Abstract: Optimizing ML models for resource constraints in electronic design automation (EDA) computer aided design (CAD) flows, including computing a set of bin thresholds based on slope changes in an ordered set of discrete probabilistic classification scores, assigning the discrete probabilistic classification scores to the bins based on the values of the discrete probabilistic classification scores and the bin thresholds, and selecting processes associated with the discrete probabilistic classification scores of one or more of the bins based on costs of the respective processes and a global budget.

Abstract: A full-body protection gear is disclosed. The protection gear includes a torso protector, an arm protector, and a lower body protector. The torso protector includes a protective vest defining a neck opening, a first arm opening, and a second arm opening. The torso protector includes a front shield, aback shield, a first pair of side shields, a second pair of side shields, a first shoulder shield and a second shoulder shield fixedly disposed on the protective vest. The arm protector includes a first part adapted to cover an upper arm region of a user extending from a shoulder to an elbow, and a second part adapted to be removably coupled with the first part and to cover a lower arm region of the user extending from the elbow to a palm. The lower body protector includes a first part adapted to cover pelvic region and an upper leg region of a user, and a second part removably coupled with the first part in a partial overlapping manner, and adapted to cover lower leg region of the user.

Abstract: A full-body protection gear is disclosed. The protection gear includes a torso protector, an arm protector, and a lower body protector. The torso protector includes a protective vest defining a neck opening, a first arm opening, and a second arm opening. The torso protector includes a front shield, aback shield, a first pair of side shields, a second pair of side shields, a first shoulder shield and a second shoulder shield fixedly disposed on the protective vest. The arm protector includes a first part adapted to cover an upper arm region of a user extending from a shoulder to an elbow, and a second part adapted to be removably coupled with the first part and to cover a lower arm region of the user extending from the elbow to a palm. The lower body protector includes a first part adapted to cover pelvic region and an upper leg region of a user, and a second part removably coupled with the first part in a partial overlapping manner, and adapted to cover lower leg region of the user.

Abstract: A full-body protection gear is disclosed. The protection gear includes a torso protector, an arm protector, and a lower body protector. The torso protector includes a protective vest defining a neck opening, a first arm opening, and a second arm opening. The torso protector includes a front shield, aback shield, a first pair of side shields, a second pair of side shields, a first shoulder shield and a second shoulder shield fixedly disposed on the protective vest. The arm protector includes a first part adapted to cover an upper arm region of a user extending from a shoulder to an elbow, and a second part adapted to be removably coupled with the first part and to cover a lower arm region of the user extending from the elbow to a palm. The lower body protector includes a first part adapted to cover pelvic region and an upper leg region of a user, and a second part removably coupled with the first part in a partial overlapping manner, and adapted to cover lower leg region of the user.

Abstract: Systems and methods for automatically reducing regression for a software payload applied to a plurality of computing platforms by a software updater. One example method includes receiving a health request associated with the payload, and retrieving, from an escalation engine, a plurality of identifiers identifying a subset of the plurality of computing platforms that have completed deployment of the payload, and determining a plurality of ULS tags associated with the payload. The method includes querying an anomaly detector for failure data, including pre and post-deployment data, for the subset corresponding to the ULS tags, detecting a potential software regression associated with the payload by comparing the pre and post-deployment data, and querying a root cause analyzer based on the potential regression. The method includes receiving an identifier identifying a potential root cause for the potential regression, and transmitting an event based on the potential regression and the potential root cause.

Abstract: A full-body protection gear is disclosed. The protection gear includes a torso protector, an arm protector, and a lower body protector. The torso protector includes a protective vest defining a neck opening, a first arm opening, and a second arm opening. The torso protector includes a front shield, aback shield, a first pair of side shields, a second pair of side shields, a first shoulder shield and a second shoulder shield fixedly disposed on the protective vest. The arm protector includes a first part adapted to cover an upper arm region of a user extending from a shoulder to an elbow, and a second part adapted to be removably coupled with the first part and to cover a lower arm region of the user extending from the elbow to a palm. The lower body protector includes a first part adapted to cover pelvic region and an upper leg region of a user, and a second part removably coupled with the first part in a partial overlapping manner, and adapted to cover lower leg region of the user.

Abstract: In one embodiment, a process captures one or more features of an initiated application transaction within an application, and applies the one or more features to one or more application-based policies. In response to determining a policy trigger for the initiated application transaction based on applying the one or more features to the one or more application-based policies, the process may then obtain a network address associated with the application. Once the process maps the particular policy trigger from the one or more application-based policies to one or more corresponding network-based policies, then the process can instruct a network controller to apply the one or more corresponding network-based policies to the network address associated with the application, causing the network controller to configure a computer network to manage network traffic associated with the network address according to the one or more corresponding network-based policies.

Abstract: The present invention relates to an improved process and method of recovering metals of value from used Lithium Ion batteries. More particularly, the invention provides a method for recovering cobalt and lithium along with other metals of value wherein the method includes physical processes for separation, limiting the use of chemical for removing minor impurities. Majority of elements were separated by physical processes instead of chemical processes which gives the benefit of cost saving in chemical treatment of liquid and solid effluents. The invention provides for a cost effective, economic and environmental friendly process for recovering metals of value.

Abstract: Systems and methods for automatically reducing regression for a software payload applied to a plurality of computing platforms by a software updater. One example method includes receiving a health request associated with the payload, and retrieving, from an escalation engine, a plurality of identifiers identifying a subset of the plurality of computing platforms that have completed deployment of the payload, and determining a plurality of ULS tags associated with the payload. The method includes querying an anomaly detector for failure data, including pre and post-deployment data, for the subset corresponding to the ULS tags, detecting a potential software regression associated with the payload by comparing the pre and post-deployment data, and querying a root cause analyzer based on the potential regression. The method includes receiving an identifier identifying a potential root cause for the potential regression, and transmitting an event based on the potential regression and the potential root cause.

Abstract: In one embodiment, a process captures one or more features of an initiated application transaction within an application, and applies the one or more features to one or more application-based policies. In response to determining a policy trigger for the initiated application transaction based on applying the one or more features to the one or more application-based policies, the process may then obtain a network address associated with the application. Once the process maps the particular policy trigger from the one or more application-based policies to one or more corresponding network-based policies, then the process can instruct a network controller to apply the one or more corresponding network-based policies to the network address associated with the application, causing the network controller to configure a computer network to manage network traffic associated with the network address according to the one or more corresponding network-based policies.

Abstract: The present disclosure relates to modeling the transient current of a partially simulated hierarchical gate-level electronic design. Embodiments may include providing a partially simulated hierarchical gate-level electronic design, wherein the design includes a design hierarchy having one or more leaf blocks associated therewith. Embodiments may also include identifying activity of sequential elements of the leaf blocks using simulation vectors, wherein the activity is used to estimate an amount of current associated with the sequential elements. Embodiments may further include computing an adaptive activity of a parent block of the leaf blocks, wherein the adaptive activity of the parent block corresponds to a weighted average of known activity of leaf blocks. Embodiments may also include generating an adaptive activity of a top block of the leaf blocks based upon the adaptive activity of the parent block and performing a mixed-mode simulation based upon the adaptive activity of the top block.

Abstract: A computer performing a transient vectorless power analysis of a multi-clock domain integrated circuit (IC) design may execute a scheduling cycle based on the dominant clock frequency and schedule events based on comparing instance clock frequencies with the dominant clock frequency. If the instance clock frequency matches the dominant clock frequency, the computer may schedule a single event per scheduling cycle for the sequential circuit devices driven by the respective instance clocks. If the instance clock frequency is faster than the dominant clock frequency, the computer may schedule number of events per scheduling cycle based on the ratio of the instance clock frequency to the dominant clock frequency. If the instance clock frequency is less than the dominant clock frequency, the computer may schedule a single event per scheduling cycle if the computer determines that there is a triggering edge of the instance clock within the scheduling cycle.

Abstract: The present invention relates to an improved process and method of recovering metals of value from used Lithium Ion batteries. More particularly, the invention provides a method for recovering cobalt and lithium along with other metals of value wherein the method majorly includes physical processes for separation, limiting the use of chemical for removing minor impurities. Majority of elements were separated by physical process instead of chemical process which gives the benefit of cost saving in chemical treatment of liquid and solid effluents. Chemicals are used to dissolve only minor impurities from electrolyte which lead to the process economically attractive. This makes the method of recovering metal values is environment friendly. The invention provides for a cost effective, economic and environmental friendly process for recovering metals of value.