Uplatz is a global IT Training & Consulting company
1. Introduction: The Launch Latency Barrier in High-Performance Computing The trajectory of High-Performance Computing (HPC) and Artificial Intelligence (AI) hardware has been defined by a relentless increase in parallelism. As Read More …
1. Introduction: The Memory Wall in Massively Parallel Computing In the domain of High-Performance Computing (HPC) and deep learning, the performance of Massively Parallel Processing (MPP) systems is governed less Read More …
Executive Overview: The Imperative of Memory Orchestration In the domain of High-Performance Computing (HPC) and massive parallel processing, the computational potential of the Graphics Processing Unit (GPU) has historically outpaced Read More …
Executive Summary The transition from serial to parallel computing, necessitated by the physical limitations of frequency scaling, has established the Graphics Processing Unit (GPU) as the premier engine for high-throughput Read More …
1. Introduction: The Heterogeneous Computing Era The landscape of high-performance computing (HPC) has undergone a seismic transformation over the last two decades. For nearly thirty years, the industry relied on Read More …
1. Introduction: The Topology of Energetic Efficiency The trajectory of advanced energy systems—from harvesting and storage to conversion and transport—is undergoing a fundamental paradigm shift. Historically, energy engineering has been Read More …
Summary: The conceptual architecture of distributed ledgers has undergone a profound transformation, shifting from the rigid, clock-dependent synchrony of early systems toward a highly resilient, asynchronous paradigm. In the context Read More …
The Tyranny of Quadratic Complexity: Deconstructing the Transformer Inference Bottleneck The Transformer architecture has become the de facto standard for state-of-the-art models across numerous domains, from natural language processing to Read More …
Section 1: An Introduction to High-Performance RPC 1.1. Defining the Modern RPC Framework: gRPC gRPC (General Remote Procedure Call) is a modern, open-source, high-performance Remote Procedure Call (RPC) framework that Read More …
I. Executive Summary: The Strategic Calculus of LLM Deployment The proliferation of Large Language Models (LLMs) has shifted the primary industry challenge from training to efficient, affordable, and high-throughput inference. Read More …