Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 9 of 9 for “"Heterogeneous Memory"”.
-
Automating heterogeneous memory management
… these systems may offer new technologies in memory and computation, the general trend of memory performance is falling behind. With the added complexities of heterogeneous systems, achieving good memory performance is now becoming more difficult. Since different memory technologies exhibit …
-
Intelligent cache management for heterogeneous memory systems
DRAM caches are important for enabling effective heterogeneous memory systems that can transparently provide the bandwidth of high-bandwidth memories and the capacity of high-capacity memories. This dissertation investigates enabling intelligent cache management for tag-inside-cacheline DRAM cache …
-
Specialization without complexity in heterogeneous memory systems
… but interfacing these diverse devices within a heterogeneous system remains an important challenge. Early heterogeneous systems were loosely coupled and lacked a shared coherent memory interface, so specialization was reserved for highly regular code patterns with coarse-grained synchronization …
-
Loop Transformations for the Optimized Generation of Reconfigurable Hardware
… to implement data-intensive applications on heterogeneous-memory systems; they rather focus on parallelism. This thesis addresses the memory hierarchy problem to high-level transformations of loop structures. The composition of long transformation sequences by combining shorter subsequences …
-
GSI: a GPU stall inspector to characterize the sources of memory stalls for tightly coupled GPUs
… efficiently communicate and synchronize across heterogeneous cores remains an important open research question. Many methods have been proposed to improve the efficiency of heterogeneous memory systems, but current methods for evaluating the performance effects of these innovations are limited …
-
Memory access patterns and page promotion in hybrid memory systems
Hybrid heterogeneous memory systems are becoming increasingly popular as traditional memory systems are hitting performance and energy walls in processing data-intensive applications, which are becoming the norm with the resurgence of machine learning, big data, graph analytics, and database …
-
Analysis of Memory Access Patterns for Large Language Model Inference
The use of tiered heterogeneous memory systems in HPC workloads is growing in popularity as the increasing memory requirements for these workloads outpace the decline in the cost- per-gigabyte of fast DRAM; however, the Linux kernel has no intelligent strategy to manage these tiered memory systems. …
-
Energy-efficient architectures for chip-scale networks and memory systems using silicon-photonics technology
… the design of both chip-scale networks and main memory systems. Conventional electrical links used in chip-scale networks (0.5-3pJ/bit) and DRAM systems used in main memory (>30pJ/bit) fail to provide sustained performance at low energy budgets. This thesis builds on the promising research on …
-
Energy-aware Thread and Data Management in Heterogeneous Multi-Core, Multi-Memory Systems
… multicore processors typically equip multiple memory subsystems to improve data throughput. In addition, these systems employ heterogeneous processors such as GPUs and heterogeneous memories like non-volatile memory to improve performance, capacity, and energy efficiency. With the increasing …