A method for constructing parity-check concatenated polar codes and an apparatus therefor are disclosed. According to an embodiment of the inventive concept, a method for constructing a polar code includes receiving a code length, a message length, and channel information, generating an information set and a parity set of polar codes based on the received code length, the received message length, and the received channel information, and generating a parity node including the information set of elements based on the generated information set and the generated parity set.

Advanced ultra-low power error correcting codes are generated using soft quantization and lattice interpolation based on clock and Syndrome Weight. Reinforcement learning may be used to generate threshold values for flipping bits for low density parity check Ultra-Low Power error correction codes. The threshold values can be generated offline and downloaded to a storage device or generated while the storage device is in use.

A storage subsystem read voltage determination system coupled to a first storage subsystem may read data from the first storage subsystem at a plurality of different read voltage sets and, for each of the plurality of read voltage sets, generate a respective bit error probability distribution of a number of bit errors per codeword provided by the data read from the first storage subsystem. The storage subsystem read voltage provisioning system also generates an error correction capability graph associated with error correction code used by the first storage subsystem and, based on the bit error probability distributions and the error correction capability graph, generates a respective average codeword error rate for each of the plurality of read voltage sets. The storage subsystem read voltage provisioning system then identifies a first read voltage set for which a minimum average codeword error rate was determined.

Techniques for maintaining cache coherency comprising storing data blocks associated with a main process in a cache line of a main cache memory, storing a first local copy of the data blocks in a first local cache memory of a first processor, storing a second local copy of the set of data blocks in a second local cache memory of a second processor executing a first child process of the main process to generate first output data, writing the first output data to the first data block of the first local copy as a write through, writing the first output data to the first data block of the main cache memory as a part of the write through, transmitting an invalidate request to the second local cache memory, marking the second local copy of the set of data blocks as delayed, and transmitting an acknowledgment to the invalidate request.

Techniques including receiving configuration information for a trigger control channel of the one or more trigger control channels, the configuration information defining a first one or more triggering events, receiving a first memory management command, store the first memory management command, detecting a first one or more triggering events, and triggering the stored first memory management command based on the detected first one or more triggering events.

The present invention is directed to an optical module based on silicon photonics. The optical module provides a cyptocurrency wallet stored in a memory resource and includes an optical communication block with a direct-to-cloud interface for connecting to entities in a cloud infrastructure. The optical module further includes an application block to enable a cryptocurrency transaction via the direct-to-cloud interface. The optical module is configured to be an optical Quantum Key Generation Distribution device using a quantum key generation encryption protocol to encrypt a private key protected transaction in an encrypted transaction envelope. Furthermore, the optical module includes an external interface connecting the application block to a user/host via a physical layer to establish a secure link before executing a peer-to-peer transaction between entities in the cloud infrastructure.

Techniques for accessing memory by a memory controller, comprising receiving, by the memory controller, a memory management command to perform a memory management operation at a virtual memory address, translating the virtual memory address to a physical memory address, wherein the physical memory address comprises an address within a cache memory, and outputting an instruction to the cache memory based on the memory management command and the physical memory address.

Hard errors are determined for an unsuccessful decoding of codeword bits read from NAND memory cells via a read channel and input to a low-density parity check (LDPC) decoder. A bit error rate (BER) for the hard errors is estimated and BER for the read channel is estimated. Hard error regions are found using a single level cell (SLC) reading of the NAND memory cells. A log likelihood ratio (LLR) mapping of the codeword bits input to the LDPC decoder is changed based on the hard error regions, the hard error BER, and/or the read channel BER.

An apparatus and method for optimizing a physical layer parameter is provided. According to one embodiment, an apparatus includes a first neural network configured to receive a transmission environment and a block error rate (BLER) and generate a value of a physical layer parameter; a second neural network configured to receive the transmission environment and the BLER and generate a signal to noise ratio (SNR) value; and a processor connected to the first neural network and the second neural network and configured to receive the transmission environment, the generated physical layer parameter, and the generated SNR, and to generate the BLER.

Techniques for accessing memory by a memory controller, comprising receiving, by the memory controller, a memory management command to perform a memory management operation at a virtual memory address, translating the virtual memory address to a physical memory address, wherein the physical memory address comprises an address within a cache memory, and outputting an instruction to the cache memory based on the memory management command and the physical memory address.