1. Encryption Using Mathematical Algorithms The core function of cryptography is encryption. It applies complex mathematical algorithms to scramble plain text into cipher text. Common algorithms used in cryptography include AES, RSA, and SHA. Powerful encryption protocols can effectively prevent unauthorized...
Improved virtual log file (VLF) algorithms Virtual File Log (VLF) is an abstraction of the physical transaction log. Having a large number of small VLFs based on log growth can affect performance of operations like recovery. We changed the algorithm for how many VLF files we create during cer...
In this sense, computing power is ubiquitous. Computing power requiring network scheduling Due to the ubiquitous evolution of the cloud-edge-device computing architecture, the computing power will not be concentrated in the data center. Instead, it will be widely distributed at the edge or device ...
Perhaps disk-access-sensitive scheduling algorithms, designed back when disk accesses cost only 50,000 CPU instructions, should be recycled now that DRAM accesses can take thousands of CPU operations. Since the CLR mark-and-compact garbage collector preserves the relative order of objects, objects al...
Level 3 Cache:L3 is the slowest cache level and the largest. The CPU accesses L3 when required data isn't found in either L1 or L2. If there is a cache miss, the CPU searches RAM next, followed by main memory or disk cache. ...
The Visual C++ compiler doesn’t offer a switch to turn instruction scheduling off while keeping all other optimizations on. Moreover, this problem can occur due to dynamic execution if the compute function was inlined. Depending on how the execution of the compute function is going and on how...
Cost savings:Depending on the use case, some data can be processed at the edge where it is collected, so it doesn’t all have to be sent to the data centre for training the machine learning algorithms. This reduces the cost of storing the data, as well as training the model. At the...
Velocity.Velocity is the fast rate at which data is received and (perhaps) acted on. Normally, the highest velocity of data streams directly into memory versus being written to disk. Some internet-enabled smart products operate in real time or near real time and will require real-time evaluati...
Generative AI can create code snippets and full functions based on natural language prompts or code context. Using large language model (LLM) technologies,natural language processing(NLP) and deep learning algorithms, technical professionals train generative AI models on massive datasets of existing sourc...
Spark Core is the base for all parallel data processing and handles scheduling, optimization, RDD, and data abstraction. Spark Core provides the functional foundation for the Spark libraries, Spark SQL, Spark Streaming, the MLlib machine learning library, and GraphX graph data processing. The Spar...