top of page

Discover the power of partnership at Whileone Techsoft Pvt Ltd, where we don't just provide services - we fuel your digital transformation and technological innovation. With a relentless commitment to excellence, we offer a range of essential services tailored for the modern business landscape. From CPU performance engineering that maximizes your software’s efficiency to cutting-edge DevOps practices that streamline your development process, we’re here to revolutionize your technology journey. Join us and transform your vision into reality

Our Services

Performance Engineering

Tuning and Benchmarking

  • System-level tuning for high-performance computing clusters — e.g., optimizing CPU governor settings and NUMA memory placement on AMD EPYC nodes.

 

  • Cloud VM benchmarking comparing GCP's C3 (Intel Sapphire Rapids) vs. AWS Graviton3 for microservice workloads.

 

  • Microbenchmark creation to evaluate storage IOPS and network latency across Kubernetes nodes.

 

  • CI-integrated performance regression testing for Python-based analytics pipelines using PyTest + custom benchmarking harness.

​​

  • Power efficiency benchmarking of edge devices running ML inference models.

Workload Characterization

  • Profiling of REST API workloads using eBPF-based tools (like bcc and bpftools) to identify syscall-level bottlenecks.

 

  • Memory access pattern analysis for in-memory databases like Redis or Memcached on ARM64 vs x86.

 

  • Latency and throughput characterization of Kafka consumers under bursty traffic conditions.

 

  • Synthetic workload modeling for simulating real-world concurrency and I/O.

 

  • Heatmap visualizations of CPU utilization and cache misses during matrix-multiplication-heavy workloads.

AI/ML Frameworks

  • Inference speedup on ARM-based cloud VMs using quantized ONNX models with optimized runtime libraries.

 

  • Tuning data pipeline parallelism for TensorFlow datasets to maximize GPU utilization.

 

  • Multi-platform benchmarking of YOLOX 2.0-s

 

  • Fine-tuning HuggingFace transformers for mobile deployment with performance validation on iOS and Android.

​​

  • Llama and DLRM like workloads benchmarking on specific hardware.

Reports Dashboard

  • Grafana dashboards showing per-benchmark performance metrics across hardware SKUs and software versions.

 

  • Interactive HTML reports summarizing benchmark runs, regressions, and platform details

 

  • Daily performance trend summaries integrated into CRM

 

  • Side-by-side performance diff reports 

 

  • Exportable audit logs and PDFs for performance reviews and customer compliance documentation.

Workload Porting

  • Migrating web servers and REST APIs from x86 to ARM-based cloud VMs (e.g., AWS Graviton, Ampere Altra on OCI) with performance validation using real traffic replay.

 

  • Porting containerized databases like PostgreSQL, MySQL, and MongoDB to multi-arch Docker images, ensuring compatibility and performance parity across platforms.

​

  • Adapting distributed caches (e.g., Redis, Memcached) for ARM64-based Kubernetes clusters with optimized networking and memory settings.

 

  • Cross-platform benchmarking of message brokers (e.g., RabbitMQ, Kafka) under production-like loads to ensure consistent throughput and latency.

 

  • Automating build pipelines to support ARM and x86 images for backend microservices using GitHub Actions or GitLab CI, with testing stages on both architectures.

bottom of page