Abstract: Embodiments relate to personalized low latency communications. A method may include receiving a description of content of a message, receiving recipient data corresponding to at least two possible recipients within a population of possible recipients, and selecting a relevant subpopulation of the population. The selecting may include, for each of the at least two possible recipients, ranking a strength of an indirect relationship between the description and the recipient data. The indirect relationship may be based on the description, the recipient data and at least one additional data source. The selecting may also include, for each of the at least two possible recipients, adding a possible recipient to the relevant subpopulation based on the ranking of the indirect relationship associated with the possible recipient. The method may further include initiating a two-way communication channel between a sender of the message and the relevant subpopulation.

Abstract: A method and system are provided for implementing enhanced flash storage control using reinforcement learning to provide enhanced performance metrics. A flash controller, such as a Reinforcement Learning (RL) flash controller, is coupled to a flash storage. The flash controller defines a feature set of flash parameters determined by a predefined one of a plurality of optimization metrics. The optimization metric is adapted dynamically based upon system workload and system state. The flash controller employing the feature set including at least one feature responsive to erase operations; computes a current system state responsive to the employed feature set; selects actions at each time step by sensing the computed current system state for performing an action to maximize a long term reward, and moves to another state in the system while obtaining a short-term reward for the performed action.

Abstract: This disclosure includes a method for correcting errors on a DRAM having an ECC which includes writing data to a DRAM row, reading data from the DRAM row, detecting errors in the data that cannot be corrected by the DRAM's ECC, determining erasure information for the row, evaluating the errors using the erasure information, and correcting the errors in the data.

Abstract: This disclosure includes a method for preventing errors in a DRAM (dynamic random access memory) due to weak cells that includes determining the location of a weak cell in a DRAM row, receiving data to write to the DRAM, and encoding the data into a bit vector to be written to memory. For each weak cell location, the corresponding bit from the bit vector is equal to the reliable logic state of the weak cell and the bit vector is longer than the data.

Abstract: Persistent data storage is provided by a computer program product that includes computer program code configured for receiving a low latency store command that includes write data. The write data is written to a first memory device that is implemented by a nonvolatile solid-state memory technology characterized by a first access speed. It is acknowledged that the write data has been successfully written to the first memory device. The write data is written to a second memory device that is implemented by a volatile memory technology. At least a portion of the data in the first memory device is written to a third memory device when a predetermined amount of data has been accumulated in the first memory device. The third memory device is implemented by a nonvolatile solid-state memory technology characterized by a second access speed that is slower than the first access speed.

Abstract: Memory cell presetting for improved performance including a method for using a computer system to identify a region in a memory. The region includes a plurality of memory cells characterized by a write performance characteristic that has a first expected value when a write operation changes a current state of the memory cells to a desired state of the memory cells and a second expected value when the write operation changes a specified state of the memory cells to the desired state of the memory cells. The second expected value is closer than the first expected value to a desired value of the write performance characteristic. The plurality of memory cells in the region are set to the specified state, and the data is written into the plurality of memory cells responsive to the setting.

Abstract: Discarded memory devices unfit for an original purpose can be reclaimed for reuse for another purpose. The discarded memory devices are tested and evaluated to determine the level of performance degradation therein. A set of an alternate usage and an information encoding scheme to facilitate a reuse of the tested memory device is identified based on the evaluation of the discarded memory device. A memory chip controller may be configured to facilitate usage of reclaimed memory devices by enabling a plurality of encoding schemes therein. Further, a memory device can be configured to facilitate diagnosis of the functionality, and to facilitate usage as a discarded memory unit. Waste due to discarded memory devices can be thereby reduced.

Abstract: Isolation of faulty links in a transmission medium including a method that includes receiving an atomic data unit via a multi-link transmission medium that has a plurality of transmission links. An error condition is detected and it is determined that the error condition is isolated to a single transmission link. It is determined if the single transmission link has been isolated previously as a failing transmission link a specified number of times within an interval specified by a timer. If the single transmission link has been isolated previously as a failing transmission link a specified number of times within an interval specified by a timer then: identifying the single transmission link as a faulty transmission link; resetting the timer; and outputting an identifier of the single transmission link.

Abstract: A method for determining an optimized refresh rate involves testing a refresh rate on rows of cells, determining an error rate of the rows, evaluating the error rate of the rows; and repeating these steps for a decreased refresh rate until the error rate is greater than a constraint, at which point a slow refresh rate is set.

Abstract: A method and system are disclosed for selecting a mode to encode video data. The method comprises the steps of (a) transforming a source video frame into a set of coefficients, (b) partitioning said set of coefficients into a plurality of subsets of the coefficients on the basis of probability statistics corresponding to a plurality of encoding modes, wherein each of said subsets is identified for encoding by one of the plurality of encoding modes. The method comprises the further steps of (c) for each of the plurality of subsets of coefficients, computing defined parameters of an associated probability distribution for said subset, and (d) repeating steps (b) and (c) until a predetermined termination condition is satisfied. When this predetermined termination condition is satisfied, the subsets of coefficients, as they exist at that time, are output to a video encoder, which preferably is a Wyner-Ziv encoder.

Abstract: An embodiment is a method for encoding data with an error correction code. The method includes receiving a first number of data symbols by a memory controller, receiving a second number of meta-data sub-symbols, generating a third number of check symbols using an ECC, where the third number includes a difference between a number of symbols in an ECC codeword and the first number and generating a mismatch vector from the check and meta-data sub-symbols, where a number of sub-symbols of the mismatch vector includes the second number. The method also includes generating an adjustment syndrome symbol by multiplying the mismatch vector by a matrix, generating the third number of adjusted check symbols responsive to the adjustment syndrome symbol, and generating a final codeword by concatenating the adjusted check symbols and the data symbols, where the final codeword includes the number of symbols in the ECC codeword.

Abstract: A memory device may be equipped with quick erase capability to secure the contents of the memory device. The quick erase capability may effectively permanently disable access to data stored in the memory device instantaneously upon a command being issued, making all previous data written to the memory device unreadable. The quick erase capability may allow use of the memory device for new write operations and for reading the newly written data immediately once the erase command is received and executed. The quick erase capability may begin a physical erase process of data not newly written without altering other aspects of the quick erase. Aspects may be accomplished with one or more bits per row in a memory device.

Abstract: A memory device may be equipped with quick erase capability to secure the contents of the memory device. The quick erase capability may effectively permanently disable access to data stored in the memory device instantaneously upon a command being issued, making all previous data written to the memory device unreadable. The quick erase capability may allow use of the memory device for new write operations and for reading the newly written data immediately once the erase command is received and executed. The quick erase capability may begin a physical erase process of data not newly written without altering other aspects of the quick erase. Aspects may be accomplished with one or more bits per row in a memory device.

Abstract: A method of generating a recommendation reducing a cost of subject attrition includes generating a plurality of policies, wherein each of the plurality of policies models a dependence of an attrition risk of each of a plurality of subject categories on a plurality of payment components of the plurality of subject categories, and each of the plurality of policies is associated with a respective set of weights on the plurality of subject categories, determining a benefit of each of the plurality of policies, selecting a selected policy from among the plurality of policies according to the benefit, and generating a recommendation for adjusting a specific payment component of a specific subject for each policy according to the selected policy.

Abstract: A method of generating a recommendation reducing a cost of subject attrition includes generating a plurality of policies, wherein each of the plurality of policies models a dependence of an attrition risk of each of a plurality of subject categories on a plurality of payment components of the plurality of subject categories, and each of the plurality of policies is associated with a respective set of weights on the plurality of subject categories, determining a benefit of each of the plurality of policies, selecting a selected policy from among the plurality of policies according to the benefit, and generating a recommendation for adjusting a specific payment component of a specific subject for each policy according to the selected policy.

Abstract: Multi-write endurance and error control coding of non-volatile memories including a method for receiving write data and a write address of a memory page in a memory. The write data is partitioned into a plurality of sub-blocks, each sub-block including q bits of the write data. Error correction bits are generated at the computer in response to the sub-blocks and to an error correction code (ECC). At least one additional sub-block containing the error correction bits are appended to the partitioned write data and a write word is generated. The write word is generated by performing for each of the sub-blocks: selecting a codeword such that the codeword encodes the sub-block and is consistent with current electrical charge levels of the plurality of memory cells associated with the memory page; concatenating the selected codewords to form the write word; and writing the write word to the memory page.

Abstract: This disclosure includes a method for correcting errors on a DRAM having an ECC which includes writing data to a DRAM row, reading data from the DRAM row, detecting errors in the data that cannot be corrected by the DRAM's ECC, determining erasure information for the row, evaluating the errors using the erasure information, and correcting the errors in the data.

Abstract: This disclosure includes a method for preventing errors in a DRAM (dynamic random access memory) due to weak cells that includes determining the location of a weak cell in a DRAM row, receiving data to write to the DRAM, and encoding the data into a bit vector to be written to memory. For each weak cell location, the corresponding bit from the bit vector is equal to the reliable logic state of the weak cell and the bit vector is longer than the data.

Abstract: This disclosure includes a method for preventing errors in a DRAM (dynamic random access memory) due to weak cells that includes determining the location of a weak cell in a DRAM row, receiving data to write to the DRAM, and encoding the data into a bit vector to be written to memory. For each weak cell location, the corresponding bit from the bit vector is equal to the reliable logic state of the weak cell and the bit vector is longer than the data.

Abstract: This disclosure includes a method for correcting errors on a DRAM having an ECC which includes writing data to a DRAM row, reading data from the DRAM row, detecting errors in the data that cannot be corrected by the DRAM's ECC, determining erasure information for the row, evaluating the errors using the erasure information, and correcting the errors in the data.