Abstract: Effective memory management is an important requirement for embedded devices that operate at the edges of Internet of Things(IoT) networks. In this paper, we present a set of memory ...

Typically, each layer manages its own computation and memory and exposes APIs for cross-layer interactions. Without holistic optimization, performance inefficiencies can exist at the boundary between ...

Scalene is a high-performance CPU, GPU and memory profiler for Python that does a number of things that other Python profilers do not and cannot do. It runs orders of magnitude faster than many other ...

While processor speeds and memory storage capacities have surged in recent decades, overall computer performance remains ...

Hierarchical Temporal Memory in Python. Contribute to carver/pyHTM development by creating an account on GitHub. ... This implementation will favor code readability over optimization when those ...

Additionally, python logging can also help to monitor performance metrics like memory usage or response times. This allows developers to quickly identify bottlenecks in their applications and ...

OptiMods provides data-driven APIs for specific optimization problems. “Many people have real-life business problems that can be solved with mathematical optimization, and they don’t even realize it.