Lattice-based Cryptography: Algorithms like CRYSTALS-Kyber and CRYSTALS-Dilithium dominate IoT applications due to their balance of security, performance, and key sizes. They are especially suited for mid-to-high-resource IoT devices. Hash-based Cryptography: SPHINCS + offers unmatched security fo...
where objects may occupy a mere handful of pixels. The lack of unique shape features in such small objects hinders the effectiveness of established object detection algorithms. Remote sensing of small object detection plays an important role in areas such as environmental monitoring...
Often having sorted datasets enable algorithms to run faster and are more predictably.;The motivation behind this thesis is that there is currently no standard library of sorting algorithms that have been optimized for the CBE. Lack of standard libraries makes writing code for the CBE difficult. ...
as they are optimized, by default, for tasks that can be broken down and processed simultaneously. To address this, there is a growing focus on re-engineering traditional simulation algorithms to bridge the gap between serial simulation requirements and the parallel processing capabilities of GPUs. ...
processing power closer to the edge where data is generated and collected. Edge and cloud computing can coexist and work together to provide the necessary resources for task execution. The integration of AI with edge-cloud computing allows for the deployment of machine learning algorithms on edge ...
step to adapted to the high quality spectrum,normalize algorithm can eliminate gauss white noise effectively,the combination of preprocessing algorithms can evidently improve the NIR model's quality while spectrum set has much noise,but the combination order and algorithms selection is needed to study ...
Extract, transform, and load (ETL) optimization: Optimize ETL processes to minimize processing time. You can streamline the extraction process, implement efficient transformation algorithms, and optimize the loading process. When you make each step efficient, you can optimize the overall workflow. ...
Use hashing algorithms and comparison of data chunks. Regularly run deduplication processes to identify and eliminate duplicate data. Optimize user behavior: In workloads that collect user-generated data, educate users on the importance of efficient data storage. Encourage them to regularly review and ...
72 28 × 28 40 P38 40 28 28 120 P39 120 40 P40 480 96 P41 576 192 P42 24 24 P43 48 48 P44 96 96 P45 192 1024 For pointwise convolution kernel functions, MIOpen uti- lizes different algorithms for different batch sizes, resulting in a performance boost when the batch size is 16....
The generators data for this system is given in [29]. This system has many local minima and some of the algorithms are stuck in one of these points [16 17, 18, 30]. To examine the performance of the proposed method, it is applied to this system with two different demanded load ...