Sotabase

Career

· Graduate Research Intern, Intel Processor Architecture Research Lab2023–2023
· Ph.D. Student and Scientific Assistant, ETH Zürich2019–
· Architecture Researcher, Intel Processor Architecture Research Lab2017–2019
· Co-op Engineer, Server SoC Perf Team, AMD India2015–2015
· Master of Technology in Computer Science, Indian Institute of Technology, Kanpur2014–2017
· Bachelor of Engineering in Computer Science, Jadavpur University2010–2014

Publications (25)

Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning
Micro · 2021
105
cited
DSPatch: Dual Spatial Pattern Prefetcher
Micro · 2019
66
cited
Sibyl: adaptive and extensible data placement in hybrid storage systems using online reinforcement learning
International Symposium on Computer Architecture · 2022
43
cited
Casper: Accelerating Stencil Computations Using Near-Cache Processing
IEEE Access · 2021
39
cited
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction
Micro · 2022
37
cited
REDUCT: Keep it Close, Keep it Cool! : Efficient Scaling of DNN Inference on Multi-core CPUs with Near-Cache Compute
International Symposium on Computer Architecture · 2021
25
cited
Victima: Drastically Increasing Address Translation Reach by Leveraging Underutilized Cache Resources
Micro · 2023
15
cited
Utopia: Fast and Efficient Address Translation via Hybrid Restrictive & Flexible Virtual-to-Physical Address Mappings
Micro · 2022
13
cited
Sectored DRAM: A Practical Energy-Efficient and High-Performance Fine-Grained DRAM Architecture
ACM Transactions on Architecture and Code Optimization (TACO) · 2022
8
cited
Sectored DRAM: An Energy-Efficient High-Throughput and Practical Fine-Grained DRAM Architecture
arXiv.org · 2022
7
cited
Virtuoso: Enabling Fast and Accurate Virtual Memory Research via an Imitation-based Operating System Simulation Methodology
International Conference on Architectural Support for Programming Languages and Operating Systems · 2024
7
cited
BurstLink: Techniques for Energy-Efficient Video Display for Conventional and Virtual Reality Systems
Micro · 2021
6
cited
Constable: Improving Performance and Power Efficiency by Safely Eliminating Load Instruction Execution
International Symposium on Computer Architecture · 2024
5
cited
Proximu: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute
arXiv.org · 2020
4
cited
CIPHERMATCH: Accelerating Homomorphic Encryption-Based String Matching via Memory-Efficient Data Packing and In-Flash Processing
International Conference on Architectural Support for Programming Languages and Operating Systems · 2025
3
cited
Harmonia: A Multi-Agent Reinforcement Learning Approach to Data Placement and Migration in Hybrid Storage Systems
arXiv.org · 2025
2
cited
BurstLink: Techniques for Energy-Efficient Conventional and Virtual Reality Video Display
arXiv.org · 2021
1
cited
Adaptive Prefetch Filter to Mitigate Prefetcher Induced Pollution
Athena: Synergizing Data Prefetching and Off-Chip Prediction via Online Reinforcement Learning
2026
Conduit: Programmer-Transparent Near-Data Processing Using Multiple Compute-Capable Resources in Solid State Drives
2026
Sotabase
Rahul Bera | Researcher Profile | Sotabase | Sotabase