17 citations · 29 across the 7 of their papers we have counts for
10 papers
Neat: Low-Complexity, Efficient On-Chip Cache Coherence
Rui Zhang, Swarnendu Biswas, Vignesh Balaji +2
Cache coherence protocols such as MESI that use writer-initiated invalidation have high complexity and sometimes have poor performance and energy usage, especially under false shar…
Automatically Enforcing Fresh and Consistent Inputs in Intermittent Systems
Milijana Surbatovich, Limin Jia, Brandon Lucia
Intermittently powered energy-harvesting devices enable new applications in inaccessible environments. Program executions must be robust to unpredictable power failures, introducin…
Practical Encrypted Computing for IoT Clients
McKenzie van der Hagen, Brandon Lucia
Privacy and energy are primary concerns for sensor devices that offload compute to a potentially untrusted edge server or cloud. Homomorphic Encryption (HE) enables offload process…
Optimizing Graph Processing and Preprocessing with Hardware Assisted Propagation Blocking
Vignesh Balaji, Brandon Lucia
Extensive prior research has focused on alleviating the characteristic poor cache locality of graph analytics workloads. However, graph pre-processing tasks remain relatively unexp…
CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery
Kiwan Maeng, Shivam Bharuka, Isabel Gao +8
The paper proposes and optimizes a partial recovery training system, CPR, for recommendation models. CPR relaxes the consistency requirement by enabling non-failed nodes to proceed…
Enhancing Stratospheric Weather Analyses and Forecasts by Deploying Sensors from a Weather Balloon
Kiwan Maeng, Iskender Kushan, Brandon Lucia +1
The ability to analyze and forecast stratospheric weather conditions is fundamental to addressing climate change. However, our capacity to collect data in the stratosphere is limit…