Blockhammer: Preventing rowhammer at low cost by blacklisting rapidly-accessed dram rows
Aggressive memory density scaling causes modern DRAM devices to suffer from
RowHammer, a phenomenon where rapidly activating (ie, hammering) a DRAM row can …
RowHammer, a phenomenon where rapidly activating (ie, hammering) a DRAM row can …
DAMOV: A new methodology and benchmark suite for evaluating data movement bottlenecks
Data movement between the CPU and main memory is a first-order obstacle against improv
ing performance, scalability, and energy efficiency in modern systems. Computer systems …
ing performance, scalability, and energy efficiency in modern systems. Computer systems …
A deeper look into rowhammer's sensitivities: Experimental analysis of real dram chips and implications on future attacks and defenses
RowHammer is a circuit-level DRAM vulnerability where repeatedly accessing (ie,
hammering) a DRAM row can cause bit flips in physically nearby rows. The RowHammer …
hammering) a DRAM row can cause bit flips in physically nearby rows. The RowHammer …
EDEN: Enabling energy-efficient, high-performance deep neural network inference using approximate DRAM
The effectiveness of deep neural networks (DNN) in vision, speech, and language
processing has prompted a tremendous demand for energy-efficient high-performance DNN …
processing has prompted a tremendous demand for energy-efficient high-performance DNN …
Low-cost inter-linked subarrays (LISA): Enabling fast inter-subarray data movement in DRAM
This paper introduces a new DRAM design that enables fast and energy-efficient bulk data
movement across subarrays in a DRAM chip. While bulk data movement is a key operation …
movement across subarrays in a DRAM chip. While bulk data movement is a key operation …
GRIM-Filter: Fast seed location filtering in DNA read mapping using processing-in-memory technologies
Background Seed location filtering is critical in DNA read mapping, a process where billions
of DNA fragments (reads) sampled from a donor are mapped onto a reference genome to …
of DNA fragments (reads) sampled from a donor are mapped onto a reference genome to …
Benchmarking a new paradigm: An experimental analysis of a real processing-in-memory architecture
Many modern workloads, such as neural networks, databases, and graph processing, are
fundamentally memory-bound. For such workloads, the data movement between main …
fundamentally memory-bound. For such workloads, the data movement between main …
Understanding reduced-voltage operation in modern DRAM devices: Experimental characterization, analysis, and mechanisms
The energy consumption of DRAM is a critical concern in modern computing systems.
Improvements in manufacturing process technology have allowed DRAM vendors to lower …
Improvements in manufacturing process technology have allowed DRAM vendors to lower …
Scheduling techniques for GPU architectures with processing-in-memory capabilities
Processing data in or near memory (PIM), as opposed to in conventional computational units
in a processor, can greatly alleviate the performance and energy penalties of data transfers …
in a processor, can greatly alleviate the performance and energy penalties of data transfers …
The DRAM latency PUF: Quickly evaluating physical unclonable functions by exploiting the latency-reliability tradeoff in modern commodity DRAM devices
Physically Unclonable Functions (PUFs) are commonly used in cryptography to identify
devices based on the uniqueness of their physical microstructures. DRAM-based PUFs have …
devices based on the uniqueness of their physical microstructures. DRAM-based PUFs have …