace...
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06/28/2023
FuzzyFlow: Leveraging Dataflow To Find and Squash Program Optimization Bugs
The current hardware landscape and application scale is driving performa...
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06/20/2022
Building Blocks for Network-Accelerated Distributed File Systems
High-performance clusters and datacenters pose increasingly demanding re...
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06/16/2022
Deinsum: Practically I/O Optimal Multilinear Algebra
Multilinear algebra kernel performance on modern massively-parallel syst...
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12/22/2021
Lifting C Semantics for Dataflow Optimization
C is the lingua franca of programming and almost any device can be progr...
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08/20/2021
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal Matrix Factorizations
Matrix factorizations are among the most important building blocks of sc...
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07/01/2021
Productivity, Portability, Performance: Data-Centric Python
Python has become the de facto language for scientific computing. Progra...
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05/15/2021
Pebbles, Graphs, and a Pinch of Combinatorics: Towards Tight I/O Lower Bounds for Statically Analyzable Programs
Determining I/O lower bounds is a crucial step in obtaining communicatio...
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10/12/2020
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal LU Factorization
Dense linear algebra kernels, such as linear solvers or tensor contracti...
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10/07/2020
PsPIN: A high-performance low-power architecture for flexible in-network compute
The capacity of offloading data and control tasks to the network is beco...
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07/07/2020
High-Performance Routing with Multipathing and Path Diversity in Ethernet and HPC Networks
The recent line of research into topology design focuses on lowering net...
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12/18/2019
Optimizing the Data Movement in Quantum Transport Simulations via Data-Centric Parallel Programming
Designing efficient cooling systems for integrated circuits (ICs) relies...
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12/18/2019
A Data-Centric Approach to Extreme-Scale Ab initio Dissipative Quantum Transport Simulations
The computational efficiency of a state of the art ab initio quantum tra...
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08/22/2019
Network-Accelerated Non-Contiguous Memory Transfers
Applications often communicate data that is non-contiguous in the send- ...
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02/27/2019
Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures
The ubiquity of accelerators in high-performance computing has driven pr...
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02/27/2019
