Using cache-coherent FPGAs to offload memory management tasks in various use cases: remote memory, live virtual machine migration, etc.


Recent research efforts propose remote memory systems that pool memory from multiple hosts. These systems rely on the virtual memory subsystem to track application memory accesses and transparently offer remote memory to applications. We outline several limitations of this approach, such as page fault overheads and dirty data amplification. Instead, we argue for a fundamentally different approach: leverage the local host's cache coherence traffic to track application memory accesses at cache line granularity. Our approach uses emerging cache-coherent FPGAs to expose cache coherence events to the operating system. This approach not only accelerates remote memory systems by reducing dirty data amplification and by eliminating page faults, but also enables other use cases, such as live virtual machine migration, unified virtual memory, security and code analysis. All of these use cases open up many promising research directions.


2020 Interns

2019 Interns

2018 Interns

2017 Interns

External Researchers

  • Isam Akkawi
  • Onur Mutlu
  • Pratap Subrahmanyam
  • Subhash Peddamallu
  • Wesley Chen

Related Publications


  • Graduated VMW Software Systems Projects