Dynamic Simultaneous Multithreaded Architecture
September 12, 2024 ยท Declared Dead ยท ๐ Parallel and Distributed Computing Systems (ISCA)
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Daniel Ortiz-Arroyo, Ben Lee
arXiv ID
2409.07903
Category
cs.AR: Hardware Architecture
Cross-listed
cs.DC
Citations
5
Venue
Parallel and Distributed Computing Systems (ISCA)
Last Checked
3 months ago
Abstract
This paper presents the Dynamic Simultaneous Multi-threaded Architecture (DSMT). DSMT efficiently exe-cutes multiple threads from a single program on a SMT processor core. To accomplish this, threads are generated dynamically from a predictable flow of control and then executed speculatively. Data obtained during the single context non-speculative execution phase of DSMT is used as a hint to speculate the posterior behavior of multiple threads. DSMT employs simple mechanisms based on state bits that keep track of inter-thread dependencies in registers and memory, synchronize thread execution, and control recovery from misspeculation. Moreover, DSMT utilizes a novel greedy policy for choosing those sections of code which provide the highest performance based on their past execution history. The DSMT architecture was simulated with a new cycle-accurate, execution-driven simulator. Our simulation results show that DSMT has very good potential to improve SMT performance, even when only a single program is available. However, we found that dynamic thread behavior together with fre-quent misspeculation may also produce diminishing re-turns in performance. Therefore, the challenge is to max-imize the amount of thread-level parallelism that DSMT is capable of exploiting and at the same time reduce the fre-quency of misspeculations.
Community Contributions
Found the code? Know the venue? Think something is wrong? Let us know!
๐ Similar Papers
In the same crypt โ Hardware Architecture
R.I.P.
๐ป
Ghosted
R.I.P.
๐ป
Ghosted
Corona: System Implications of Emerging Nanophotonic Technology
R.I.P.
๐ป
Ghosted
A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs)
R.I.P.
๐ป
Ghosted
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
R.I.P.
๐ป
Ghosted
Splitwise: Efficient generative LLM inference using phase splitting
R.I.P.
๐ป
Ghosted
Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural Networks
Died the same way โ ๐ป Ghosted
R.I.P.
๐ป
Ghosted
Language Models are Few-Shot Learners
R.I.P.
๐ป
Ghosted
PyTorch: An Imperative Style, High-Performance Deep Learning Library
R.I.P.
๐ป
Ghosted
XGBoost: A Scalable Tree Boosting System
R.I.P.
๐ป
Ghosted