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- research-articleAugust 2024JUST ACCEPTED
A2: Towards Accelerator Level Parallelism for Autonomous Micromobility Systems
ACM Transactions on Architecture and Code Optimization (TACO), Just Accepted https://doi.org/10.1145/3688611Autonomous micromobility systems (AMS) such as low-speed minicabs and robots are thriving. In AMS, multiple Deep Neural Networks execute in parallel on heterogeneous AI accelerators. An emerging paradigm called Accelerator Level Parallelism (ALP) suggests ...
- research-articleJuly 2024JUST ACCEPTED
Data Deduplication Based on Content Locality of Transactions to Enhance Blockchain Scalability
ACM Transactions on Architecture and Code Optimization (TACO), Just Accepted https://doi.org/10.1145/3680547Blockchain is a promising infrastructure for the internet and digital economy, but it has serious scalability problems, i.e., long block synchronization time and high storage cost. Conventional coarse-grained data deduplication schemes (block or file ...
- research-articleSeptember 2022
Phronesis: Efficient Performance Modeling for High-dimensional Configuration Tuning
ACM Transactions on Architecture and Code Optimization (TACO), Volume 19, Issue 4Article No.: 56, Pages 1–26https://doi.org/10.1145/3546868We present Phronesis, a learning framework for efficiently modeling the performance of data analytic workloads as a function of their high-dimensional software configuration parameters. Accurate performance models are useful for efficiently optimizing ...
- research-articleDecember 2020
Performance-Energy Trade-off in Modern CMPs
ACM Transactions on Architecture and Code Optimization (TACO), Volume 18, Issue 1Article No.: 3, Pages 1–26https://doi.org/10.1145/3427092Chip multiprocessors (CMPs) are ubiquitous in all computing systems ranging from high-end servers to mobile devices. In these systems, energy consumption is a critical design constraint as it constitutes the most significant operating cost for computing ...
- research-articleJuly 2019
Toward On-chip Network Security Using Runtime Isolation Mapping
ACM Transactions on Architecture and Code Optimization (TACO), Volume 16, Issue 3Article No.: 28, Pages 1–25https://doi.org/10.1145/3337770Many-cores execute a large number of diverse applications concurrently. Inter-application interference can lead to a security threat as timing channel attack in the on-chip network. A non-interference communication in the shared on-chip network is a ...
- research-articleJune 2018
Extreme-Scale High-Order WENO Simulations of 3-D Detonation Wave with 10 Million Cores
ACM Transactions on Architecture and Code Optimization (TACO), Volume 15, Issue 2Article No.: 26, Pages 1–21https://doi.org/10.1145/3209208High-order stencil computations, frequently found in many applications, pose severe challenges to emerging many-core platforms due to the complexities of hardware architectures as well as the sophisticated computing and data movement patterns. In this ...