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Top CPU Performance Benchmarking Toolkits You Should Know
Modern compute platforms - from cloud hyperscale CPUs to edge processors - deliver unprecedented parallelism and instruction-set capabilities. But to truly understand performance, you need the right benchmarking tools. Whether you're comparing cloud instances, evaluating Arm-based servers like Ampere , or validating x86, RISC-V, or AI-accelerated hardware, the ecosystem offers several battle-tested frameworks. In this blog, we explore the most widely-used CPU benchmarking too

Rajeev Gadgil
Nov 3, 20252 min read


Building Observability-Driven Performance Benchmarking Frameworks
Complex computing environments, spanning cloud, HPC, AI, and edge workloads; observability is no longer optional. With multiple layers of hardware and software working together, traditional monitoring alone cannot surface the insights needed for optimizing performance or preventing downtime. At Whileone Techsoft Pvt. Ltd. , we help companies go beyond monitoring by building deep observability frameworks that connect performance benchmarking , system analytics , telemetry , an

Nandita Gadgil
Aug 4, 20253 min read


Benchmarking and Validation of Workloads on Emulators
In this case study, we describe our systematic approach to benchmarking and validating workloads on FPGA platforms using HAPS (High-performance ASIC Prototyping System) models. The workflow involves compiling and cross-compiling a diverse set of workloads using both native QEMU and the open source toolchain, executing them on FPGA hardware, and capturing detailed performance metrics such as instructions executed and cycle counts. 1. Benchmark Preparation and Build Process W

Sayali Tamane
Jun 30, 20252 min read


CPU-Centric HPC Benchmarking with miniFE and GROMACS
Benchmarks are vital for evaluating High-Performance Computing (HPC) system performance, guiding hardware choices, and optimizing software. This whitepaper focuses on understanding and overcoming bottlenecks in HPC benchmarks for CPU environments, specifically considering ARM/AARCH64 architectures, using miniFE and GROMACS as examples. 1. Introduction to miniFE and GROMACS Benchmarks 1.1. miniFE: A Finite Element Mini-Application miniFE, part of the Mantevo suite, simulates i

Rahul Bapat
Jun 16, 20255 min read


Understanding SPEC HPC Benchmarks: A Comprehensive Guide for Beginners
1. Introduction High-Performance Computing (HPC) is at the core of solving complex computational problems in scientific research, engineering, and large-scale data analysis. Benchmarking plays a critical role in evaluating and optimizing HPC system performance. The Standard Performance Evaluation Corporation (SPEC) provides widely recognized benchmarking suites tailored for different computing environments, helping researchers, businesses, and hardware vendors assess system c

Nandita Gadgil
Apr 7, 20252 min read
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