[학회리뷰] ISCA

 

ISCA (International Symposium on Computer Architecture)
ISCA 50 (June, 2023, Orlando, USA)
paper due 끝남 (2022. 11. 14 Abstract Deadline)
2022 Industry Session
The Mozart Reuse Exposed Dataflow Processor for AI and Beyond	SimpleMachines
Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models	Meta
AI Accelerator on IBM Telum Processor	IBM
Fidas: Fortifying the Cloud via Comprehensive FPGA-based Offloading for Intrusion Detectio	Alibaba
Understanding Data Storage and Ingestion for Large-Scale Deep Recommendation Model Training	Meta
Mixed-Proxy Extensions for the NVIDIA PTX Memory Consistency Model	NVIDIA
2022 Microarchitecture and Parallelism
X-Cache: A Modular Architecture for Domain-Specific-Caches	Simon Fraser Univ
Register File Prefetching	Intel Labs
GCoM: A Detailed GPU Core Model for Accurate Analytical Modeling of Modern GPUs	연세대
A Scalable Architecture for Reprioritizing Ordered Parallelism	Univ of Toronto
2022 Embedded Systems and HW Synthesis
Tiny but Mighty: Designing and Realizing Scalable Latency Tolerance for Manycore SoCs	Princeton Univ
SNS's not a Synthesizer: A Deep-Learning-Based Synthesis Predictor	Duke Univ
2021 Industry Track
Ten Lessons From Three Generations Shaped Google's TPUv4i	Google
Sparsity-Aware and Re-Configurable NPU Architecture for Samsung Flagship Mobile SoC	종기원/임팀장님..?
Energy Efficiency Boost in the AI-Infused POWER10 Processor	IBM
Pioneering Chiplet Technology and Design for the AMD EPYC™ and Ryzen™ Processor Families	AMD
2021 Microarchitecture
Exploiting Page Table Locality for Agile TLB Prefetching	UPC/BSC
2020 Industry
Evolution of the Samsung Exynos CPU Microarchitecture	SARC