| Wednesday 5/12/2021 | Daniel Lemire | University of Quebec | Parsing numbers at a gigabyte per second
|
| Wednesday 4/28/2021 | Xuhao Chen | MIT | Software and Hardware Systems for Emerging Graph Algorithms
|
| Wednesday 4/7/2021 | Helen Xu | MIT |
Data Structure Design for Skewed Dynamic Graph Processing
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| Wednesday 3/31/2021 | Tim Davis | Texas A&M |
SuiteSparse:GraphBLAS: graph algorithms in the language of sparse linear algebra
|
| Wednesday 3/24/2021 | Martin Farach-Colton | Rutgers University |
The Algorithmics of Address Translation |
| Wednesday 3/17/2021 | Maryam Mehri Dehnavi | University of Toronto | Inspecting Irregular Computation Patterns to Generate Fast Code
|
| Wednesday 3/10/2021 | Sam Westrick | CMU |
Disentanglement: Provably Efficient Parallel Functional Programming (Slides)
|
| Wednesday 2/24/2021 | Edgar Solomonik | UIUC | Scalable Algorithms for Tensor Computations (Slides)
|
| Monday 1/25/2021
| Ariful Azad | Indiana University | Computational Building Blocks for Machine Learning on Graphs (Slides)
|
| Monday 1/11/2021 | Xuehai Qian | USC |
High Performance Graph Mining Systems (Slides)
|
| Monday 12/7/2020 | Yuanming Hu | MIT |
Taichi: A Language for High-Performance Computation on Spatially Sparse Data Structures
|
| Monday 11/30/2020 | Scott Beamer | UC Santa Cruz |
Efficiently Exploiting Low-Activity Factors to Accelerate RTL Simulation
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| Monday 11/9/2020 | Bradley Kuszmaul | Google |
Everyone Loves File: File Storage Service (FSS) in Oracle Cloud Infrastructure
|
| Monday 11/2/2020 | Michael Bender | Stony Brook University |
Filters
|
Monday 10/26/2020 | Alex Pothen | Purdue University |
Approximation: A Paradigm for Designing Parallel Graph Algorithms
|
| Monday 10/19/2020 | Rezaul Chowdhury | Stony Brook University |
Automatic Derivation of Efficient Parallel Recursive Divide-&-Conquer Algorithms for Dynamic Programs
|
| Monday 9/28/2020 | Michael Mahoney | ICSI and UC Berkeley |
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
|
| Monday 9/21/2020 | Franz Franchetti | Carnegie Mellon University |
SPIRAL's Operator Language: From Textbook Math to High Performance - With Correctness Guarantees
|
| Monday 8/10/2020 | James Demmel | UC Berkeley |
Communication-avoiding algorithms for linear algebra, machine learning and beyond
|
| Monday 8/3/2020 | Kathy Yelick | UC Berkeley/
Lawrence Berkeley
National Lab |
Genomic Analysis and Learning at Scale: Mapping Irregular Computations to Advanced Architectures
|
| Monday 7/27/2020 | Larry Rudolph and
Steven Martin | Two Sigma Investments, LP/
MIT CSAIL |
QuickQuery: GPU-Based Approximate Query Processing for Sub-Second Exploration at Scale
|
| Monday 7/20/2020 | Stephen Chou | MIT |
Format Abstractions for Sparse Tensor Algebra Compilation
|
| Monday 7/13/2020 | Michael Axtmann and
Peter Sanders | Karlsruhe Institute
of Technology |
Engineering Scalable Parallel Sorting Algorithms
|
| Monday 6/29/2020 | Umit Catalyurek | Georgia Tech |
Fast graph analytics on heterogenous and deep-memory architectures
|
| Monday 6/22/2020 | Aydin Buluc | Lawrence Berkeley
National Lab/UC Berkeley |
Sparse Matrices Beyond Solvers: Graphs, Biology, and Machine Learning (Slides)
|
| Monday 6/15/2020 | Wen-Mei Hwu | UIUC |
Fast GPU Code for Graphs (Slides)
|
| Monday 6/8/2020 | David Bader | New Jersey Institute
of Technology |
Solving Global Grand Challenges with High Performance Data Analytics
|
| Monday 6/1/2020 | John Owens | UC Davis |
Dynamic Data Structures on the GPU
|
| Monday 5/11/2020 | Alex Aiken | Stanford |
Program Optimization for Machine Learning
|
| Monday 5/4/2020 | Ariya Shajii | MIT |
Seq: a high-performance language for bioinformatics
|
| Monday 4/20/2020 | Neil Thompson
& Yash Sherry | MIT |
How fast are Algorithms Improving?
|
| Tuesday 2/18/2020 | S. Tucker Taft | AdaCore |
Safe Parallel Programming -- ParaSail, Ada 202X, OpenMP, and Rust
|
| Monday 11/25/2019 | Bruce Maggs | Duke University and
Emerald Innovations |
A Speed-of-Light Internet Service Provider
|
| Monday 11/18/2019 | Charith Mendis | MIT |
How to Modernize Compiler Technology
|
| Monday 11/4/2019 | Yunming Zhang | MIT |
GraphIt: A Domain-Specific Language for Writing High-Performance Graph Applications
|
| Monday 10/21/2019 | Alex Conway | Rutgers University |
SplinterDB: Closing the Bandwidth Gap on NVMe
|
| Monday 9/30/2019 | Valentin Churavy | MIT |
Julia: Making dynamic programs run fast
|
| Monday 9/23/2019 | Riyadh Baghdadi | MIT |
Tiramisu: A Polyhedral Compiler for Dense and Sparse Deep Learning
|
| Monday 9/16/2019 | Bill Dally | NVIDIA Corporation and
Stanford University |
Domain-Specific Accelerators
|
| Tuesday 8/27/2019 | Laxman Dhulipala | Carnegie Mellon University |
Algorithms and Systems for Processing Massive Static and Evolving Graphs
|
| Tuesday 8/20/2019 | Tao B. Schardl | MIT |
Tapir: Embedding Recursive Fork-Join Parallelism into LLVM's Intermediate Representation
|
| Tuesday 8/6/2019 | Jeremy Kepner | MIT Lincoln Laboratory
Supercomputing Center |
Optimal system settings: How to not lose before you begin
|
| Tuesday 7/30/2019 | I-Ting Angelina Lee | Washington University
in St. Louis |
Advances in Determinacy Race Detection for Task-Parallel Code
|
| Tuesday 7/23/2019 | Maurice Herlihy | Brown University |
Speculative Concurrency for Ethereum Smart Contracts
|
| Tuesday 7/16/2019 | Song Han | MIT |
AutoML for Efficiently Designing Efficient Neural Network Architectures
|
| Tuesday 7/9/2019 | Fredrik Kjolstad | MIT |
The Sparse Tensor Algebra Compiler
|
| Tuesday 6/11/2019 | Charles Leiserson | MIT |
The Resurgence of Software Performance Engineering
|