5 papers
WIRE: Write Energy Reduction via Encoding in Phase Change Main Memories (PCM)
Mahek Desai, Apoorva Rumale, Marjan Asadinia +1
Phase Change Memory (PCM) has rapidly progressed and surpassed Dynamic Random-Access Memory (DRAM) in terms of scalability and standby energy efficiency. Altering a PCM cell's stat…
HART: A Hybrid Addressing Scheme for Self-Balancing Binary Search Trees in Phase Change Memory (PCM)
Mahek Desai, Apoorva Rumale, Marjan Asadinia
As DRAM and other transistor-based memory technologies approach their scalability limits, alternative storage solutions like Phase-Change Memory (PCM) are gaining attention for the…
ML-PCM : Machine Learning Technique for Write Optimization in Phase Change Memory (PCM)
Mahek Desai, Rowena Quinn, Marjan Asadinia
As transistor-based memory technologies like dynamic random access memory (DRAM) approach their scalability limits, the need to explore alternative storage solutions becomes increa…
SMART-WRITE: Adaptive Learning-based Write Energy Optimization for Phase Change Memory
Mahek Desai, Rowena Quinn, Marjan Asadinia
As dynamic random access memory (DRAM) and other current transistor-based memories approach their scalability limits, the search for alternative storage methods becomes increasingl…
SHIELD: Securing Healthcare IoT with Efficient Machine Learning Techniques for Anomaly Detection
Mahek Desai, Apoorva Rumale, Marjan Asadinia
The integration of IoT devices in healthcare introduces significant security and reliability challenges, increasing susceptibility to cyber threats and operational anomalies. This…