Search
Results
-
SimFS: A Simulation Data Virtualizing File System Interface
(2019)2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS)Conference Paper -
Optimizing the Data Movement in Quantum Transport Simulations via Data-Centric Parallel Programming
(2019)Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC '19)Designing efficient cooling systems for integrated circuits (ICs) relies on a deep understanding of the electro-thermal properties of transistors. To shed light on this issue in currently fabricated Fin-FETs, a quantum mechanical solver capable of revealing atomically-resolved electron and phonon transport phenomena from first-principles is required. In this paper, we consider a global, data-centric view of a state-of-the-art quantum ...Conference Paper -
Substream-Centric Maximum Matchings on FPGA
(2019)FPGA '19 Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate ArraysConference Paper -
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
(2019)2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS)Conference Paper -
Absinthe: Learning an Analytical Performance Model to Fuse and Tile Stencil Codes in One Shot
(2019)2019 28th International Conference on Parallel Architectures and Compilation Techniques (PACT)Conference Paper -
Head-of-line blocking avoidance in Slim Fly networks using deadlock-free non-minimal and adaptive routing
(2019)Concurrency and Computation ~ Special Issue: Combined Special issues on Trends in high‐performance interconnection networks in the exascale and big‐data era (HiPINEB 2017) and Advances in cloud and big data computing (ACBDC 2016)Conference Paper -
The convergence of sparsified gradient methods
(2019)Advances in Neural Information Processing Systems 31Conference Paper -
Neural code comprehension: a learnable representation of code semantics
(2019)Advances in Neural Information Processing Systems 31Conference Paper -
A fast analytical model of fully associative caches
(2019)PLDI 2019 Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and ImplementationConference Paper -
Slim Graph: Practical Lossy Graph Compression for Approximate Graph Processing, Storage, and Analytics
(2019)Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC '19)We propose Slim Graph: the first programming model and framework for practical lossy graph compression that facilitates high-performance approximate graph processing, storage, and analytics. Slim Graph enables the developer to express numerous compression schemes using small and programmable compression kernels that can access and modify local parts of input graphs. Such kernels are executed in parallel by the underlying engine, isolating ...Conference Paper