About me
- Final-year PhD student
- School: Georgia Institute of Technology
- Major: Electrical and Computer Engineering (ECE)
- Advisor: Alexandros Daglis
- Research interests: datacenters, smartNICs, in-network computing, RDMA/RoCE, computer architecture, FPGAs
- I’m currently seeking full-time opportunities to research and develop forms of in-network computing to accelerate latency-critical datacenter workloads. If my profile piques your interest, please reach out via email: hamed@gatech.edu
Topic: Leveraging SmartNICs to Accelerate Latency-Critical Online Services
- The increasing demands of today’s datacenters has instigated a push toward merging network and compute, giving rise to smartNICs. Tightly coupled with their hosts, smartNICs can inspect packets, extract hints, and leverage offloaded application-level semantics to boost servers’ throughput under SLOs, accelerate μs-scale online services. Such offloads enable significant performance gains through the integration of techniques such as inter-core load balancing, optimized data movement, and improved RDMA connection scalability for server-grade CPUs. My work identifies prime use cases for boosting datacenter performance using smartNICs and clarifies why smartNICs should co-exist, alongside server grade CPUs, as first-class citizens within the datacenter.
My work in one slide!
I have hands-on experience with the following SmartNICs:
Mellanox Innova Flex-4 SmartNIC | Mellanox BlueField-2 DPU |
---|---|
40G FPGA SmartNIC | 100G SoC SmartNIC |
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If you’re interested in collaborating or have any questions, please don’t hesitate to reach out!