95 citations · 286 across the 14 of their papers we have counts for
6 papers · 1 filter
Enabling Heterogeneous, Multicore SoC Research with RISC-V and ESP
Joseph Zuckerman, Paolo Mantovani, Davide Giri +1
Heterogeneous, multicore SoC architectures are a critical component of today's computing landscape. However, supporting both increasing heterogeneity and multicore execution are si…
Cohmeleon: Learning-Based Orchestration of Accelerator Coherence in Heterogeneous SoCs
Joseph Zuckerman, Davide Giri, Jihye Kwon +2
One of the most critical aspects of integrating loosely-coupled accelerators in heterogeneous SoC architectures is orchestrating their interactions with the memory hierarchy, espec…
DB4HLS: A Database of High-Level Synthesis Design Space Explorations
Lorenzo Ferretti, Jihye Kwon, Giovanni Ansaloni +3
High-Level Synthesis (HLS) frameworks allow to easily specify a large number of variants of the same hardware design by only acting on optimization directives. Nonetheless, the har…
Agile SoC Development with Open ESP
Paolo Mantovani, Davide Giri, Giuseppe Di Guglielmo +6
ESP is an open-source research platform for heterogeneous SoC design. The platform combines a modular tile-based architecture with a variety of application-oriented flows for the d…
The MosaicSim Simulator (Full Technical Report)
Opeoluwa Matthews, Aninda Manocha, Davide Giri +7
As Moore's Law has slowed and Dennard Scaling has ended, architects are increasingly turning to heterogeneous parallelism and domain-specific hardware-software co-designs. These tr…
ESP4ML: Platform-Based Design of Systems-on-Chip for Embedded Machine Learning
Davide Giri, Kuan-Lin Chiu, Giuseppe Di Guglielmo +2
We present ESP4ML, an open-source system-level design flow to build and program SoC architectures for embedded applications that require the hardware acceleration of machine learni…