Alex Jones

Latest

• Advancing Environmental Sustainability in Data Centers via Carbon Depreciation Models (🔥📣🏆IGSC 2026 Best Paper Award🔥📣🏆! )
• DERCA: DetERministic Cycle-Level Accelerator on Reconfigurable Platforms in DNN-Enabled Real-Time Safety-Critical Systems (🔥📣New Paper & Project🔥📣! )
• AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration(🔥📣New Paper & Project🔥📣! )
• ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems(🔥📣New Paper & Project🔥📣! )
• Amortizing Embodied Carbon Across Generations (🔥📣Best Viewpoint Paper in IGSC 2024🔥📣! )
• EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture (🔥📣New Paper & Project🔥📣! )
• CHEF: A Framework for Deploying Heterogeneous Models on Clusters with Heterogeneous FPGAs (🔥📣New Paper & Project🔥📣! )
• Reducing Smart Phone Environmental Footprints with In-Memory Processing (🔥📣New Paper & Project🔥📣! )
• SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators (🔥📣New Paper & Project🔥📣! )
• H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness