Abstract: The present subject matter relates generally to optimization of distribution of data packets in a High Performance Computing (HPC) switch. The HPC switch receives data packets from controllers communicatively connected to HPC switch, through interconnected Queue Pair (QP) lanes and assigns a destination virtual lane (VL) for each data packet based on service level information. Further, the HPC switch generates plurality of clusters of ports that are coupled with each interconnected VL based on latency determined dynamically for each port. Finally, the HPC switch transmits a first group of data packets through ports belonging to a primary cluster of plurality of clusters and transmits acknowledgement key-packet associated with second group of data packets through the ports belonging to secondary clusters of plurality of clusters, based on destination VL assigned for each data packet to other controllers for optimizing the distribution of the plurality of data packets in the HPC switch.

Abstract: A method and device for identifying cancer is disclosed. The method includes receiving gamma photons emitted from cancer cells present in an organism through at least one photoreceptor cell. The method further includes converting the gamma photons received through the at least one photoreceptor cell to a plurality of oscillating waves having a plurality of frequencies. The method includes creating a contour plot by projecting positive and negative peaks of each of the plurality of oscillating waves. The method further includes comparing pattern of the contour plot with a plurality of training contour plots to identify type of cancer affecting at least one body part of the organism, wherein each of the plurality of training contour plots are tagged with an associated type of cancer.

Abstract: A method and system for recovering data from a storage system is disclosed. The method includes predicting, by a fault tolerance device, a fault within the storage system comprising one or more disk array enclosures, wherein each of the one or more disk array enclosures comprise a plurality of disks. The method further includes identifying, by the fault tolerance device, a data block going to be affected by occurrence of the predicted fault, wherein the data block is identified within a first disk in the plurality of disks. The method includes extracting, by the fault tolerance device, data stored in the data block before occurrence of the predicted fault. The method further includes transferring, by the fault tolerance device, the data extracted from the data block to a second disk not going to be affected by occurrence of the predicted fault.